Ausgabe 4/2018
Inhalt (21 Artikel)
Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective
Aly A. Mohamed, Yahong Luo, Hong Peng, Rachel C. Jankowitz, Shandong Wu
A Deep-Learning System for Fully-Automated Peripherally Inserted Central Catheter (PICC) Tip Detection
Hyunkwang Lee, Mohammad Mansouri, Shahein Tajmir, Michael H. Lev, Synho Do
Quantitative Image Feature Engine (QIFE): an Open-Source, Modular Engine for 3D Quantitative Feature Extraction from Volumetric Medical Images
Sebastian Echegaray, Shaimaa Bakr, Daniel L. Rubin, Sandy Napel
Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease
Guk Bae Kim, Kyu-Hwan Jung, Yeha Lee, Hyun-Jun Kim, Namkug Kim, Sanghoon Jun, Joon Beom Seo, David A. Lynch
Quantitative Volumetric K-Means Cluster Segmentation of Fibroglandular Tissue and Skin in Breast MRI
Anton Niukkanen, Otso Arponen, Aki Nykänen, Amro Masarwah, Anna Sutela, Timo Liimatainen, Ritva Vanninen, Mazen Sudah
Rethinking Skin Lesion Segmentation in a Convolutional Classifier
Jack Burdick, Oge Marques, Janet Weinthal, Borko Furht
Application of Super-Resolution Convolutional Neural Network for Enhancing Image Resolution in Chest CT
Kensuke Umehara, Junko Ota, Takayuki Ishida
Characterization of Pulmonary Nodules Based on Features of Margin Sharpness and Texture
José Raniery Ferreira Jr, Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo-Marques
Automated Segmentation and Quantification of Drusen in Fundus and Optical Coherence Tomography Images for Detection of ARMD
Samina Khalid, M. Usman Akram, Taimur Hassan, Amina Jameel, Tehmina Khalil
Comparative Approach of MRI-Based Brain Tumor Segmentation and Classification Using Genetic Algorithm
Nilesh Bhaskarrao Bahadure, Arun Kumar Ray, Har Pal Thethi
Outer Wall Segmentation of Abdominal Aortic Aneurysm by Variable Neighborhood Search Through Intensity and Gradient Spaces
Thanongchai Siriapisith, Worapan Kusakunniran, Peter Haddawy
Development and Validation of Segmentation Method for Lung Cancer Volumetry on Chest CT
Young Jae Kim, Seung Hyun Lee, Kun Young Lim, Kwang Gi Kim
MABAL: a Novel Deep-Learning Architecture for Machine-Assisted Bone Age Labeling
Simukayi Mutasa, Peter D. Chang, Carrie Ruzal-Shapiro, Rama Ayyala
Detection of Lung Contour with Closed Principal Curve and Machine Learning
Tao Peng, Yihuai Wang, Thomas Canhao Xu, Lianmin Shi, Jianwu Jiang, Shilang Zhu
Implementation of Enterprise Imaging Strategy at a Chinese Tertiary Hospital
Shanshan Li, Yao Liu, Yifang Yuan, Jia Li, Lan Wei, Yuelong Wang, Xiaolu Fei
Application of Color Transformation Techniques in Pediatric Spinal Cord MR Images: Typically Developing and Spinal Cord Injury Population
Mahdi Alizadeh, Pallav Shah, Chris J. Conklin, Devon M. Middleton, Sona Saksena, Adam E. Flanders, Laura Krisa, MJ Mulcahey, Scott H. Faro, Feroze B. Mohamed
A Novel Method for Correcting Non-uniform/Poor Illumination of Color Fundus Photographs
Sajib Kumar Saha, Di Xiao, Yogesan Kanagasingam
Assessing Documentation of Critical Imaging Result Follow-up Recommendations in Emergency Department Discharge Instructions
Anurag Gupta, Ronilda Lacson, Patricia C. Balthazar, Shan Haq, Adam B. Landman, Ramin Khorasani
Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards
Liam J. Caffery, David Clunie, Clara Curiel-Lewandrowski, Josep Malvehy, H. Peter Soyer, Allan C. Halpern