Journal: J. Digital Imaging

Volume 33, Issue 6

1365 -- 1375Yueming Li, Xuru Xu, Shuping Weng, Chuan Yan, Jianwei Chen, Rongping Ye. CT Image-Based Texture Analysis to Predict Microvascular Invasion in Primary Hepatocellular Carcinoma
1376 -- 1386Giacomo Nebbia, Qian Zhang, Dooman Arefan, Xinxiang Zhao, Shandong Wu. Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics
1387 -- 1392Chiaki Narisawa, Kenneth Sutherland, Yutong Lu, Akira Furusaki, Akira Sagawa, Tamotsu Kamishima. Validation of Fully Automatic Quantitative Software for Finger Joint Space Narrowing Progression for Rheumatoid Arthritis Patients
1393 -- 1400Scott J. Lee, Brent D. Weinberg, Ashwani Gore, Imon Banerjee. A Scalable Natural Language Processing for Inferring BT-RADS Categorization from Unstructured Brain Magnetic Resonance Reports
1401 -- 1403Mengmeng Yan, Weidong Wang. Radiomic Analysis of CT Predicts Tumor Response in Human Lung Cancer with Radiotherapy
1404 -- 1409Aylar Bayramova, Tejas Mane, Christian Hopkins, Ying Zheng, Temitayo A. Ogunleye, Susan C. Taylor, Leslie Castelo-Soccio, Elena Bernardis. Photographing Alopecia: How Many Pixels Are Needed for Clinical Evaluation?
1410 -- 1427Mustafa Hakan Bozkurt, Serap Karagol. Jaw and Teeth Segmentation on the Panoramic X-Ray Images for Dental Human Identification
1428 -- 1442Hina Raja, M. Usman Akram, Arslan Shaukat, Shoab Ahmed Khan, Norah Alghamdi, Sajid Gul Khawaja, Noman Nazir. Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis
1443 -- 1464Anam Fatima, Ahmad Raza Shahid, Basit Raza, Tahir Mustafa Madni, Uzair Iqbal Janjua. State-of-the-Art Traditional to the Machine- and Deep-Learning-Based Skull Stripping Techniques, Models, and Algorithms
1465 -- 1478Caixia Liu, Mingyong Pang. Extracting Lungs from CT Images via Deep Convolutional Neural Network Based Segmentation and Two-Pass Contour Refinement
1479 -- 1486Massimo Cristofaro, Pierluca Piselli, Elisa Pianura, Ada Petrone, Claudia Cimaglia, Federica Di Stefano, Fabrizio Albarello, Vincenzo Schininà. Patient Access to an Online Portal for Outpatient Radiological Images and Reports: Two Years' Experience
1487 -- 1498Rui Lebre, Luís A. Bastião Silva, Carlos Costa 0001. A Cloud-Ready Architecture for Shared Medical Imaging Repository
1499 -- 1513Jagjot Singh Wadali, Sanjay P. Sood, Rajesh Kaushish, Shabbir Syed-Abdul, Praveen K. Khosla, Madhu Bhatia. Evaluation of Free, Open-source, Web-based DICOM Viewers for the Indian National Telemedicine Service (eSanjeevani)
1514 -- 1526Qifei Dong, Gang Luo 0001, David Haynor, Michael O'Reilly, Ken Linnau, Ziv Yaniv, Jeffrey G. Jarvik, Nathan M. Cross. DicomAnnotator: a Configurable Open-Source Software Program for Efficient DICOM Image Annotation
1527 -- 1542Marco Eichelberg, Klaus Kleber, Marc Kämmerer. Cybersecurity in PACS and Medical Imaging: an Overview
1543 -- 1553Toru Tanaka, Ryo Ishikawa, Keita Nakagomi, Kazuhiro Miyasa, Kiyohide Satoh, Masahiro Yakami, Thai Akasaka, Koji Onoue, Takeshi Kubo, Mizuho Nishio, Yutaka Emoto, Kaori Togashi. Adaptive Voxel Matching for Temporal CT Subtraction

Volume 33, Issue 5

1065 -- 1072Matthew Mouawad, Heather Biernaski, Muriel Brackstone, Michael Lock, Anat Kornecki, Olga Shmuilovich, Ilanit Ben Nachum, Frank S. Prato, R. Terry Thompson, Stewart Gaede, Neil Gelman. The Effect of Registration on Voxel-Wise Tofts Model Parameters and Uncertainties from DCE-MRI of Early-Stage Breast Cancer Patients Using 3DSlicer
1073 -- 1090Ahsan Bin Tufail, Yong-Kui Ma, Qiu-Na Zhang. Binary Classification of Alzheimer's Disease Using sMRI Imaging Modality and Deep Learning
1091 -- 1121Asha Das, Madhu S. Nair, S. David Peter. Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review
1122 -- 1135Malihe Molaie, Reza Aghaeizadeh Zoroofi. A Knowledge-Based Modality-Independent Technique for Concurrent Thigh Muscle Segmentation: Applicable to CT and MR Images
1136 -- 1143Maxim Privalov, Marcus Mohr, Benedict Swartman, Nils Beisemann, Holger Keil, Jochen Franke, Paul Alfred Grützner, Sven Yves Vetter. Evaluation of Software-Based Metal Artifact Reduction in Intraoperative 3D Imaging of the Spine Using a Mobile Cone Beam CT
1144 -- 1154Yangfan Ni, Yuanyuan Yang, Dezhong Zheng, Zhe Xie, Haozhe Huang, Weidong Wang. The Invasiveness Classification of Ground-Glass Nodules Using 3D Attention Network and HRCT
1155 -- 1166Yupeng Xu, Yi Zhang, Ke Bi, Zhiyu Ning, Lisha Xu, Mengjun Shen, Guoying Deng, Yin Wang. Boundary Restored Network for Subpleural Pulmonary Lesion Segmentation on Ultrasound Images at Local and Global Scales
1167 -- 1184Md. Asadur Rahman, Abu Bakar Siddik, Tarun Kanti Ghosh, Farzana Khanam, Mohiuddin Ahmad. A Narrative Review on Clinical Applications of fNIRS
1185 -- 1193Mats Lidén, Ola Hjelmgren, Jenny Vikgren, Per Thunberg. Multi-Reader-Multi-Split Annotation of Emphysema in Computed Tomography
1194 -- 1201Andrew L. Callen, Sara M. Dupont, Adi Price, Ben Laguna, David McCoy, Bao Do, Jason Talbott, Marc D. Kohli, Jared Narvid. Between Always and Never: Evaluating Uncertainty in Radiology Reports Using Natural Language Processing
1202 -- 1208Soon Woo Kwon, Ik Joon Choi, Ju Yong Kang, Won Il Jang, Guk-Haeng Lee, Myung Chul Lee. Ultrasonographic Thyroid Nodule Classification Using a Deep Convolutional Neural Network with Surgical Pathology
1209 -- 1217Simukayi Mutasa, Sowmya Varada, Akshay Goel, Tony T. Wong, Michael J. Rasiej. Advanced Deep Learning Techniques Applied to Automated Femoral Neck Fracture Detection and Classification
1218 -- 1223Heqing Zhang, Lin Han, Ke Chen, Yulan Peng, Jiangli Lin. Diagnostic Efficiency of the Breast Ultrasound Computer-Aided Prediction Model Based on Convolutional Neural Network in Breast Cancer
1224 -- 1241Imene Mecheter, Lejla Alic, Maysam Abbod, Abbes Amira, Jim Ji 0001. MR Image-Based Attenuation Correction of Brain PET Imaging: Review of Literature on Machine Learning Approaches for Segmentation
1242 -- 1256Hong Liu 0005, Haichao Cao, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Chuhua Liu, Chih-Cheng Hung. Multi-model Ensemble Learning Architecture Based on 3D CNN for Lung Nodule Malignancy Suspiciousness Classification
1257 -- 1265Kadie Clancy, Sarah S. Aboutalib, Aly A. Mohamed, Jules H. Sumkin, Shandong Wu. Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study
1266 -- 1279Ruoyun Liu, Shichong Zhou, Yi Guo 0002, Yuanyuan Wang 0001, Cai Chang. Nodule Localization in Thyroid Ultrasound Images with a Joint-Training Convolutional Neural Network
1280 -- 1291Michael O'Reilly, Michael Hoff, Seth D. Friedman, James F. X. Jones, Nathan M. Cross. Simulating Tissues with 3D-Printed and Castable Materials
1292 -- 1300Hui Yan, Yexiong Li, Jianrong Dai. Four-Dimensional Cone-Beam Computed Tomography Image Compression Using Video Encoder for Radiotherapy
1301 -- 1305Volkan Tuncay, Jan Zijlstra, Matthijs Oudkerk, Peter M. A. van Ooijen. Design, Implementation, and Validation of a Pulsatile Heart Phantom Pump
1306 -- 1324R. Jenkin Suji, Sarita Singh Bhadouria, Joydip Dhar, W. Wilfred Godfrey. Optical Flow Methods for Lung Nodule Segmentation on LIDC-IDRI Images
1325 -- 1334Khalid M. Hosny, Mohamed A. Kassem, Mohamed M. Fouad. Classification of Skin Lesions into Seven Classes Using Transfer Learning with AlexNet
1335 -- 1351Joaquim de Moura, Gabriela Samagaio, Jorge Novo, Pablo Almuina, María Isabel Fernández, Marcos Ortega. Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images
1352 -- 1363He Gai, Yi Wang, Leanne Lai Hang Chan, Bernard Chiu. Identification of Retinal Ganglion Cells from β-III Stained Fluorescent Microscopic Images

Volume 33, Issue 4

815 -- 0J. Raymond Geis. Implementing Digital Imaging in the Developing World
816 -- 825KyeongTaek Oh, Sangwon Lee, Haeun Lee, Mijin Yun, Sun K. Yoo. Semantic Segmentation of White Matter in FDG-PET Using Generative Adversarial Network
826 -- 837Zhiwei Zhang, Jingjing Xiao, Shandong Wu, Fajin Lv, Junwei Gong, Lin Jiang, Renqiang Yu, Tianyou Luo. Deep Convolutional Radiomic Features on Diffusion Tensor Images for Classification of Glioma Grades
838 -- 845Seokmin Han, Sung Il Hwang, Hak Jong Lee. A Weak and Semi-supervised Segmentation Method for Prostate Cancer in TRUS Images
846 -- 857Wangxia Zuo, Fuqiang Zhou, YuZhu He. An Embedded Multi-branch 3D Convolution Neural Network for False Positive Reduction in Lung Nodule Detection
858 -- 868Felipe André Zeiser, Cristiano André da Costa, Tiago Zonta, Nuno M. C. Marques, Adriana Vial Roehe, Marcelo Moreno, Rodrigo Da Rosa Righi. Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning
869 -- 878JuMin Zhao, Chen Zhang, Dengao Li, Jing Niu. Combining multi-scale feature fusion with multi-attribute grading, a CNN model for benign and malignant classification of pulmonary nodules
879 -- 887Arnaldo Stanzione, Carlo Ricciardi, Renato Cuocolo, Valeria Romeo, Jessica Petrone, Michela Sarnataro, Pier Paolo Mainenti, Giovanni Improta, Filippo De Rosa, Luigi Insabato, Arturo Brunetti, Simone Maurea. MRI Radiomics for the Prediction of Fuhrman Grade in Clear Cell Renal Cell Carcinoma: a Machine Learning Exploratory Study
888 -- 894Skander Jemaa, Jill Fredrickson, Richard A. D. Carano, Tina Nielsen, Alex de Crespigny, Thomas Bengtsson. Tumor Segmentation and Feature Extraction from Whole-Body FDG-PET/CT Using Cascaded 2D and 3D Convolutional Neural Networks
895 -- 902Dipanjan Moitra, Rakesh Kumar Mandal. Prediction of Non-small Cell Lung Cancer Histology by a Deep Ensemble of Convolutional and Bidirectional Recurrent Neural Network
903 -- 915Hiba Mzoughi, Ines Njeh, Ali Wali, Mohamed Ben Slima, Ahmed BenHamida, Chokri Mhiri, Kharedine Ben Mahfoudhe. Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification
916 -- 929Emre Ölmez, Volkan Akdogan, Murat Korkmaz, Orhan Er. Automatic Segmentation of Meniscus in Multispectral MRI Using Regions with Convolutional Neural Network (R-CNN)
930 -- 936Joseph N. Stember, K. L. Terilli, E. Perez, M. Megjhani, C. A. Cooper, S. Jambawalikar, S. Park. Surface Point Cloud Ultrasound with Transcranial Doppler: Coregistration of Surface Point Cloud Ultrasound with Magnetic Resonance Angiography for Improved Reproducibility, Visualization, and Navigation in Transcranial Doppler Ultrasound
937 -- 945Ahmad Maaref, Francisco Perdigón Romero, Emmanuel Montagnon, Milena Cerny, Bich Nguyen, Franck Vandenbroucke-Menu, Geneviève Soucy, Simon Turcotte, An Tang, Samuel Kadoury. Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach
946 -- 957Tiejun Yang, Tingting Wu, Lei Li, Chunhua Zhu. SUD-GAN: Deep Convolution Generative Adversarial Network Combined with Short Connection and Dense Block for Retinal Vessel Segmentation
958 -- 970Saban Öztürk, Umut Özkaya. Skin Lesion Segmentation with Improved Convolutional Neural Network
971 -- 987Muhammad Kashif, Gulistan Raja, Furqan Shaukat. An Efficient Content-Based Image Retrieval System for the Diagnosis of Lung Diseases
988 -- 995Thusitha De Silva Mabotuwana, Christopher S. Hall, Nathan Cross. Framework for Extracting Critical Findings in Radiology Reports
996 -- 1001Ameena Elahi, Farouk Dako, Jonathan Zember, Bunmi Ojetayo, Dale A. Gerus, Alan Schweitzer, Daniel J. Mollura, Omer Awan. Overcoming Challenges for Successful PACS Installation in Low-Resource Regions: Our Experience in Nigeria
1002 -- 1008J. Martijn Nobel, Sander Puts, Frans C. H. Bakers, Simon G. F. Robben, André L. A. J. Dekker. Natural Language Processing in Dutch Free Text Radiology Reports: Challenges in a Small Language Area Staging Pulmonary Oncology
1009 -- 1015S. E. Ziegler. Rapid Design and Development of a Network Isolated DICOM Service Class Provider Device
1016 -- 1025Mathias Kaspar, Leon Liman, Maximilian Ertl, Georg Fette, Lea Katharina Seidlmayer, Laura Schreiber, Frank Puppe, Stefan Störk. Unlocking the PACS DICOM Domain for its Use in Clinical Research Data Warehouses
1026 -- 1033Florian Jungmann, G. Arnhold, B. Kämpgen, T. Jorg, C. Düber, P. Mildenberger, R. Kloeckner. A Hybrid Reporting Platform for Extended RadLex Coding Combining Structured Reporting Templates and Natural Language Processing
1034 -- 1040Neeta Kumar, Ruchika Gupta, Sanjay Gupta. Whole Slide Imaging (WSI) in Pathology: Current Perspectives and Future Directions
1041 -- 1046Jae Ho Sohn, Yeshwant Reddy Chillakuru, Stanley Lee, Amie Y. Lee, Tatiana Kelil, Christopher Paul Hess, Youngho Seo, Thienkhai Vu, Bonnie N. Joe. An Open-Source, Vender Agnostic Hardware and Software Pipeline for Integration of Artificial Intelligence in Radiology Workflow
1047 -- 1052Hilda H. Tso, Jay R. Parikh. Using Facebook Live to Advocate Breast Cancer Screening
1053 -- 1057Lilly Kauffman, Edmund M. Weisberg, John Eng, Elliot K. Fishman. Is a Picture Really Worth More than a Thousand Words? Which Instagram Post Types Elicit the Best Response for Radiology Education
1058 -- 1064Lilly Kauffman, Sara Raminpour, Edmund M. Weisberg, Elliot K. Fishman. So You Want to Develop an App for Radiology Education? What You Need to Know to Be Successful

Volume 33, Issue 3

555 -- 562Azita Yazdani, Marjan Ghazi Saeedi, Nasrin Ahmadinejad, Masoumeh Giti, Habibe Amjadi, Azin Nahvijou. Automated Misspelling Detection and Correction in Persian Clinical Text
563 -- 573Rim Messaoudi, Achraf Mtibaa, Antoine Vacavant, Faïez Gargouri, Faouzi Jaziri. Ontologies for Liver Diseases Representation: A Systematic Literature Review
574 -- 585Dang N. H. Thanh, V. B. Surya Prasath, Le Minh Hieu, Nguyen Ngoc Hien. Melanoma Skin Cancer Detection Method Based on Adaptive Principal Curvature, Colour Normalisation and Feature Extraction with the ABCD Rule
586 -- 594Anton S. Becker, Julian Kirchner, Thomas Sartoretti, Soleen Ghafoor, Sungmin Woo, Chong Hyun Suh, Joseph P. Erinjeri, Hedvig Hricak, Herbert Alberto Vargas. Interactive, Up-to-date Meta-Analysis of MRI in the Management of Men with Suspected Prostate Cancer
595 -- 601Najmeh Hasani, AghaFatemeh Hosseini, Abbas Sheikhtaheri. Effect of Implementation of Picture Archiving and Communication System on Radiologist Reporting Time and Utilization of Radiology Services: A Case Study in Iran
602 -- 606Hailey H. Choi, Ross W. Filice. Streamlining Radiologist Workflow for Multidisciplinary Conferences: A Web-Based System to Represent Radiology
607 -- 612Tony Lindsey, Jin Ju Lee. Automated Cardiovascular Pathology Assessment Using Semantic Segmentation and Ensemble Learning
613 -- 618Tsung-Ying Ho, Chun-Hung Chao, Shy Chyi Chin, Shu-Hang Ng, Chung-Jan Kang, Ngan-Ming Tsang. Classifying Neck Lymph Nodes of Head and Neck Squamous Cell Carcinoma in MRI Images with Radiomic Features
619 -- 631Vidya Kudva, Keerthana Prasad, Shyamala Guruvare. Hybrid Transfer Learning for Classification of Uterine Cervix Images for Cervical Cancer Screening
632 -- 654Shallu Sharma, Rajesh Mehra. Conventional Machine Learning and Deep Learning Approach for Multi-Classification of Breast Cancer Histopathology Images - a Comparative Insight
655 -- 677Amitava Halder, Debangshu Dey, Anup K. Sadhu. Lung Nodule Detection from Feature Engineering to Deep Learning in Thoracic CT Images: a Comprehensive Review
678 -- 684Ganesh Singadkar, Abhishek Mahajan, Meenakshi Thakur, Sanjay N. Talbar. Deep Deconvolutional Residual Network Based Automatic Lung Nodule Segmentation
685 -- 696Fangfang Han, Linkai Yan, Junxin Chen, Yueyang Teng, Shuo Chen 0005, Shouliang Qi, Wei Qian, Jie Yang, William Moore, Shu Zhang, Zhengrong Liang. Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning
697 -- 707Ivan Drnasin, Mislav Grgic, Gordan Gledec. Exploring WebRTC Potential for DICOM File Sharing
708 -- 721Altay Brusan, F. Aytaç Durmaz, Alper Yaman, Cengizhan Öztürk. iBEX: Modular Open-Source Software for Digital Radiography
722 -- 725Nagasai Adusumilli. Mobile MIM: a Portable Solution in Imaging
726 -- 734Morgan P. McBee, Chad Wilcox. Blockchain Technology: Principles and Applications in Medical Imaging
735 -- 746Supriya Gupta, Elizabeth M. Johnson, Justin G. Peacock, Liwei Jiang, Morgan P. McBee, Michael B. Sneider, Elizabeth A. Krupinski. Radiology, Mobile Devices, and Internet of Things (IoT)
747 -- 762Romane Gauriau, Christopher P. Bridge, Lina Chen, Felipe Kitamura, Neil A. Tenenholtz, John E. Kirsch, Katherine P. Andriole, Mark H. Michalski, Bernardo C. Bizzo. Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets
763 -- 775Samson Chibuta, Aybar C. Acar. Real-time Malaria Parasite Screening in Thick Blood Smears for Low-Resource Setting
776 -- 791Ramin Javan, Aditya Rao, Bryan S. Jeun, Aalap Herur-Raman, Neha Singh, Parisa Heidari. From CT to 3D Printed Models, Serious Gaming, and Virtual Reality: Framework for Educational 3D Visualization of Complex Anatomical Spaces From Within - the Pterygopalatine Fossa
792 -- 796Ish A. Talati, Hailey H. Choi, Ross W. Filice. Cinebot: Creation of Movies and Animated GIFs Directly from PACS - Efficiency in Presentation and Education
797 -- 813Priya Deshpande, Alexander Rasin, Jun Son, Sungmin Kim, Eli T. Brown, Jacob D. Furst, Daniela Stan Raicu, Steven M. Montner, Samuel G. Armato. Ontology-Based Radiology Teaching File Summarization, Coverage, and Integration

Volume 33, Issue 2

287 -- 303Edson F. Luque, Nelson Miranda, Daniel L. Rubin, Dilvan A. Moreira. Automatic Staging of Cancer Tumors Using AIM Image Annotations and Ontologies
304 -- 323Omar Ibrahim Al Irr, Ashrani Aizzuddin Abd. Rahni. Survey on Liver Tumour Resection Planning System: Steps, Techniques, and Parameters
324 -- 333Ramin Javan, Maureen Schickel, Yuanlong Zhao, Terry Agbo, Cullen Fleming, Parisa Heidari, Taha Gholipour, Donald C. Shields, Mohamad Koubeissi. Using 3D-Printed Mesh-Like Brain Cortex with Deep Structures for Planning Intracranial EEG Electrode Placement
334 -- 340Fatemeh Homayounieh, Ramandeep Singh, TianQi Chen, Ellen J. Sugarman, Thomas J. Schultz, Subba R. Digumarthy, Keith J. Dreyer, Mannudeep K. Kalra. Viewing Imaging Studies: How Patient Location and Imaging Site Affect Referring Physicians
341 -- 347Lingtao Yu, Pengcheng Wang, Xiaoyan Yu, Yusheng Yan, Yongqiang Xia. A Holistically-Nested U-Net: Surgical Instrument Segmentation Based on Convolutional Neural Network
348 -- 354Sadaf Sahraian, Matthew D. Alvin, Arya Haj-Mirzaian, Rozita Jalilianhasanpour, Elham Beheshtian, Evan Honig, Mona Shahriari, Mert Uzner, Shadpour Demehri, David M. Yousem. Musculoskeletal Radiology Reports: Overlooked or Valuable?
355 -- 360Ameena Elahi, Donovan Reid, Regina O. Redfern, Charles E. Kahn, Tessa Sundaram Cook. Automating Import and Reconciliation of Outside Examinations Submitted to an Academic Radiology Department
361 -- 374Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh, Ilanthodi Sandhya. Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images
375 -- 390Samira Loveymi, Mir Hossein Dezfoulian, Muharram Mansoorizadeh. Generate Structured Radiology Report from CT Images Using Image Annotation Techniques: Preliminary Results with Liver CT
391 -- 398Mohammadreza Hedyehzadeh, Keivan Maghooli, Mohammad MomenGharibvand, Stephen Pistorius. 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
399 -- 407Farzaneh Dehghani, Alireza Karimian, Mehri Sirous. Assessing the Bone Age of Children in an Automatic Manner Newborn to 18 Years Range
408 -- 413Karin Dembrower, Peter Lindholm, Fredrik Strand. 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)
414 -- 422Ni Gao, Sijia Tian, Xia Li, Jian Huang, Jingjing Wang, Sipeng Chen, Yuan Ma, Xiangtong Liu, Xiuhua Guo. Three-Dimensional Texture Feature Analysis of Pulmonary Nodules in CT Images: Lung Cancer Predictive Models Based on Support Vector Machine Classifier
423 -- 430Yuan Liu 0015, Xiubao Sui, Chengwei Liu, Xiaodong Kuang, Yong Hu. Automatic Lumbar Spine Tracking Based on Siamese Convolutional Network
431 -- 438Vikash Gupta, Mutlu Demirer, Matthew T. Bigelow, Kevin J. Little, Sema Candemir, Luciano M. Prevedello, Richard D. White, Thomas P. O'Donnell, Michael Wels, Barbaros S. Erdal. 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
439 -- 446Sara Ranjbar, Kyle W. Singleton, Pamela R. Jackson, Cassandra R. Rickertsen, Scott A. Whitmire, Kamala R. Clark-Swanson, Joseph Ross Mitchell, Kristin R. Swanson, Leland S. Hu. A Deep Convolutional Neural Network for Annotation of Magnetic Resonance Imaging Sequence Type
447 -- 455Tomomi Nobashi, Claudia Zacharias, Jason K. Ellis, Valentina Ferri, Mary Ellen Koran, Benjamin L. Franc, Andrei Iagaru, Guido A. Davidzon. Performance Comparison of Individual and Ensemble CNN Models for the Classification of Brain 18F-FDG-PET Scans
456 -- 464Elizabeth Silvestro, Khalil N. Betts, Michael L. Francavilla, Savvas Andronikou, Raymond W. Sze. Imaging Properties of Additive Manufactured (3D Printed) Materials for Potential Use for Phantom Models
465 -- 479T. Kalaiselvi, P. Kumarashankar, Padmanaban Sriramakrishnan. Three-Phase Automatic Brain Tumor Diagnosis System Using Patches Based Updated Run Length Region Growing Technique
480 -- 489Jordy K. van Zandwijk, Volkan Tuncay, Rozemarijn Vliegenthart, Gert Jan Pelgrim, Cornelis H. Slump, Matthijs Oudkerk, Peter M. A. van Ooijen. Assessment of Dynamic Change of Coronary Artery Geometry and Its Relationship to Coronary Artery Disease, Based on Coronary CT Angiography
490 -- 496Ross 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. Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset
497 -- 503Hiroki Kobayashi, Ryohei Nakayama, Akiyoshi Hizukuri, Masaki Ishida, Kakuya Kitagawa, Hajime Sakuma. Improving Image Resolution of Whole-Heart Coronary MRA Using Convolutional Neural Network
504 -- 515Maryam Gholizadeh-Ansari, Javad Alirezaie, Paul S. Babyn. Deep Learning for Low-Dose CT Denoising Using Perceptual Loss and Edge Detection Layer
516 -- 530Urvashi Sharma, Meenakshi Sood, Emjee Puthooran. A Block Adaptive Near-Lossless Compression Algorithm for Medical Image Sequences and Diagnostic Quality Assessment
531 -- 537Takashi Mizukuchi, Takeshi Uemura, Satoru Kondo, Shinji Abe, Shiro Adachi, Naoki Okumura, Takahisa Kondo, Shuji Koyama. Automatic Remasking of Digital Subtraction Angiography Images in Pulmonary Angiography
538 -- 546Dongyeon Lee, Chulkyu Park, Younghwan Lim, Hyosung Cho. A Metal Artifact Reduction Method Using a Fully Convolutional Network in the Sinogram and Image Domains for Dental Computed Tomography
547 -- 553Valeria Makeeva, Brianna L. Vey, Tessa Sundaram Cook, Paul G. Nagy, Ross W. Filice, Kenneth C. Wang, P. Balthazar, P. Harri, Nabile M. Safdar. Imaging Informatics Fellowship Curriculum: a Survey to Identify Core Topics and Potential Inter-Program Areas of Collaboration

Volume 33, Issue 1

1 -- 0Janice C. Honeyman-Buck. Editorial
2 -- 0David E. Avrin. Editorial
3 -- 5Elizabeth A. Krupinski. SIIM Announces New Awards!
6 -- 16Kenneth R. Persons, Jason Nagels, Chris Carr, David S. Mendelson, Henri (Rik) Primo, Bernd Fischer, Matthew K. Doyle. Interoperability and Considerations for Standards-Based Exchange of Medical Images: HIMSS-SIIM Collaborative White Paper
17 -- 20Andres Elovic, Ali Pourmand. Lexicomp App Review
21 -- 24Andres Elovic, Ali Pourmand. DynaMed Plus App Review
25 -- 36David M. Cohn, Tarub S. Mabud, Victoria A. Arendt, Andre D. Souffrant, Gyeong S. Jeon, Xiao An, William T. Kuo, Daniel Y. Sze, Lawrence V. Hofmann, Daniel L. Rubin. Toward Data-Driven Learning Healthcare Systems in Interventional Radiology: Implementation to Evaluate Venous Stent Patency
37 -- 48Cheryl A. Petersilge. The Enterprise Imaging Value Proposition
49 -- 53Nathaniel C. Swinburne, David S. Mendelson, Daniel L. Rubin. Advancing Semantic Interoperability of Image Annotations: Automated Conversion of Non-standard Image Annotations in a Commercial PACS to the Annotation and Image Markup
54 -- 63Andreas Brühschwein, Julius Klever, Anne-Sophie Hoffmann, Denise Huber, Elisabeth Kaufmann, Sven Reese, Andrea Meyer-Lindenberg. Free DICOM-Viewers for Veterinary Medicine
64 -- 70Ibrahim I. Suliman. Estimates of Patient Radiation Doses in Digital Radiography Using DICOM Information at a Large Teaching Hospital in Oman
71 -- 82Dmytro Luzhbin, Jay Wu. Model Image-Based Metal Artifact Reduction for Computed Tomography
83 -- 87Oren J. Mechanic, Nicholas D. Kurtzman, David T. Chiu, Larry A. Nathanson, Seth J. Berkowitz. Point of Care Image Capture with a Custom Smartphone Application: Experience with an Encounter-Based Workflow
88 -- 98Gustavo H. M. B. Motta, Danilo A. B. Araújo, Juracy R. Lucena-Neto, Paulo M. Azevedo-Marques, Saulo da Silva Cordeiro, Severino A. Araújo-Neto. Towards an Information Infrastructure for Medical Image Sharing
99 -- 110Alessio Virzì, Cécile Olivia Muller, Jean-Baptiste Marret, Eva Mille, Laureline Berteloot, David Grévent, Nathalie Boddaert, Pietro Gori, Sabine Sarnacki, Isabelle Bloch. Comprehensive Review of 3D Segmentation Software Tools for MRI Usable for Pelvic Surgery Planning
111 -- 120Asif Ahmed Anik, Brian A. Xavier, Jan Hansmann, Emmanuel Ansong, Jinsong Chen, Linping Zhao, Edward Michals. Accuracy and Reproducibility of Linear and Angular Measurements in Virtual Reality: a Validation Study
121 -- 130Sandeep Dalal, Vadiraj Hombal, Wei-Hung Weng, Gabe Mankovich, Thusitha De Silva Mabotuwana, Christopher S. Hall, Joseph Fuller, Bruce E. Lehnert, Martin L. Gunn. Determining Follow-Up Imaging Study Using Radiology Reports
131 -- 136Robert Lou, Darco Lalevic, Charles Chambers, Hanna M. Zafar, Tessa Sundaram Cook. Automated Detection of Radiology Reports that Require Follow-up Imaging Using Natural Language Processing Feature Engineering and Machine Learning Classification
137 -- 142John L. Burns, Dan Hasting, Judy W. Gichoya, Ben McKibben, Lindsey Shea, Mark Frank. Just in Time Radiology Decision Support Using Real-time Data Feeds
143 -- 150Ray Zhang, Vamsi R. Narra, Akash P. Kansagra. Large-Scale Assessment of Scan-Time Variability and Multiple-Procedure Efficiency for Cross-Sectional Neuroradiological Exams in Clinical Practice
151 -- 158Lamiaa Abdel-Hamid. Glaucoma Detection from Retinal Images Using Statistical and Textural Wavelet Features
159 -- 167D. Jeba Derwin, S. Tamil Selvi, O. Jeba Singh. Secondary Observer System for Detection of Microaneurysms in Fundus Images Using Texture Descriptors
168 -- 180Vallikutti Sathananthavathi, Indumathi Ganesan, Swetha Ranjani A.. Parallel Architecture of Fully Convolved Neural Network for Retinal Vessel Segmentation
181 -- 190Xin Yi, Scott J. Adams, Paul S. Babyn, Abdul Elnajmi. Automatic Catheter and Tube Detection in Pediatric X-ray Images Using a Scale-Recurrent Network and Synthetic Data
191 -- 203Faisal Rehman, Syed Irtiza Ali Shah, Muhammad Naveed Riaz, Syed Omer Gilani, Faiza R.. A Region-Based Deep Level Set Formulation for Vertebral Bone Segmentation of Osteoporotic Fractures
204 -- 210Samir D. Mehta, Ronnie Sebro. Computer-Aided Detection of Incidental Lumbar Spine Fractures from Routine Dual-Energy X-Ray Absorptiometry (DEXA) Studies Using a Support Vector Machine (SVM) Classifier
211 -- 220Dingrong Yi, Linghua Kong, Yanli Zhao. Contrast-Enhancing Snapshot Narrow-Band Imaging Method for Real-Time Computer-Aided Cervical Cancer Screening
221 -- 230Jongha Park, Jihye Yun, Namkug Kim, BeomHee Park, Yongwon Cho, Hee-Jun Park, Mijeong Song, Minho Lee, Joon Beom Seo. Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets
231 -- 242Marek Kowal, Michal Zejmo, Marcin Skobel, Józef Korbicz, Roman Monczak. Cell Nuclei Segmentation in Cytological Images Using Convolutional Neural Network and Seeded Watershed Algorithm
243 -- 251David Dreizin, Yuyin Zhou, Yixiao Zhang, Nikki Tirada, Alan L. Yuille. Performance of a Deep Learning Algorithm for Automated Segmentation and Quantification of Traumatic Pelvic Hematomas on CT
252 -- 261Varun Srivastava, Ravindra Kr. Purwar. Classification of CT Scan Images of Lungs Using Deep Convolutional Neural Network with External Shape-Based Features
262 -- 272Hyunna Lee, Kyesam Jung, Dong-Wha Kang, Namkug Kim. Fully Automated and Real-Time Volumetric Measurement of Infarct Core and Penumbra in Diffusion- and Perfusion-Weighted MRI of Patients with Hyper-Acute Stroke
273 -- 285Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke. Feature Enhancement in Medical Ultrasound Videos Using Contrast-Limited Adaptive Histogram Equalization