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Zeitschrift

Journal of Digital Imaging

Journal of Digital Imaging 2/2020

Ausgabe 2/2020

Inhaltsverzeichnis ( 27 Artikel )

08.08.2019 | Original Paper | Ausgabe 2/2020

Automatic Staging of Cancer Tumors Using AIM Image Annotations and Ontologies

E. F. Luque, N. Miranda, D. L. Rubin, D. A. Moreira

19.08.2019 | Ausgabe 2/2020

Survey on Liver Tumour Resection Planning System: Steps, Techniques, and Parameters

Omar Ibrahim Alirr, Ashrani Aizzuddin Abd. Rahni

11.09.2019 | Ausgabe 2/2020

Using 3D-Printed Mesh-Like Brain Cortex with Deep Structures for Planning Intracranial EEG Electrode Placement

Ramin Javan, Maureen Schickel, Yuanlong Zhao, Terry Agbo, Cullen Fleming, Parisa Heidari, Taha Gholipour, Donald C. Shields, Mohamad Koubeissi

12.09.2019 | Ausgabe 2/2020

Viewing Imaging Studies: How Patient Location and Imaging Site Affect Referring Physicians

Fatemeh Homayounieh, Ramandeep Singh, Tianqi Chen, Ellen J. Sugarman, Thomas J. Schultz, Subba R. Digumarthy, Keith J. Dreyer, Mannudeep K. Kalra

08.10.2019 | Ausgabe 2/2020

A Holistically-Nested U-Net: Surgical Instrument Segmentation Based on Convolutional Neural Network

Lingtao Yu, Pengcheng Wang, Xiaoyan Yu, Yusheng Yan, Yongqiang Xia

28.10.2019 | Original Paper | Ausgabe 2/2020

Musculoskeletal Radiology Reports: Overlooked or Valuable?

Sadaf Sahraian, Matthew D. Alvin, Arya Haj-Mirzaian, Rozita Jalilianhasanpour, Elham Beheshtian, Evan Honig, Mona Shahriari, Mert Uzner, Shadpour Demehri, David M. Yousem

11.11.2019 | Ausgabe 2/2020

Automating Import and Reconciliation of Outside Examinations Submitted to an Academic Radiology Department

Ameena Elahi, Donovan Reid, Regina O. Redfern, Charles E. Kahn Jr., Tessa S. Cook

14.11.2019 | Ausgabe 2/2020

Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images

Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh, I Sandhya

14.11.2019 | Original Paper | Ausgabe 2/2020

Generate Structured Radiology Report from CT Images Using Image Annotation Techniques: Preliminary Results with Liver CT

Samira Loveymi, Mir Hossein Dezfoulian, Muharram Mansoorizadeh

03.12.2019 | Ausgabe 2/2020

A Comparison of the Efficiency of Using a Deep CNN Approach with Other Common Regression Methods for the Prediction of EGFR Expression in Glioblastoma Patients

Mohammadreza Hedyehzadeh, Keivan Maghooli, Mohammad MomenGharibvand, Stephen Pistorius

06.08.2019 | Ausgabe 2/2020

Assessing the Bone Age of Children in an Automatic Manner Newborn to 18 Years Range

Farzaneh Dehghani, Alireza Karimian, Mehri Sirous

13.09.2019 | Ausgabe 2/2020 Open Access

A Multi-million Mammography Image Dataset and Population-Based Screening Cohort for the Training and Evaluation of Deep Neural Networks—the Cohort of Screen-Aged Women (CSAW)

Karin Dembrower, Peter Lindholm, Fredrik Strand

16.09.2019 | Original Paper | Ausgabe 2/2020

Three-Dimensional Texture Feature Analysis of Pulmonary Nodules in CT Images: Lung Cancer Predictive Models Based on Support Vector Machine Classifier

Ni Gao, Sijia Tian, Xia Li, Jian Huang, Jingjing Wang, Sipeng Chen, Yuan Ma, Xiangtong Liu, Xiuhua Guo

10.10.2019 | Original Paper | Ausgabe 2/2020

Automatic Lumbar Spine Tracking Based on Siamese Convolutional Network

Yuan Liu, Xiubao Sui, Chengwei Liu, Xiaodong Kuang, Yong Hu

17.10.2019 | Original Paper | Ausgabe 2/2020

Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning

Vikash Gupta, Mutlu Demirer, Matthew Bigelow, Kevin J. Little, Sema Candemir, Luciano M. Prevedello, Richard D. White, Thomas P. O’Donnell, Michael Wels, Barbaros S. Erdal

25.10.2019 | Ausgabe 2/2020

A Deep Convolutional Neural Network for Annotation of Magnetic Resonance Imaging Sequence Type

Sara Ranjbar, Kyle W. Singleton, Pamela R. Jackson, Cassandra R. Rickertsen, Scott A. Whitmire, Kamala R. Clark-Swanson, J. Ross Mitchell, Kristin R. Swanson, Leland S. Hu

28.10.2019 | Ausgabe 2/2020

Performance Comparison of Individual and Ensemble CNN Models for the Classification of Brain 18F-FDG-PET Scans

Tomomi Nobashi, Claudia Zacharias, Jason K. Ellis, Valentina Ferri, Mary Ellen Koran, Benjamin L. Franc, Andrei Iagaru, Guido A. Davidzon

13.09.2019 | Original Paper | Ausgabe 2/2020

Imaging Properties of Additive Manufactured (3D Printed) Materials for Potential Use for Phantom Models

Elizabeth Silvestro, Khalil N. Betts, Michael L. Francavilla, Savvas Andronikou, Raymond W. Sze

16.09.2019 | Original Paper | Ausgabe 2/2020

Three-Phase Automatic Brain Tumor Diagnosis System Using Patches Based Updated Run Length Region Growing Technique

T. Kalaiselvi, P. Kumarashankar, P. Sriramakrishnan

19.11.2019 | Original Paper | Ausgabe 2/2020 Open Access

Assessment of Dynamic Change of Coronary Artery Geometry and Its Relationship to Coronary Artery Disease, Based on Coronary CT Angiography

Jordy K. van Zandwijk, Volkan Tuncay, Rozemarijn Vliegenthart, Gert Jan Pelgrim, Cornelis H. Slump, Matthijs Oudkerk, Peter M. A. van Ooijen

25.11.2019 | Original Paper | Ausgabe 2/2020

Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset

Ross W. Filice, Anouk Stein, Carol C. Wu, Veronica A. Arteaga, Stephen Borstelmann, Ramya Gaddikeri, Maya Galperin-Aizenberg, Ritu R. Gill, Myrna C. Godoy, Stephen B. Hobbs, Jean Jeudy, Paras C. Lakhani, Archana Laroia, Sundeep M. Nayak, Maansi R. Parekh, Prasanth Prasanna, Palmi Shah, Dharshan Vummidi, Kavitha Yaddanapudi, George Shih

26.08.2019 | Ausgabe 2/2020

Improving Image Resolution of Whole-Heart Coronary MRA Using Convolutional Neural Network

Hiroki Kobayashi, Ryohei Nakayama, Akiyoshi Hizukuri, Masaki Ishida, Kakuya Kitagawa, Hajime Sakuma

12.09.2019 | Original Paper | Ausgabe 2/2020

Deep Learning for Low-Dose CT Denoising Using Perceptual Loss and Edge Detection Layer

Maryam Gholizadeh-Ansari, Javad Alirezaie, Paul Babyn

28.10.2019 | Ausgabe 2/2020

A Block Adaptive Near-Lossless Compression Algorithm for Medical Image Sequences and Diagnostic Quality Assessment

Urvashi Sharma, Meenakshi Sood, Emjee Puthooran

17.10.2019 | Original Paper | Ausgabe 2/2020

Automatic Remasking of Digital Subtraction Angiography Images in Pulmonary Angiography

Takashi Mizukuchi, Takeshi Uemura, Satoru Kondo, Shinji Abe, Shiro Adachi, Naoki Okumura, Takahisa Kondo, Shuji Koyama

12.11.2019 | Original Paper | Ausgabe 2/2020

A Metal Artifact Reduction Method Using a Fully Convolutional Network in the Sinogram and Image Domains for Dental Computed Tomography

Dongyeon Lee, Chulkyu Park, Younghwan Lim, Hyosung Cho

11.11.2019 | Ausgabe 2/2020

Imaging Informatics Fellowship Curriculum: a Survey to Identify Core Topics and Potential Inter-Program Areas of Collaboration

Valeria Makeeva, B Vey, TS Cook, P Nagy, RW Filice, KC Wang, P Balthazar, P Harri, NM Safdar

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