Ausgabe 2/2020
Inhalt (27 Artikel)
Automatic Staging of Cancer Tumors Using AIM Image Annotations and Ontologies
E. F. Luque, N. Miranda, D. L. Rubin, D. A. Moreira
Survey on Liver Tumour Resection Planning System: Steps, Techniques, and Parameters
Omar Ibrahim Alirr, Ashrani Aizzuddin Abd. Rahni
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
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
A Holistically-Nested U-Net: Surgical Instrument Segmentation Based on Convolutional Neural Network
Lingtao Yu, Pengcheng Wang, Xiaoyan Yu, Yusheng Yan, Yongqiang Xia
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
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
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
Generate Structured Radiology Report from CT Images Using Image Annotation Techniques: Preliminary Results with Liver CT
Samira Loveymi, Mir Hossein Dezfoulian, Muharram Mansoorizadeh
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
Assessing the Bone Age of Children in an Automatic Manner Newborn to 18 Years Range
Farzaneh Dehghani, Alireza Karimian, Mehri Sirous
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
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
Automatic Lumbar Spine Tracking Based on Siamese Convolutional Network
Yuan Liu, Xiubao Sui, Chengwei Liu, Xiaodong Kuang, Yong Hu
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
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
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
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
Three-Phase Automatic Brain Tumor Diagnosis System Using Patches Based Updated Run Length Region Growing Technique
T. Kalaiselvi, P. Kumarashankar, P. Sriramakrishnan
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
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
Improving Image Resolution of Whole-Heart Coronary MRA Using Convolutional Neural Network
Hiroki Kobayashi, Ryohei Nakayama, Akiyoshi Hizukuri, Masaki Ishida, Kakuya Kitagawa, Hajime Sakuma
Deep Learning for Low-Dose CT Denoising Using Perceptual Loss and Edge Detection Layer
Maryam Gholizadeh-Ansari, Javad Alirezaie, Paul Babyn
A Block Adaptive Near-Lossless Compression Algorithm for Medical Image Sequences and Diagnostic Quality Assessment
Urvashi Sharma, Meenakshi Sood, Emjee Puthooran
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
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
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