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Zeitschrift

BMC Medical Informatics and Decision Making

BMC Medical Informatics and Decision Making 1/2019

Ausgabe 1/2019

Inhaltsverzeichnis ( 207 Artikel )

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A clinical text classification paradigm using weak supervision and deep representation

Yanshan Wang, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA)

Marine Lorent, Haïfa Maalmi, Philippe Tessier, Stéphane Supiot, Etienne Dantan, Yohann Foucher

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Predicting patient-reported outcomes following hip and knee replacement surgery using supervised machine learning

Manuel Huber, Christoph Kurz, Reiner Leidl

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A usability design checklist for Mobile electronic data capturing forms: the validation process

Alice Mugisha, Victoria Nankabirwa, Thorkild Tylleskär, Ankica Babic

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome

Huilong Duan, Zhoujian Sun, Wei Dong, Zhengxing Huang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Assigning value to preparation for prostate cancer decision making: a willingness to pay analysis

Leslie S. Wilson, Traci M. Blonquist, Fangxin Hong, Barbara Halpenny, Seth Wolpin, Peter Chang, Christopher P. Filson, Viraj A. Master, Martin G. Sanda, Gary W. Chien, Randy A. Jones, Tracey L. Krupski, Donna L. Berry

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records

Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Effectiveness of a decision aid for promoting colorectal cancer screening in Spain: a randomized trial

Lilisbeth Perestelo-Perez, Amado Rivero-Santana, Alezandra Torres-Castaño, Vanesa Ramos-Garcia, Yolanda Alvarez-Perez, Nerea Gonzalez-Hernandez, Andrea Buron, Michael Pignone, Pedro Serrano-Aguilar

01.12.2019 | Software | Ausgabe 1/2019 Open Access

Initial development of Supportive care Assessment, Prioritization and Recommendations for Kids (SPARK), a symptom screening and management application

Sadie Cook, Emily Vettese, Dilip Soman, Shannon Hyslop, Susan Kuczynski, Brenda Spiegler, Hailey Davis, Nathan Duong, Stacee Ou Wai, Robert Golabek, Patryk Golabek, Adam Antoszek-Rallo, Tal Schechter, L. Lee Dupuis, Lillian Sung

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The state of research on cyberattacks against hospitals and available best practice recommendations: a scoping review

Salem T. Argaw, Nefti-Eboni Bempong, Bruce Eshaya-Chauvin, Antoine Flahault

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Development process of a mobile electronic medical record for nurses: a single case study

Danielle M. Vossebeld, Erik C. N. Puik, Joris E. N. Jaspers, Marieke J. Schuurmans

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life

R. Castaldo, L. Montesinos, P. Melillo, C. James, L. Pecchia

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models

Hugo Loureiro, Eunice Carrasquinha, Irina Alho, Arlindo R. Ferreira, Luís Costa, Alexandra M. Carvalho, Susana Vinga

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Treatment recommendations to cancer patients in the context of FDA guidance for next generation sequencing

Grace K. Dy, Mary K. Nesline, Antonios Papanicolau-Sengos, Paul DePietro, Charles M. LeVea, Amy Early, Hongbin Chen, Anne Grand’Maison, Patrick Boland, Marc S. Ernstoff, Stephen Edge, Stacey Akers, Mateusz Opyrchal, Gurkamal Chatta, Kunle Odunsi, Sarabjot Pabla, Jeffrey M. Conroy, Sean T. Glenn, Hanchun T. DeFedericis, Blake Burgher, Jonathan Andreas, Vincent Giamo, Maochun Qin, Yirong Wang, Kazunori Kanehira, Felicia L. Lenzo, Peter Frederick, Shashikant Lele, Lorenzo Galluzzi, Boris Kuvshinoff, Carl Morrison

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse

Georg Dietrich, Jonathan Krebs, Leon Liman, Georg Fette, Maximilian Ertl, Mathias Kaspar, Stefan Störk, Frank Puppe

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Exploring the role of competing demands and routines during the implementation of a self-management tool for type 2 diabetes: a theory-based qualitative interview study

Sebastian Potthoff, Justin Presseau, Falko F. Sniehotta, Matthew Breckons, Amy Rylance, Leah Avery

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Development and validation of a pain monitoring app for patients with musculoskeletal conditions (The Keele pain recorder feasibility study)

John Bedson, Jonathon Hill, David White, Ying Chen, Simon Wathall, Stephen Dent, Kendra Cooke, Danielle van der Windt

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Integrating an openEHR-based personalized virtual model for the ageing population within HBase

Spyridon Kalogiannis, Konstantinos Deltouzos, Evangelia I. Zacharaki, Andreas Vasilakis, Konstantinos Moustakas, John Ellul, Vasileios Megalooikonomou

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Readiness to use telemonitoring in diabetes care: a cross-sectional study among Austrian practitioners

Domenik Muigg, Peter Kastner, Georg Duftschmid, Robert Modre-Osprian, Daniela Haluza

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Clinical decision support system for the management of osteoporosis compared to NOGG guidelines and an osteology specialist: a validation pilot study

Haukur T. Gudmundsson, Karen E. Hansen, Bjarni V. Halldorsson, Bjorn R. Ludviksson, Bjorn Gudbjornsson

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Discovery of under immunized spatial clusters using network scan statistics

Jose Cadena, David Falcone, Achla Marathe, Anil Vullikanti

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Development and implementation of “Check of Medication Appropriateness” (CMA): advanced pharmacotherapy-related clinical rules to support medication surveillance

Charlotte Quintens, Thomas De Rijdt, Tine Van Nieuwenhuyse, Steven Simoens, Willy E. Peetermans, Bart Van den Bosch, Minne Casteels, Isabel Spriet

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A basic model for assessing primary health care electronic medical record data quality

Amanda L. Terry, Moira Stewart, Sonny Cejic, J. Neil Marshall, Simon de Lusignan, Bert M. Chesworth, Vijaya Chevendra, Heather Maddocks, Joshua Shadd, Fred Burge, Amardeep Thind

01.12.2019 | Software | Ausgabe 1/2019 Open Access

A visual interactive analytic tool for filtering and summarizing large health data sets coded with hierarchical terminologies (VIADS)

Xia Jing, Matthew Emerson, David Masters, Matthew Brooks, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Sonsoles De Lacalle, Yuchun Zhou, Vimla L. Patel

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Rare disease knowledge enrichment through a data-driven approach

Feichen Shen, Yiqing Zhao, Liwei Wang, Majid Rastegar Mojarad, Yanshan Wang, Sijia Liu, Hongfang Liu

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome

Andreas Philipp Hassler, Ernestina Menasalvas, Francisco José García-García, Leocadio Rodríguez-Mañas, Andreas Holzinger

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Assessing factors militating against the acceptance and successful implementation of a cloud based health center from the healthcare professionals’ perspective: a survey of hospitals in Benue state, northcentral Nigeria

Patience E. Idoga, Mehmet Toycan, Halil Nadiri, Erbuğ Çelebi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Who can you trust? A review of free online sources of “trustworthy” information about treatment effects for patients and the public

Andrew D. Oxman, Elizabeth J. Paulsen

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Predicting life expectancy with a long short-term memory recurrent neural network using electronic medical records

Merijn Beeksma, Suzan Verberne, Antal van den Bosch, Enny Das, Iris Hendrickx, Stef Groenewoud

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Construction and application of service quality evaluation system in the preclinical research on cardiovascular implant devices

Yongchun Cui, Fuliang Luo, Boqing Yang, Bin Li, Qi Zhang, Gopika Das, Guangxin Yue, Jiajie Li, Yue Tang, Xin Wang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Using decision fusion methods to improve outbreak detection in disease surveillance

Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean-Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Recursive neural networks in hospital bed occupancy forecasting

Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Evaluating a South African mobile application for healthcare professionals to improve diagnosis and notification of pesticide poisonings

Siti Kabanda, Hanna-Andrea Rother

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Accurate and rapid screening model for potential diabetes mellitus

Dongmei Pei, Yang Gong, Hong Kang, Chengpu Zhang, Qiyong Guo

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Predicting hospital-acquired pneumonia among schizophrenic patients: a machine learning approach

Kuang Ming Kuo, Paul C. Talley, Chi Hsien Huang, Liang Chih Cheng

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Automatically identifying social isolation from clinical narratives for patients with prostate Cancer

Vivienne J Zhu, Leslie A Lenert, Brian E Bunnell, Jihad S Obeid, Melanie Jefferson, Chanita Hughes Halbert

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The validity of synthetic clinical data: a validation study of a leading synthetic data generator (Synthea) using clinical quality measures

Junqiao Chen, David Chun, Milesh Patel, Epson Chiang, Jesse James

01.12.2019 | Software | Ausgabe 1/2019 Open Access

QL4MDR: a GraphQL query language for ISO 11179-based metadata repositories

H. Ulrich, J. Kern, D. Tas, A. K. Kock-Schoppenhauer, F. Ückert, J. Ingenerf, M. Lablans

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The use of echocardiographic and clinical data recorded on admission to simplify decision making for elective percutaneous coronary intervention: a prospective cohort study

Rabah M. Al abdi, Hussam Alshraideh, Heba H. Hijazi, Mohamad Jarrah, Mohammad S. Alyahya

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Considering patient safety in autonomous e-mental health systems – detecting risk situations and referring patients back to human care

Myrthe L. Tielman, Mark A. Neerincx, Claudia Pagliari, Albert Rizzo, Willem-Paul Brinkman

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Predicting factors for survival of breast cancer patients using machine learning techniques

Mogana Darshini Ganggayah, Nur Aishah Taib, Yip Cheng Har, Pietro Lio, Sarinder Kaur Dhillon

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: Using decision fusion methods to improve outbreak detection in disease surveillance

Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean-Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

QAnalysis: a question-answer driven analytic tool on knowledge graphs for leveraging electronic medical records for clinical research

Tong Ruan, Yueqi Huang, Xuli Liu, Yuhang Xia, Ju Gao

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Mobile phone applications to overcome malnutrition among preschoolers: a systematic review

Navisa Seyyedi, Bahlol Rahimi, Hamid Reza Farrokh Eslamlou, Toomas Timpka, Hadi Lotfnezhad Afshar

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Talking about treatment benefits, harms, and what matters to patients in radiation oncology: an observational study

Laurie Pilote, Luc Côté, Selma Chipenda Dansokho, Émilie Brouillard, Anik M. C. Giguère, France Légaré, Roland Grad, Holly O. Witteman

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Falls Sensei: a serious 3D exploration game to enable the detection of extrinsic home fall hazards for older adults

Arthur G. Money, Anita Atwal, Emily Boyce, Sophie Gaber, Susan Windeatt, Kyriakos Alexandrou

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records

Maria Pikoula, Jennifer Kathleen Quint, Francis Nissen, Harry Hemingway, Liam Smeeth, Spiros Denaxas

01.12.2019 | Software | Ausgabe 1/2019 Open Access

GatewayNet: a form of sequential rule mining

Phillip C. S. R. Kilgore, Nadejda Korneeva, Thomas C. Arnold, Marjan Trutschl, Urška Cvek

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Are Austrian practitioners ready to use medical apps? Results of a validation study

Fanni Hofer, Daniela Haluza

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: Automatically identifying social isolation from clinical narratives for patients with prostate Cancer

Vivienne J. Zhu, Leslie A. Lenert, Brian E. Bunnell, Jihad S. Obeid, Melanie Jefferson, Chanita Hughes Halbert

01.12.2019 | Debate | Ausgabe 1/2019 Open Access

Taking patient involvement seriously: a critical ethical analysis of participatory approaches in data-intensive medical research

Katharina Beier, Mark Schweda, Silke Schicktanz

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Using the distance between sets of hierarchical taxonomic clinical concepts to measure patient similarity

Zheng Jia, Xudong Lu, Huilong Duan, Haomin Li

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

“OPTImAL”: an ontology for patient adherence modeling in physical activity domain

Kristina Livitckaia, Vassilis Koutkias, Evangelia Kouidi, Mark van Gils, Nikolaos Maglaveras, Ioanna Chouvarda

01.12.2019 | Database | Ausgabe 1/2019 Open Access

An open access medical knowledge base for community driven diagnostic decision support system development

Lars Müller, Rashmi Gangadharaiah, Simone C. Klein, James Perry, Greg Bernstein, David Nurkse, Dustin Wailes, Rishi Graham, Robert El-Kareh, Sanjay Mehta, Staal A. Vinterbo, Eliah Aronoff-Spencer

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Quantile-based fecal hemoglobin concentration for assessing colorectal neoplasms with 1,263,717 Taiwanese screenees

Szu-Min Peng, Han-Mo Chiu, Hsiao-Hsuan Jen, Chen-Yang Hsu, Sam Li-Sheng Chen, Sherry Yueh-Hsia Chiu, Amy Ming-Fang Yen, Jean Ching-Yuan Fann, Yi-Chia Lee, Hsiu-Hsi Chen

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Accessing and sharing health information for post-discharge stroke care through a national health information exchange platform - a case study

Nadia Davoody, Sabine Koch, Ingvar Krakau, Maria Hägglund

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study

Frank Soboczenski, Thomas A. Trikalinos, Joël Kuiper, Randolph G. Bias, Byron C. Wallace, Iain J. Marshall

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard

Shaker El-Sappagh, Farman Ali, Abdeltawab Hendawi, Jun-Hyeog Jang, Kyung-Sup Kwak

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Patient centred variables with univariate associations with unplanned ICU admission: a systematic review

James Malycha, Timothy Bonnici, David A. Clifton, Guy Ludbrook, J. Duncan Young, Peter J. Watkinson

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Chronic wound assessment and infection detection method

Jui-Tse Hsu, Yung-Wei Chen, Te-Wei Ho, Hao-Chih Tai, Jin-Ming Wu, Hsin-Yun Sun, Chi-Sheng Hung, Yi-Chong Zeng, Sy-Yen Kuo, Feipei Lai

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Improving health information systems during an emergency: lessons and recommendations from an Ebola treatment centre in Sierra Leone

Shefali Oza, Kevin Wing, Alieu Amara Sesay, Sabah Boufkhed, Catherine Houlihan, Lahai Vandi, Sahr Charles Sebba, Catherine R. McGowan, Rachael Cummings, Francesco Checchi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A statistical analysis of vaccine-adverse event data

Jian-Jian Ren, Tingni Sun, Yongqun He, Yuji Zhang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A retrospective comparison of inappropriate prescribing of psychotropics in three Norwegian nursing homes in 2000 and 2016 with prescribing quality indicators

Jan Schjøtt, Jörg Aßmus

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

How to measure temporal changes in care pathways for chronic diseases using health care registry data

Eugenio Ventimiglia, Mieke Van Hemelrijck, Lars Lindhagen, Pär Stattin, Hans Garmo

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Decision tree–based classifier in providing telehealth service

Ching-Chin Chern, Yu-Jen Chen, Bo Hsiao

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Development of a novel mobile application to detect urine protein for nephrotic syndrome disease monitoring

Chia-shi Wang, Richard Boyd, Russell Mitchell, W. Darryl Wright, Courtney McCracken, Cam Escoffery, Rachel E. Patzer, Larry A. Greenbaum

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Mobile applications for pain management: an app analysis for clinical usage

Peng Zhao, Illhoi Yoo, Robert Lancey, Ebby Varghese

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Evidence-based medicine among physicians working in selected public hospitals in eastern Ethiopia: a cross-sectional study

Teshager Worku, Meron Yeshitila, Tilaye Feto, Shiferaw Leta, Frehiwot Mesfin, Haymanot Mezmur

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The effect of computerized decision support systems on cardiovascular risk factors: a systematic review and meta-analysis

T. Katrien J. Groenhof, Folkert W. Asselbergs, Rolf H. H. Groenwold, Diederick E. Grobbee, Frank L. J. Visseren, Michiel L. Bots, on behalf of the UCC-SMART study group

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Epileptic patients’ willingness to receive cell-phone based medication reminder in Northwest Ethiopia

Bereket Senay, Kassahun Dessie Gashu, Adamu Takele Jemere, Zeleke Abebaw Mekonnen

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The use of technology in the context of frailty screening and management interventions: a study of stakeholders’ perspectives

Holly Gwyther, Lex van Velsen, Rachel L. Shaw, Barbara D’Avanzo, Maria Bujnowska-Fedak, Donata Kurpas, Katarzyna Szwamel, Jan-Willem van’t Klooster, Carol Holland

01.12.2019 | Software | Ausgabe 1/2019 Open Access

Epihack Sri Lanka: development of a mobile surveillance tool for dengue fever

May O. Lwin, Anita Sheldenkar, Chitra Panchapakesan, Janelle Shaina Ng, Jerrald Lau, Karthikayen Jayasundar, Kasun Horathalge, Vajira Sampath Rathnayake, Adam W. Crawley, Prasad Wimalaratne

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The index lift in data mining has a close relationship with the association measure relative risk in epidemiological studies

Khanh Vu, Rebecca A. Clark, Colin Bellinger, Graham Erickson, Alvaro Osornio-Vargas, Osmar R. Zaïane, Yan Yuan

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies

Joseph K. Nuamah, Farzan Sasangohar, Madhav Erraguntla, Ranjana K. Mehta

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Ear biometrics for patient identification in global health: a field study to test the effectiveness of an image stabilization device in improving identification accuracy

Lauren P. Etter, Elizabeth J. Ragan, Rachael Campion, David Martinez, Christopher J. Gill

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

An online experiment to assess bias in professional medical coding

Jacqueline M. Torres, Danielle Hessler-Jones, Carol Yarbrough, Adam Tapley, Raemarie Jimenez, Laura M. Gottlieb

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Development and evaluation of a mobile application for case management of small and sick newborns in Bangladesh

Lauren E. Schaeffer, Salahuddin Ahmed, Mahmoodur Rahman, Rachel Whelan, Sayedur Rahman, Arunangshu Dutta Roy, Tanzia Ahmed Nijhum, Nazmun Nahar Bably, Helen D’Couto, Carly Hudelson, Iffat Ara Jaben, Sayed Rubayet, Abdullah Baqui, Anne CC Lee

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

The Generalized Data Model for clinical research

Mark D. Danese, Marc Halperin, Jennifer Duryea, Ryan Duryea

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Identifying patients at highest-risk: the best timing to apply a readmission predictive model

Natalie Flaks-Manov, Maxim Topaz, Moshe Hoshen, Ran D. Balicer, Efrat Shadmi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

How professional capital and team heterogeneity affect the demands of online team-based medical service

Jiaying Li, Hong Wu, Zhaohua Deng, Naiji Lu, Richard Evans, Chenxi Xia

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Combining population-based administrative health records and electronic medical records for disease surveillance

Saeed Al-Azazi, Alexander Singer, Rasheda Rabbani, Lisa M. Lix

01.12.2019 | Software | Ausgabe 1/2019 Open Access

TASKA: A modular task management system to support health research studies

João Rafael Almeida, Rosa Gini, Giuseppe Roberto, Peter Rijnbeek, José Luís Oliveira

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

User evaluation of a novel SMS-based reminder system for supporting post-stroke rehabilitation

Uno Fors, Julius T. Kamwesiga, Gunilla M. Eriksson, Lena von Koch, Susanne Guidetti

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Design and evaluation of a LIS-based autoverification system for coagulation assays in a core clinical laboratory

Zhongqing Wang, Cheng Peng, Hui Kang, Xia Fan, Runqing Mu, Liping Zhou, Miao He, Bo Qu

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Item response theory analysis and properties of decisional conflict scales: findings from two multi-site trials of men with localized prostate cancer

Rachel A. Pozzar, Donna L. Berry, Fangxin Hong

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

Regional data exchange to improve care for veterans after non-VA hospitalization: a randomized controlled trial

Brian E. Dixon, Ashley L. Schwartzkopf, Vivian M. Guerrero, Justine May, Nicholas S. Koufacos, Andrew M. Bean, Joan D. Penrod, Cathy C. Schubert, Kenneth S. Boockvar

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies

Joseph K. Nuamah, Farzan Sasangohar, Madhav Erraguntla, Ranjana K. Mehta

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Automatically determining cause of death from verbal autopsy narratives

Serena Jeblee, Mireille Gomes, Prabhat Jha, Frank Rudzicz, Graeme Hirst

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records

Yijun Shao, Qing T. Zeng, Kathryn K. Chen, Andrew Shutes-David, Stephen M. Thielke, Debby W. Tsuang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Developing a patient portal for haematology patients requires involvement of all stakeholders and a customised design, tailored to the individual needs

Paul A. F. Geerts, Trudy van der Weijden, Pien G. M. Loeffen, Lise E. F. Janssen, Celine Almekinders, Tobias A. Wienhold, Gerard M. J. Bos

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Development and validation of a patient decision aid for prostate Cancer therapy: from paternalistic towards participative shared decision making

Anshu Ankolekar, Ben G. L. Vanneste, Esther Bloemen-van Gurp, Joep G. van Roermund, Evert J. van Limbergen, Kees van de Beek, Tom Marcelissen, Victor Zambon, Matthias Oelke, Andre Dekker, Cheryl Roumen, Philippe Lambin, Adriana Berlanga, Rianne Fijten

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Expenditure variations analysis using residuals for identifying high health care utilizers in a state Medicaid program

Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition

Wangjin Lee, Jinwook Choi

01.12.2019 | Debate | Ausgabe 1/2019 Open Access

Stillbirths: how should its rate be reported, its disability-adjusted-life-years (DALY), and stillbirths adjusted life expectancy

Chander Kant

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Harnessing mobile devices to support the delivery of community-based clinical care: a participatory evaluation

Jasmine Harvey, John Powell

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Alerts for community pharmacist-provided medication therapy management: recommendations from a heuristic evaluation

Margie E. Snyder, Heather Jaynes, Stephanie A. Gernant, Julie DiIulio, Laura G. Militello, William R. Doucette, Omolola A. Adeoye, Alissa L. Russ

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Patient decision aids: a content analysis based on a decision tree structure

Alexandra Gheondea-Eladi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department

Brian W. Patterson, Gwen C. Jacobsohn, Manish N. Shah, Yiqiang Song, Apoorva Maru, Arjun K. Venkatesh, Monica Zhong, Katherine Taylor, Azita G. Hamedani, Eneida A. Mendonça

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Connected diagnostics: linking digital rapid diagnostic tests and mobile health wallets to diagnose and treat brucellosis in Samburu, Kenya

S. Smith, R. Koech, D. Nzorubara, M. Otieno, L. Wong, G. Bhat, E. van den Bogaart, M. Thuranira, D. Onchonga, T. F. Rinke de Wit

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Multi-part quality evaluation of a customized mobile application for monitoring elderly patients with functional loss and helping caregivers

Matheus Costa Stutzel, Michel Pedro Filippo, Alexandre Sztajnberg, Rosa Maria E.M. da Costa, André da Silva Brites, Luciana Branco da Motta, Célia Pereira Caldas

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Building a tobacco user registry by extracting multiple smoking behaviors from clinical notes

Ellen L. Palmer, Saeed Hassanpour, John Higgins, Jennifer A. Doherty, Tracy Onega

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

A clustering approach for detecting implausible observation values in electronic health records data

Hossein Estiri, Jeffrey G. Klann, Shawn N. Murphy

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Assessing data availability and quality within an electronic health record system through external validation against an external clinical data source

Ellen L. Palmer, John Higgins, Saeed Hassanpour, James Sargent, Christina M. Robinson, Jennifer A. Doherty, Tracy Onega

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: Primary health information standard system based on semantic interoperability

Xia Zhao, Xiaohua Li, Wei Yang, Qianjin Feng, Yi Zhou, Qiong Wang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

How to improve eRehabilitation programs in stroke care? A focus group study to identify requirements of end-users

Manon Wentink, L. van Bodegom-Vos, B. Brouns, H. Arwert, S. Houdijk, P. Kewalbansing, L. Boyce, T. Vliet Vlieland, A. de Kloet, J. Meesters

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

On the interpretability of machine learning-based model for predicting hypertension

Radwa Elshawi, Mouaz H. Al-Mallah, Sherif Sakr

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Effectiveness of decision aids for female BRCA1 and BRCA2 mutation carriers: a systematic review

Lisa Krassuski, Vera Vennedey, Stephanie Stock, Sibylle Kautz-Freimuth

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Smartphone use by government dermatology practitioners in Kuwait: a self-reported questionnaire based cross-sectional study

Ali Jasem Buabbas, Prem Sharma, Adel Al-Abdulrazaq, Hashem Shehab

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Detection of medical text semantic similarity based on convolutional neural network

Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Patients’ willingness to share digital health and non-health data for research: a cross-sectional study

Emily Seltzer, Jesse Goldshear, Sharath Chandra Guntuku, Dave Grande, David A. Asch, Elissa V. Klinger, Raina M. Merchant

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Collective intelligence in medical decision-making: a systematic scoping review

Kate Radcliffe, Helena C. Lyson, Jill Barr-Walker, Urmimala Sarkar

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial

T. Bakker, J. E. Klopotowska, S. Eslami, D. W. de Lange, R. van Marum, H. van der Sijs, E. de Jonge, D. A. Dongelmans, N. F. de Keizer, A. Abu-Hanna

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Experienced time pressure and stress: electronic health records usability and information technology competence play a role

Tuulikki Vehko, Hannele Hyppönen, Sampsa Puttonen, Sari Kujala, Eeva Ketola, Johanna Tuukkanen, Anna-Mari Aalto, Tarja Heponiemi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Effects of a computerised guideline support tool on child healthcare professionals’ response to suspicions of child abuse and neglect: a community-based intervention trial

Annemieke A. J. Konijnendijk, Magda M. Boere-Boonekamp, Maria E. Haasnoot, Ariana Need

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Personalised profiling to identify clinically relevant changes in tremor due to multiple sclerosis

David G. Western, Simon A. Neild, Rosemary Jones, Angela Davies-Smith

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project

Giuseppe Fico, Liss Hernanzez, Jorge Cancela, Arianna Dagliati, Lucia Sacchi, Antonio Martinez-Millana, Jorge Posada, Lidia Manero, Jose Verdú, Andrea Facchinetti, Manuel Ottaviano, Konstantia Zarkogianni, Konstantina Nikita, Leif Groop, Rafael Gabriel-Sanchez, Luca Chiovato, Vicente Traver, Juan Francisco Merino-Torres, Claudio Cobelli, Riccardo Bellazzi, Maria Teresa Arredondo

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Automated detection of altered mental status in emergency department clinical notes: a deep learning approach

Jihad S. Obeid, Erin R. Weeda, Andrew J. Matuskowitz, Kevin Gagnon, Tami Crawford, Christine M. Carr, Lewis J. Frey

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

The impact of an online patient decision aid for women with breast cancer considering immediate breast reconstruction: study protocol of a multicenter randomized controlled trial

Jacqueline A. ter Stege, Leonie A. E. Woerdeman, Daniela E. E. Hahn, Martine A. van Huizum, Frederieke H. van Duijnhoven, Jacobien M. Kieffer, Valesca P. Retèl, Kerry A. Sherman, Arjen J. Witkamp, Hester S. A. Oldenburg, Eveline M. A. Bleiker

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Clinical MetaData ontology: a simple classification scheme for data elements of clinical data based on semantics

Hye Hyeon Kim, Yu Rang Park, Kye Hwa Lee, Young Soo Song, Ju Han Kim

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Thrombophilia testing in the inpatient setting: impact of an educational intervention

Henry Kwang, Eric Mou, Ilana Richman, Andre Kumar, Caroline Berube, Rajani Kaimal, Neera Ahuja, Stephanie Harman, Tyler Johnson, Neil Shah, Ronald Witteles, Robert Harrington, Lisa Shieh, Jason Hom

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Delivering person-centered care with an electronic health record

Victoria Stanhope, Elizabeth B. Matthews

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Applying machine learning to predict future adherence to physical activity programs

Mo Zhou, Yoshimi Fukuoka, Ken Goldberg, Eric Vittinghoff, Anil Aswani

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Health timeline: an insight-based study of a timeline visualization of clinical data

Andres Ledesma, Niranjan Bidargaddi, Jörg Strobel, Geoffrey Schrader, Hannu Nieminen, Ilkka Korhonen, Miikka Ermes

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Using artificial intelligence to reduce diagnostic workload without compromising detection of urinary tract infections

Ross J. Burton, Mahableshwar Albur, Matthias Eberl, Simone M. Cuff

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The relationship between user interface problems of an admission, discharge and transfer module and usability features: a usability testing method

Razieh Farrahi, Fatemeh Rangraz Jeddi, Ehsan Nabovati, Monireh Sadeqi Jabali, Reza Khajouei

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

Using an analogical reasoning framework to infer language patterns for negative life events

Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, Shao-Zhen Ye, K. Robert Lai

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Strategies to reduce diagnostic errors: a systematic review

Julie Abimanyi-Ochom, Shalika Bohingamu Mudiyanselage, Max Catchpool, Marnie Firipis, Sithara Wanni Arachchige Dona, Jennifer J. Watts

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

“You have to know why you're doing this”: a mixed methods study of the benefits and burdens of self-tracking in Parkinson's disease

Sara Riggare, Therese Scott Duncan, Helena Hvitfeldt, Maria Hägglund

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

The nephrology eHealth-system of the metropolitan region of Hannover for digitalization of care, establishment of decision support systems and analysis of health care quality

L. Pape, N. Schneider, T. Schleef, U. Junius-Walker, H. Haller, R. Brunkhorst, N. Hellrung, H. U. Prokosch, B. Haarbrandt, M. Marschollek, M. Schiffer

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: Methods for identifying 30 chronic conditions: application to administrative data

Marcello Tonelli, Natasha Wiebe, Martin Fortin, Bruce Guthrie, Brenda R. Hemmelgarn, Matthew T. James, Scott W. Klarenbach, Richard Lewanczuk, Braden J. Manns, Paul Ronksley, Peter Sargious, Sharon Straus, Hude Quan, For the Alberta Kidney Disease Network

01.12.2019 | Debate | Ausgabe 1/2019 Open Access

Pseudonymization for research data collection: is the juice worth the squeeze?

Florian Kohlmayer, Ronald Lautenschläger, Fabian Prasser

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Does mHealth voice messaging work for improving knowledge and practice of maternal and newborn healthcare?

Mahbub Elahi Chowdhury, Shafayatul Islam Shiblee, Heidi E. Jones

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Patterns of drinking in Aboriginal and Torres Strait Islander peoples as self-reported on the Grog Survey App: a stratified sample

KS Kylie Lee, James H. Conigrave, Scott Wilson, Jimmy Perry, Noel Hayman, Catherine Zheng, Mustafa Al Ansari, Michael Doyle, Robin Room, Sarah Callinan, Tanya Chikritzhs, Tim Slade, Katherine M. Conigrave

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

The design and methodology of a usability protocol for the management of medications by families for aging older adults

Y. Quintana, D. Fahy, A. M. Abdelfattah, J. Henao, C. Safran

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Identification and weighting of kidney allocation criteria: a novel multi-expert fuzzy method

Nasrin Taherkhani, Mohammad Mehdi Sepehri, Shadi Shafaghi, Toktam Khatibi

01.12.2019 | Software | Ausgabe 1/2019 Open Access

A privacy-preserving distributed filtering framework for NLP artifacts

Md Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A validated natural language processing algorithm for brain imaging phenotypes from radiology reports in UK electronic health records

Emily Wheater, Grant Mair, Cathie Sudlow, Beatrice Alex, Claire Grover, William Whiteley

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Risk factor analysis of device-related infections: value of re-sampling method on the real-world imbalanced dataset

Xiang-Fei Feng, Ling-Chao Yang, Li-Zhuang Tan, Yi-Gang Li

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Beyond pros and cons – developing a patient decision aid to cultivate dialog to build relationships: insights from a qualitative study and decision aid development

Catherine H. Yu, Calvin Ke, Aleksandra Jovicic, Susan Hall, Sharon E. Straus, on behalf of the IP-SDM Team;

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Characteristics of older adults using patient web portals to view their DXA results

Stephanie Edmonds, Yiyue Lou, Brandi Robinson, Peter Cram, Douglas W. Roblin, Nicole C. Wright, Kenneth Saag, Fredric D. Wolinsky

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Integrating patient perspectives in medical decision-making: a qualitative interview study examining potentials within the rare disease information exchange process in practice

Ana Babac, Verena von Friedrichs, Svenja Litzkendorf, Jan Zeidler, Kathrin Damm, J.-Matthias Graf von der Schulenburg

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Opportunities and challenges for the inclusion of patient preferences in the medical product life cycle: a systematic review

Rosanne Janssens, Isabelle Huys, Eline van Overbeeke, Chiara Whichello, Sarah Harding, Jürgen Kübler, Juhaeri Juhaeri, Antonio Ciaglia, Steven Simoens, Hilde Stevens, Meredith Smith, Bennett Levitan, Irina Cleemput, Esther de Bekker-Grob, Jorien Veldwijk

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Shared decision making when patients consider surgery for lumbar herniated disc: development and test of a patient decision aid

Stina Brogård Andersen, Mikkel Ø. Andersen, Leah Y. Carreon, Angela Coulter, Karina Dahl Steffensen

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Evaluating treatment modalities in chronic pain treatment by the multi-criteria decision making procedure

Ender Sir, Gül Didem Batur Sir

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Constructing an assessment framework for the quality of asthma smartphone applications

Zhifang Guan, Liu Sun, Qian Xiao, Yanling Wang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Electronic medical record-based model to predict the risk of 90-day readmission for patients with heart failure

Bo-yu Tan, Jun-yuan Gu, Hong-yan Wei, Li Chen, Su-lan Yan, Nan Deng

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Utilizing a user-centered approach to develop and assess pharmacogenomic clinical decision support for thiopurine methyltransferase

Khoa A. Nguyen, Himalaya Patel, David A. Haggstrom, Alan J. Zillich, Thomas F. Imperiale, Alissa L. Russ

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Methods for a similarity measure for clinical attributes based on survival data analysis

Christian Karmen, Matthias Gietzelt, Petra Knaup-Gregori, Matthias Ganzinger

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A personalized, web-based breast cancer decision making application: a pre-post survey

Kirk D. Wyatt, Sarah M. Jenkins, Matthew F. Plevak, Marcia R. Venegas Pont, Sandhya Pruthi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

An integrated model to evaluate the impact of social support on improving self-management of type 2 diabetes mellitus

Xiaojia Wang, Linglan He, Keyu Zhu, Shanshan Zhang, Ling Xin, Weiqun Xu, Yuxiang Guan

01.12.2019 | Research Article | Ausgabe 1/2019 Open Access

Breast cancer histopathology image classification through assembling multiple compact CNNs

Chuang Zhu, Fangzhou Song, Ying Wang, Huihui Dong, Yao Guo, Jun Liu

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Improving workflow control in radiotherapy using discrete-event simulation

Bruno Vieira, Derya Demirtas, Jeroen B. van de Kamer, Erwin W. Hans, Wim van Harten

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Field study of a web service for stimulating the positive side of stress: entrepreneurs’ experiences and design implications

Päivi Heikkilä, Elina Mattila, Mari Ainasoja

01.12.2019 | Technical Advance | Ausgabe 1/2019 Open Access

Computationally approximated solution for the equation for Henssge’s time of death estimation

Wolf Schweitzer, Michael J. Thali

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Feasibility analysis of conducting observational studies with the electronic health record

Marcel von Lucadou, Thomas Ganslandt, Hans-Ulrich Prokosch, Dennis Toddenroth

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The "Begin Exploring Fertility Options, Risks and Expectations" (BEFORE) decision aid: development and alpha testing of a fertility tool for premenopausal breast cancer patients

Brittany Speller, Kelly Metcalfe, Erin D. Kennedy, Marcia Facey, Ellen Greenblatt, Adena S. Scheer, Ellen Warner, Anil Abraham Joy, Frances C. Wright, Nancy N. Baxter

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Decision curve analysis apropos of choice of preferable treatment positioning during breast irradiation

Ferenc Rárosi, Krisztina Boda, Zsuzsanna Kahán, Zoltán Varga

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

The effect of self-management education through weblogs on the quality of life of diabetic patients

Amal Mohammad Rasoul, Rostam Jalali, Alireza Abdi, Nader Salari, Mehrali Rahimi, Masoud Mohammadi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Atrial fibrillation classification based on convolutional neural networks

Kwang-Sig Lee, Sunghoon Jung, Yeongjoon Gil, Ho Sung Son

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support

Mohamed Khalifa, Farah Magrabi, Blanca Gallego

01.12.2019 | Research Article | Ausgabe 1/2019 Open Access

Deep learning for pollen allergy surveillance from twitter in Australia

Jia Rong, Sandra Michalska, Sudha Subramani, Jiahua Du, Hua Wang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Predicting skilled delivery service use in Ethiopia: dual application of logistic regression and machine learning algorithms

Brook Tesfaye, Suleman Atique, Tariq Azim, Mihiretu M. Kebede

01.12.2019 | Research Article | Ausgabe 1/2019 Open Access

A machine-learning approach to predict postprandial hypoglycemia

Wonju Seo, You-Bin Lee, Seunghyun Lee, Sang-Man Jin, Sung-Min Park

01.12.2019 | Research Article | Ausgabe 1/2019 Open Access

A data-driven approach to predicting diabetes and cardiovascular disease with machine learning

An Dinh, Stacey Miertschin, Amber Young, Somya D. Mohanty

01.12.2019 | Technical advance | Ausgabe 1/2019 Open Access

ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia

V. Laengsri, W. Shoombuatong, W. Adirojananon, C. Nantasenamat, V. Prachayasittikul, P. Nuchnoi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Smart pumps improve medication safety but increase alert burden in neonatal care

Kristin R. Melton, Kristen Timmons, Kathleen E. Walsh, Jareen K. Meinzen-Derr, Eric Kirkendall

01.12.2019 | Research Article | Ausgabe 1/2019 Open Access

Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: application to children with asthma

Rawan AlSaad, Qutaibah Malluhi, Ibrahim Janahi, Sabri Boughorbel

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Establishing spatially-enabled health registry systems using implicit spatial data pools: case study – Uganda

Augustus Aturinde, Nakasi Rose, Mahdi Farnaghi, Gilbert Maiga, Petter Pilesjö, Ali Mansourian

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Merits, features, and desiderata to be considered when developing electronic health records with embedded clinical decision support systems in Palestinian hospitals: a consensus study

Ramzi Shawahna

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Validating surgical procedure codes for inflammatory bowel disease in the Swedish National Patient Register

Anders Forss, Pär Myrelid, Ola Olén, Åsa H. Everhov, Caroline Nordenvall, Jonas Halfvarson, Jonas F. Ludvigsson

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

How should electronic health records be designed? A cross-sectional study in patients with psoriasis

Toni Maria Klein, Matthias Augustin, Marina Otten

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Mobile phone apps for clinical decision support in pregnancy: a scoping review

Jenny Carter, Jane Sandall, Andrew H. Shennan, Rachel M. Tribe

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Knowledge, attitude, and use of mHealth technology among students in Ghana: A university-based survey

Prince Peprah, Emmanuel Mawuli Abalo, Williams Agyemang-Duah, Razak M Gyasi, Okwei Reforce, Julius Nyonyo, Godfred Amankwaa, Jones Amoako, Paulinus Kaaratoore

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Application of machine learning methodology to assess the performance of DIABETIMSS program for patients with type 2 diabetes in family medicine clinics in Mexico

Yue You, Svetlana V. Doubova, Diana Pinto-Masis, Ricardo Pérez-Cuevas, Víctor Hugo Borja-Aburto, Alan Hubbard

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Staff expectations for the implementation of an electronic health record system: a qualitative study using normalisation process theory

Carolyn McCrorie, Jonathan Benn, Owen Ashby Johnson, Arabella Scantlebury

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement

Ineen Sultana, Madhav Erraguntla, Hye-Chung Kum, Dursun Delen, Mark Lawley

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Quality analysis of smart phone sleep apps in China: can apps be used to conveniently screen for obstructive sleep apnea at home?

Zhao-feng Xu, Xin Luo, Jianbo Shi, Yinyan Lai

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Frequency of ubiquitous connectivity and associated factors among Mexican adolescents

Arturo Aguilar-Ye, Hortensia Reyes-Morales, Lourdes Campero, Nicéforo Garnelo-Bibiano

01.12.2019 | Software | Ausgabe 1/2019 Open Access

EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research

Tianrun Cai, Luwan Zhang, Nicole Yang, Kanako K. Kumamaru, Frank J. Rybicki, Tianxi Cai, Katherine P. Liao

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: Effects of workload, work complexity, and repeated alerts on alert fatigue in a clinical decision support system

Jessica S. Ancker, Alison Edwards, Sarah Nosal, Diane Hauser, Elizabeth Mauer, Rainu Kaushal, with the HITEC Investigators

01.12.2019 | Correction | Ausgabe 1/2019 Open Access

Correction to: ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia

V. Laengsri, W. Shoombuatong, W. Adirojananon, C. Nantasenamat, V. Prachayasittikul, P. Nuchnoi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment

Alexander Lassnig, Theresa Rienmueller, Diether Kramer, Werner Leodolter, Christian Baumgartner, Joerg Schroettner

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

“Assessment of the social influence and facilitating conditions that support nurses’ adoption of hospital electronic information management systems (HEIMS) in Ghana using the unified theory of acceptance and use of technology (UTAUT) model”

Lu Lin Zhou, Joseph Owusu-Marfo, Henry Asante Antwi, Maxwell Opuni Antwi, Arielle Doris Tetgoum Kachie, Sabina Ampon-Wireko

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data

Min Ju Kang, Sang Yun Kim, Duk L. Na, Byeong C. Kim, Dong Won Yang, Eun-Joo Kim, Hae Ri Na, Hyun Jeong Han, Jae-Hong Lee, Jong Hun Kim, Kee Hyung Park, Kyung Won Park, Seol-Heui Han, Seong Yoon Kim, Soo Jin Yoon, Bora Yoon, Sang Won Seo, So Young Moon, YoungSoon Yang, Yong S. Shim, Min Jae Baek, Jee Hyang Jeong, Seong Hye Choi, Young Chul Youn

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Evaluating the implementation of a personal health record for chronic primary and secondary care: a mixed methods approach

Floor Sieverink, Saskia Kelders, Annemarie Braakman-Jansen, Julia van Gemert-Pijnen

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Latent Dirichlet Allocation in predicting clinical trial terminations

Simon Geletta, Lendie Follett, Marcia Laugerman

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Effectiveness of electronic point-of-care reminders versus monthly feedback to improve adherence to 10 clinical recommendations in primary care: a cluster randomized clinical trial

Ermengol Coma, Manuel Medina, Leonardo Méndez, Eduardo Hermosilla, Manuel Iglesias, Carmen Olmos, Sebastian Calero

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Developing a standardised approach to the aggregation of inpatient episodes into person-based spells in all specialties and psychiatric specialties

Sarah Rees, Ashley Akbari, Huw Collins, Sze Chim Lee, Amanda Marchant, Arfon Rees, Daniel Thayer, Ting Wang, Sophie Wood, Ann John

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Standards as applied in reality: a case study on the translation of standards in eHealth evaluation practice

Monika Jurkeviciute

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches

Elizabeth Ford, Philip Rooney, Seb Oliver, Richard Hoile, Peter Hurley, Sube Banerjee, Harm van Marwijk, Jackie Cassell

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

Effectiveness of a chat-bot for the adult population to quit smoking: protocol of a pragmatic clinical trial in primary care (Dejal@)

J. F. Avila-Tomas, E. Olano-Espinosa, C. Minué-Lorenzo, F. J. Martinez-Suberbiola, B. Matilla-Pardo, M. E. Serrano-Serrano, E. Escortell-Mayor, the Group Dej@lo

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Working with patients and the public to design an electronic health record interface: a qualitative mixed-methods study

Leigh R. Warren, Matthew Harrison, Sonal Arora, Ara Darzi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Deterrence approach on the compliance with electronic medical records privacy policy: the moderating role of computer monitoring

Kuang-Ming Kuo, Paul C. Talley, Tain-Junn Cheng

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Proof-of-concept study: Homomorphically encrypted data can support real-time learning in personalized cancer medicine

Silvia Paddock, Hamed Abedtash, Jacqueline Zummo, Samuel Thomas

01.12.2019 | Technical Advance | Ausgabe 1/2019 Open Access

Improving reference prioritisation with PICO recognition

Austin J. Brockmeier, Meizhi Ju, Piotr Przybyła, Sophia Ananiadou

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Representation learning in intraoperative vital signs for heart failure risk prediction

Yuwen Chen, Baolian Qi

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Using machine learning models to improve stroke risk level classification methods of China national stroke screening

Xuemeng Li, Di Bian, Jinghui Yu, Mei Li, Dongsheng Zhao

01.12.2019 | Study protocol | Ausgabe 1/2019 Open Access

Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-experimental, controlled, multi-Centre trial

Elisa Puigdomenech, Anne Martin, Alexandra Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura Condon, Rajeeb Rashid, Maurizio Caon, Sarah Atkinson, Claudio L. Lafortuna, Valentina Ciociola, Janet Hanley, Lucy McCloughan, Conxa Castell, Mireia Espallargues, on behalf of the PEGASO Fit For Future Consortium

01.12.2019 | Research Article | Ausgabe 1/2019 Open Access

Towards early detection of adverse drug reactions: combining pre-clinical drug structures and post-market safety reports

Ruoqi Liu, Ping Zhang

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Comparing different supervised machine learning algorithms for disease prediction

Shahadat Uddin, Arif Khan, Md Ekramul Hossain, Mohammad Ali Moni

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Does a Mobile app improve patients’ knowledge of stroke risk factors and health-related quality of life in patients with stroke? A randomized controlled trial

Yi-No Kang, Hsiu-Nien Shen, Chia-Yun Lin, Glyn Elwyn, Szu-Chi Huang, Tsung-Fu Wu, Wen-Hsuan Hou

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Responsible data sharing in a big data-driven translational research platform: lessons learned

S. Kalkman, M. Mostert, N. Udo-Beauvisage, J. J. van Delden, G. J. van Thiel

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

A Bayesian decision support sequential model for severity of illness predictors and intensive care admissions in pneumonia

Amado Alejandro Baez, Laila Cochon, Jose Maria Nicolas

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

Use of natural language processing to improve predictive models for imaging utilization in children presenting to the emergency department

Xingyu Zhang, M. Fernanda Bellolio, Pau Medrano-Gracia, Konrad Werys, Sheng Yang, Prashant Mahajan

01.12.2019 | Research article | Ausgabe 1/2019 Open Access

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