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Journal of Digital Imaging, Volume 32
Volume 32, Number 1, February 2019
- Justin Buro:
App Review Series: Doximity. 1-5 - Amir M. Tahmasebi
, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn
Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning. 6-18 - Walter Koza
Automatic Detection of Negated Findings in Radiological Reports for Spanish Language: Methodology Based on Lexicon-Grammatical Information Processing. 19-29 - Hari Trivedi
Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning. 30-37 - Justin Sutherland
Applying Modern Virtual and Augmented Reality Technologies to Medical Images and Models. 38-53 - Mona Alhajeri, Syed Ghulam Sarwar Shah
Limitations in and Solutions for Improving the Functionality of Picture Archiving and Communication System: an Exploratory Study of PACS Professionals' Perspectives. 54-67 - Sebastian Nowak
Synchronization and Alignment of Follow-up Examinations: a Practical and Educational Approach Using the DICOM Reference Coordinate System. 68-74 - Dan Kayhart
Using an Existing DICOM Infrastructure to Enhance the Availability, Quality, and Efficiency of Imaging Throughout the Healthcare Enterprise. 75-80 - Hongyu Chen, Vineeth Gangaram, George Shih:
Developing a More Responsive Radiology Resident Dashboard. 81-90 - Brianna L. Vey
A Survey of Imaging Informatics Fellowships and Their Curricula: Current State Assessment. 91-96 - Dominique Duncan
Using Virtual Reality to Improve Performance and User Experience in Manual Correction of MRI Segmentation Errors by Non-experts. 97-104 - Farnaz Hoseini
AdaptAhead Optimization Algorithm for Learning Deep CNN Applied to MRI Segmentation. 105-115 - Rim Messaoudi
Ontology-Based Approach for Liver Cancer Diagnosis and Treatment. 116-130 - Hongjun Yoon, Joohyung Lee, Ji Eun Oh, Hong Rae Kim, Seonhye Lee, Hee Jin Chang, Dae Kyung Sohn
Tumor Identification in Colorectal Histology Images Using a Convolutional Neural Network. 131-140 - Richard Ha
Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal Enhancement. 141-147 - Herng-Hua Chang
An Automatic Parameter Decision System of Bilateral Filtering with GPU-Based Acceleration for Brain MR Images. 148-161 - Bahar Khorram, Mehran Yazdi
A New Optimized Thresholding Method Using Ant Colony Algorithm for MR Brain Image Segmentation. 162-174 - Choonsik Lee, Gleb A. Kuzmin, Jinyong Bae, Jianhua Yao
Automatic Mapping of CT Scan Locations on Computational Human Phantoms for Organ Dose Estimation. 175-182 - Lichun Zhang, Dehui Xiang
OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization. 183-197
Volume 32, Number 2, April 2019
- Elizabeth A. Krupinski:
Writing Systematic Reviews of the Literature - It Really Is a Systematic Process! 199-200 - Andres Elovic
Lung Nodule Manager App Review. 201-202 - Kimberly Middleton
Glomerular Filtration Rate Calculator App Review. 203-205 - Ross W. Filice, Charles E. Kahn Jr.
Integrating an Ontology of Radiology Differential Diagnosis with ICD-10-CM, RadLex, and SNOMED CT. 206-210 - Chen Sirota-Cohen
Implementation and Benefits of a Vendor-Neutral Archive and Enterprise-Imaging Management System in an Integrated Delivery Network. 211-220 - Tali Amir
A Pilot of Data-Driven Modeling to Assess Potential for Improved Efficiency in an Academic Breast-Imaging Center. 221-227 - Dmytro S. Lituiev, Hari Trivedi
Automatic Labeling of Special Diagnostic Mammography Views from Images and DICOM Headers. 228-233 - Linda C. Kelahan
The Radiologist's Gaze: Mapping Three-Dimensional Visual Search in Computed Tomography of the Abdomen and Pelvis. 234-240 - Pierre Decazes
Anthropometer3D: Automatic Multi-Slice Segmentation Software for the Measurement of Anthropometric Parameters from CT of PET/CT. 241-250 - Scott F. Stekel
Use of Image-Based Analytics for Ultrasound Practice Management and Efficiency Improvement. 251-259 - Ethan J. Speir
Volumetric Assessment of Pediatric Vascular Malformations Using a Rapid, Hand-Held Three-Dimensional Imaging System. 260-268 - Rong Yuan, Shuyue Shi, Junhui Chen, Guanxun Cheng:
Radiomics in RayPlus: a Web-Based Tool for Texture Analysis in Medical Images. 269-275 - Richard Ha
Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm. 276-282 - Fuk-hay Tang
Accurate Age Determination for Adolescents Using Magnetic Resonance Imaging of the Hand and Wrist with an Artificial Neural Network-Based Approach. 283-289 - Zongwei Zhou
Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation. 290-299 - Oishila Bandyopadhyay
Bone-Cancer Assessment and Destruction Pattern Analysis in Long-Bone X-ray Image. 300-313 - Asli Beril Karakas
3D Brain Imaging in Vascular Segmentation of Cerebral Venous Sinuses. 314-321 - Subbiahpillai Neelakantapillai Kumar
Suspicious Lesion Segmentation on Brain, Mammograms and Breast MR Images Using New Optimized Spatial Feature Based Super-Pixel Fuzzy C-Means Clustering. 322-335 - Xuchu Wang
Automatic Vertebrae Localization and Identification by Combining Deep SSAE Contextual Features and Structured Regression Forest. 336-348
Volume 32, Number 3, June 2019
- Teresa Martin-Carreras
Integrating Wikipedia Articles and Images into an Information Resource for Radiology Patients. 349-353 - Rita Noumeir
Active Learning of the HL7 Medical Standard. 354-361 - Shrikant A. Mehre, Ashis Kumar Dhara, Mandeep Garg
Content-Based Image Retrieval System for Pulmonary Nodules Using Optimal Feature Sets and Class Membership-Based Retrieval. 362-385 - Usha Nandini Raghavan
Probabilistic Modeling of Exam Durations in Radiology Procedures. 386-395 - Suzanne O'Hagan, Carl J. Lombard
The Role of the Integrated Digital Radiology System in Assessing the Impact of Patient Load on Emergency Computed Tomography (CT) Efficiency. 396-400 - Travis Browning
Utilization of Structured Reporting to Monitor Outcomes of Doppler Ultrasound Performed for Deep Vein Thrombosis. 401-407 - Lev Barinov, Ajit Jairaj, Murray Becker
Impact of Data Presentation on Physician Performance Utilizing Artificial Intelligence-Based Computer-Aided Diagnosis and Decision Support Systems. 408-416 - Peter Y. W. Chan, Charles E. Kahn Jr.
Evaluating Completeness of a Radiology Glossary Using Iterative Refinement. 417-419 - Jose D. Velazco Garcia
A Platform Integrating Acquisition, Reconstruction, Visualization, and Manipulator Control Modules for MRI-Guided Interventions. 420-432 - Fatah Bouchebbah
Levels Propagation Approach to Image Segmentation: Application to Breast MR Images. 433-449 - Junghwan Cho
Improving Sensitivity on Identification and Delineation of Intracranial Hemorrhage Lesion Using Cascaded Deep Learning Models. 450-461 - Lijun Zhao, Zixiao Lu, Jun Jiang
Automatic Nasopharyngeal Carcinoma Segmentation Using Fully Convolutional Networks with Auxiliary Paths on Dual-Modality PET-CT Images. 462-470 - Berk Norman, Valentina Pedoia, Adam Noworolski, Thomas M. Link, Sharmila Majumdar:
Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs. 471-477 - Kyuseok Kim, SeokYoon Kang, Chulkyu Park, Guna Kim, Soyoung Park, Hyosung Cho, C. W. Seo, Dongyeon Lee, Hyunwoo Lim, Hunwoo Lee, Jeongeun Park, Taeho Woo, Jieun Oh:
A Compressed-Sensing Based Blind Deconvolution Method for Image Deblurring in Dental Cone-Beam Computed Tomography. 478-488 - Donghoon Lee, Hee-Joung Kim:
Restoration of Full Data from Sparse Data in Low-Dose Chest Digital Tomosynthesis Using Deep Convolutional Neural Networks. 489-498 - Jaemin Son, Sang Jun Park, Kyu-Hwan Jung
Towards Accurate Segmentation of Retinal Vessels and the Optic Disc in Fundoscopic Images with Generative Adversarial Networks. 499-512 - Yujing Zhou, Yuan Liu, Qian Chen
Automatic Lumbar MRI Detection and Identification Based on Deep Learning. 513-520 - Luis F. R. Taveira, Tahsin M. Kurç, Alba C. M. A. Melo
Multi-objective Parameter Auto-tuning for Tissue Image Segmentation Workflows. 521-533
Volume 32, Number 4, August 2019
- Henri (Rik) Primo, Matthew Bishop, Louis M. Lannum, Dawn Cram, Abe Nader, Roger Boodoo:
10 Steps to Strategically Build and Implement your Enterprise Imaging System: HIMSS-SIIM Collaborative White Paper. 535-543 - Selen Bozkurt
Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm. 544-553 - Jackson M. Steinkamp
Toward Complete Structured Information Extraction from Radiology Reports Using Machine Learning. 554-564 - Paul H. Yi
Deep-Learning-Based Semantic Labeling for 2D Mammography and Comparison of Complexity for Machine Learning Tasks. 565-570 - Kenneth A. Philbrick, Alexander D. Weston, Zeynettin Akkus
RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning. 571-581 - Mohammad Hesam Hesamian, Wenjing Jia
Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges. 582-596 - Joseph N. Stember
Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks. 597-604 - Md. Zahangir Alom, Chris Yakopcic, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari:
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. 605-617 - Ray Cody Mayo
Reduction of False-Positive Markings on Mammograms: a Retrospective Comparison Study Using an Artificial Intelligence-Based CAD. 618-624 - Alyssa T. Watanabe
Improved Cancer Detection Using Artificial Intelligence: a Retrospective Evaluation of Missed Cancers on Mammography. 625-637 - Seokmin Han
The Classification of Renal Cancer in 3-Phase CT Images Using a Deep Learning Method. 638-643 - Ross W. Filice
Lens Identification to Prevent Radiation-Induced Cataracts Using Convolutional Neural Networks. 644-650 - Varun Singh
Assessment of Critical Feeding Tube Malpositions on Radiographs Using Deep Learning. 651-655 - Ross W. Filice
Effectiveness of Deep Learning Algorithms to Determine Laterality in Radiographs. 656-664 - Sehyo Yune, Hyunkwang Lee, Myeongchan Kim, Shahein H. Tajmir
Beyond Human Perception: Sexual Dimorphism in Hand and Wrist Radiographs Is Discernible by a Deep Learning Model. 665-671 - Gene Kitamura
Ankle Fracture Detection Utilizing a Convolutional Neural Network Ensemble Implemented with a Small Sample, De Novo Training, and Multiview Incorporation. 672-677
Volume 32, Number 5, October 2019
- Andres Elovic
Thoracic Lymph Node Map App Review. 679-681 - Andres Elovic
MDCalc Medical Calculator App Review. 682-684 - Ryan G. Short
Comprehensive Word-Level Classification of Screening Mammography Reports Using a Neural Network Sequence Labeling Approach. 685-692 - Richard Ha
Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset. 693-701 - Ziba Gandomkar
Computer-Assisted Nuclear Atypia Scoring of Breast Cancer: a Preliminary Study. 702-712 - Dar-Ren Chen, Yao-Wen Chang, Hwa-Koon Wu, Wei-Chung Shia
Multiview Contouring for Breast Tumor on Magnetic Resonance Imaging. 713-727 - Vikrant Anilrao Karale, Joshua Peter Ebenezer
A Screening CAD Tool for the Detection of Microcalcification Clusters in Mammograms. 728-745 - Suneeta Mall
Can a Machine Learn from Radiologists' Visual Search Behaviour and Their Interpretation of Mammograms - a Deep-Learning Study. 746-760 - Alessandra C. Gasior
Transcending Dimensions: a Comparative Analysis of Cloaca Imaging in Advancing the Surgeon's Understanding of Complex Anatomy. 761-765 - Yicheng Chen
Toward Automatic Detection of Radiation-Induced Cerebral Microbleeds Using a 3D Deep Residual Network. 766-772 - Sydney Kaplan
Full-Dose PET Image Estimation from Low-Dose PET Image Using Deep Learning: a Pilot Study. 773-778 - Minho Lee, June-Goo Lee
Hybrid Airway Segmentation Using Multi-Scale Tubular Structure Filters and Texture Analysis on 3D Chest CT Scans. 779-792 - Ruba Alkadi, Fatma Taher
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. 793-807 - Joseph N. Stember
Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography. 808-815 - Kenneth C. Wang
CT-Based 3D Printing of the Glenoid Prior to Shoulder Arthroplasty: Bony Morphology and Model Evaluation. 816-826 - Elizabeth A. Krupinski
Impact of Patient Photos on Detection Accuracy, Decision Confidence and Eye-Tracking Parameters in Chest and Abdomen Images with Tubes and Lines. 827-831 - Peter M. Kuzmak
Exporting Diabetic Retinopathy Images from VA VistA Imaging for Research. 832-840 - Stig Holm Jensen
Remote Real-Time Ultrasound Supervision via Commercially Available and Low-Cost Tele-Ultrasound: a Mixed Methods Study of the Practical Feasibility and Users' Acceptability in an Emergency Department. 841-848 - Brandon Lee
Centralized Clinical Trial Imaging Data Management: Practical Guidance from a Comprehensive Cancer Center's Experience. 849-854 - Alfredo Lucas, Kang Wang, Cynthia Santillan, Albert Hsiao, Claude B. Sirlin, Paul M. Murphy:
Image Annotation by Eye Tracking: Accuracy and Precision of Centerlines of Obstructed Small-Bowel Segments Placed Using Eye Trackers. 855-864 - Ish A. Talati, Pranay Krishnan, Ross W. Filice:
Developing Deeper Radiology Exam Insight to Optimize MRI Workflow and Patient Experience. 865-869 - Tiago Marques Godinho
ETL Framework for Real-Time Business Intelligence over Medical Imaging Repositories. 870-879 - Viswanathan Venkataraman
Implementing Shared, Standardized Imaging Protocols to Improve Cross-Enterprise Workflow and Quality. 880-887 - Ian Pan
Generalizable Inter-Institutional Classification of Abnormal Chest Radiographs Using Efficient Convolutional Neural Networks. 888-896 - Steve G. Langer, George Shih, Paul G. Nagy, Bennett A. Landman:
Correction to: Collaborative and Reproducible Research: Goals, Challenges, and Strategies. 897 - Yicheng Chen
Correction to: Toward Automatic Detection of Radiation-Induced Cerebral Microbleeds Using a 3D Deep Residual Network. 898
Volume 32, Number 6, December 2019
- Maryam Akhavan Aghdam
Diagnosis of Autism Spectrum Disorders in Young Children Based on Resting-State Functional Magnetic Resonance Imaging Data Using Convolutional Neural Networks. 899-918 - Jason Nagels
Deterministic vs. Probabilistic: Best Practices for Patient Matching Based on a Comparison of Two Implementations. 919-924 - Tae Kyung Kim
Deep Learning Method for Automated Classification of Anteroposterior and Posteroanterior Chest Radiographs. 925-930 - Donglai Huo
Investigation of Low-Dose CT Lung Cancer Screening Scan "Over-Range" Issue Using Machine Learning Methods. 931-938 - Robert J. Harris
Classification of Aortic Dissection and Rupture on Post-contrast CT Images Using a Convolutional Neural Network. 939-946 - Joaquim de Moura
Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. 947-962 - Türker Acar, Asli Beril Karakas
Building Three-Dimensional Intracranial Aneurysm Models from 3D-TOF MRA: a Validation Study. 963-970 - Qin Wang, Fengyi Shen, Linyao Shen, Jia Huang, Weiguang Sheng:
Lung Nodule Detection in CT Images Using a Raw Patch-Based Convolutional Neural Network. 971-979 - Peter D. Chang, Tony T. Wong, Michael J. Rasiej
Deep Learning for Detection of Complete Anterior Cruciate Ligament Tear. 980-986 - Shikha Chaganti
Assessment of Orbital Computed Tomography (CT) Imaging Biomarkers in Patients with Thyroid Eye Disease. 987-994 - Shikun Zhang, Fengrong Sun
Computer-Aided Diagnosis (CAD) of Pulmonary Nodule of Thoracic CT Image Using Transfer Learning. 995-1007 - Antonio Pepe, Gianpaolo Francesco Trotta, Peter Mohr-Ziak, Christina Gsaxner, Jürgen Wallner, Vitoantonio Bevilacqua, Jan Egger:
A Marker-Less Registration Approach for Mixed Reality-Aided Maxillofacial Surgery: a Pilot Evaluation. 1008-1018 - BeomHee Park, Heejun Park, Sang Min Lee, Joon Beom Seo, Namkug Kim
Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks. 1019-1026 - Ali Hassan, Mubeen Ghafoor, Syed Ali Tariq
High Efficiency Video Coding (HEVC)-Based Surgical Telementoring System Using Shallow Convolutional Neural Network. 1027-1043 - Alexander K. Goel
Unlocking Radiology Reporting Data: an Implementation of Synoptic Radiology Reporting in Low-Dose CT Cancer Screening. 1044-1051 - Cheryl A. Petersilge
Fundamentals of Enterprise Photodocumentation: Connecting the Clinical and Technical - a Review of Key Concepts. 1052-1061 - Lilly Kauffman, Edmund M. Weisberg
What Can Pinterest Do for Radiology? 1062-1070 - Steven P. Rowe, Lilja B. Solnes, Yafu Yin
Imager-4D: New Software for Viewing Dynamic PET Scans and Extracting Radiomic Parameters from PET Data. 1071-1080 - Luís Pecci Neto, Ivan R. B. Godoy, André Fukunishi Yamada
Evaluation of Audiovisual Reports to Enhance Traditional Emergency Musculoskeletal Radiology Reports. 1081-1088 - Chuan Zhou
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography. 1089-1096 - Nick N. Maizlin, Nina P. Singh, Sat Somers:
Utilizing a Digital Multi-Language Patient Questionnaire for Diagnostic Imaging Examinations. 1097-1102 - Jonas Denck
Automated Billing Code Retrieval from MRI Scanner Log Data. 1103-1111 - Francesco Verde, Arnaldo Stanzione
Could Blockchain Technology Empower Patients, Improve Education, and Boost Research in Radiology Departments? An Open Question for Future Applications. 1112-1115 - William Parker
AI Is Bringing USB Back: Implementing a Beta Chest X-ray Neural Network. 1116-1117 - Ziv Yaniv, Bradley C. Lowekamp, Hans J. Johnson
Correction to: SimpleITK Image-Analysis Notebooks: a Collaborative Environment for Education and Reproducible Research. 1118
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