| 773 | -- | 787 | Adriana V. Gregory, Deema A. Anaam, Andrew J. Vercnocke, Marie E. Edwards, Vicente E. Torres, Peter C. Harris, Bradley J. Erickson, Timothy L. Kline. Semantic Instance Segmentation of Kidney Cysts in MR Images: A Fully Automated 3D Approach Developed Through Active Learning |
| 788 | -- | 797 | Maxim Privalov, Nils Beisemann, Jan Siad El Barbari, Eric Mandelka, Michael Müller, Hannah Syrek, Paul Alfred Grützner, Sven Yves Vetter. Software-Based Method for Automated Segmentation and Measurement of Wounds on Photographs Using Mask R-CNN: a Validation Study |
| 798 | -- | 810 | José Lucas Leite Calheiros, Lucas Benevides Viana de Amorim, Lucas Lins de Lima, Ailton Felix de Lima Filho, José Raniery Ferreira Jr., Marcelo Costa de Oliveira. The Effects of Perinodular Features on Solid Lung Nodule Classification |
| 811 | -- | 819 | Michael Travis Caton, Walter F. Wiggins, Stuart R. Pomerantz, Katherine P. Andriole. The Composite Severity Score for Lumbar Spine MRI: a Metric of Cumulative Degenerative Disease Predicts Time Spent on Interpretation and Reporting |
| 820 | -- | 832 | Salvatore Gitto, Renato Cuocolo, Ilaria Emili, Laura Tofanelli, Vito Chianca, Domenico Albano, Carmelo Messina, Massimo Imbriaco, Luca Maria Sconfienza. Effects of Interobserver Variability on 2D and 3D CT- and MRI-Based Texture Feature Reproducibility of Cartilaginous Bone Tumors |
| 833 | -- | 840 | Yang Deng, Lei You, Yanfei Wang, Xiaobo Zhou. A Coarse-to-Fine Framework for Automated Knee Bone and Cartilage Segmentation Data from the Osteoarthritis Initiative |
| 841 | -- | 845 | Andrew W. Kirkpatrick, Jessica L. McKee, Shabab Moeini, John Conly, Irene W. Y. Ma, Barry Baylis, Wade Hawkins. Pioneering Remotely Piloted Aerial Systems (Drone) Delivery of a Remotely Telementored Ultrasound Capability for Self Diagnosis and Assessment of Vulnerable Populations - the Sky Is the Limit |
| 846 | -- | 852 | Robert J. Harris, Scott G. Baginski, Yulia Bronstein, Shwan Kim, Jerry Lohr, Steve Towey, Zeljko Velichkovich, Tim Kabachenko, Ian Driscoll, Brian Baker. Measurement of Endotracheal Tube Positioning on Chest X-Ray Using Object Detection |
| 853 | -- | 861 | Dong-hyun Kim, Jin Gyo Jeong, Young-Jae Kim, Kwang Gi Kim, Ji Young Jeon. Automated Vertebral Segmentation and Measurement of Vertebral Compression Ratio Based on Deep Learning in X-Ray Images |
| 862 | -- | 876 | Ruqian Hao, Khashayar Namdar, Lin Liu, Masoom A. Haider, Farzad Khalvati. A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks |
| 877 | -- | 887 | Yang Zhang, Siwa Chan, Jeon-Hor Chen, Kai-Ting Chang, Chin-Yao Lin, Huay-Ben Pan, Wei-Ching Lin, Tiffany Kwong, Ritesh Parajuli, Rita S. Mehta, Sou-Hsin Chien, Min-Ying Su. Development of U-Net Breast Density Segmentation Method for Fat-Sat MR Images Using Transfer Learning Based on Non-Fat-Sat Model |
| 888 | -- | 897 | Robert D. E. Henderson, Xin Yi, Scott J. Adams, Paul S. Babyn. Automatic Detection and Classification of Multiple Catheters in Neonatal Radiographs with Deep Learning |
| 898 | -- | 904 | Su Kara, Jake Y. Akers, Peter D. Chang. Identification and Localization of Endotracheal Tube on Chest Radiographs Using a Cascaded Convolutional Neural Network Approach |
| 905 | -- | 921 | Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid. Multi-level Kronecker Convolutional Neural Network (ML-KCNN) for Glioma Segmentation from Multi-modal MRI Volumetric Data |
| 922 | -- | 931 | Feng Li 0018, Samuel G. Armato, Roger Engelmann, Thomas Rhines, Jennie Crosby, Li Lan, Maryellen L. Giger, Heber MacMahon. Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs |
| 932 | -- | 947 | Ranjana Agrawal, Sucheta Kulkarni, Rahee Walambe, Ketan Kotecha. Assistive Framework for Automatic Detection of All the Zones in Retinopathy of Prematurity Using Deep Learning |
| 948 | -- | 958 | Ta-Ching Chen, Wee Shin Lim, Victoria Y. Wang, Mei-Lan Ko, Shu-I Chiu, Yu-Shu Huang, Feipei Lai, Chung-May Yang, Fung-Rong Hu, Jyh-Shing Roger Jang, Chang-Hao Yang. Artificial Intelligence-Assisted Early Detection of Retinitis Pigmentosa - the Most Common Inherited Retinal Degeneration |
| 959 | -- | 966 | Joseph N. Stember, Gul Moonis, Cleber Silva. Panoramic Dental Reconstruction for Faster Detection of Dental Pathology on Medical Non-dental CT Scans: a Proof of Concept from CT Neck Soft Tissue |
| 967 | -- | 973 | Liam J. Caffery, Jochen Weber 0004, Nicholas Kurtansky, David A. Clunie, Steve Langer, George Shih, Allan Halpern, Veronica Rotemberg. DICOM in Dermoscopic Research: an Experience Report and a Way Forward |
| 974 | -- | 985 | Don K. Dennison, Robert M. Coleman, Ryan Fallon, Michael Toland, Richard Skip L. Kennedy, Brittany Tomlin. There's a New Sheriff in Town: When Enterprise IT Takes Over Imaging IT |
| 986 | -- | 1004 | Surajit Kundu, Santam Chakraborty, Jayanta Mukhopadhyay, Syamantak Das, Sanjoy Chatterjee, Rimpa Basu Achari, Indranil Mallick, Partha Pratim Das, Moses Arunsingh, Tapesh Bhattacharyyaa, Soumendranath Ray. Research Goal-Driven Data Model and Harmonization for De-Identifying Patient Data in Radiomics |
| 1005 | -- | 1013 | Pradeeban Kathiravelu, Puneet Sharma, Ashish Sharma, Imon Banerjee, Hari Trivedi, Saptarshi Purkayastha, Priyanshu Sinha, Alexandre Cadrin-Chenevert, Nabile Safdar, Judy Wawira Gichoya. A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images |
| 1014 | -- | 1025 | Cristina Marie Morales Mojica, Jose D. Velazco Garcia, Eleftherios P. Pappas, Theodosios Birbilis, Aaron T. Becker, Ernst L. Leiss, Andrew G. Webb, Ioannis Seimenis, Nikolaos V. Tsekos. A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures |
| 1026 | -- | 1033 | Walter F. Wiggins, M. Travis Caton, Kirti Magudia, Michael H. Rosenthal, Katherine P. Andriole. A Conference-Friendly, Hands-on Introduction to Deep Learning for Radiology Trainees |
| 1034 | -- | 1048 | Filipi Pires, Carlos Costa, Paulo Dias. On the Use of Virtual Reality for Medical Imaging Visualization |
| 1049 | -- | 1058 | Jeffrey D. Rudie, Jeffrey T. Duda, Michael Tran Duong, Po-Hao Chen, Long Xie, Robert Kurtz, Jeffrey B. Ware, Joshua Choi, Raghav R. Mattay, Emmanuel J. Botzolakis, James C. Gee, R. Nick Bryan, Tessa Sundaram Cook, Suyash Mohan, Ilya M. Nasrallah, Andreas M. Rauschecker. Brain MRI Deep Learning and Bayesian Inference System Augments Radiology Resident Performance |
| 1059 | -- | 1066 | Soham Banerjee, William F. Auffermann. RadSimPE - a Radiology Workstation Simulator for Perceptual Education |
| 1067 | -- | 1071 | Daniel R. Nemirovsky, Andrew J. Garcia, Puneet Gupta, Ezra Shoen, Naval Walia. Evaluation of Surgical Improvement of Clinical Knowledge Ops (SICKO), an Interactive Training Platform |
| 1072 | -- | 0 | Hina Raja, M. Usman Akram, Arslan Shaukat, Shoab Ahmed Khan, Norah Saleh Alghamdi, Sajid Gul Khawaja, Muhammad Noman Nazir. Correction to: Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis |