Journal of Digital Imaging

Article	Citations
Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information	90
Endoscopy Artefact Detection by Deep Transfer Learning of Baseline Models	58
Machine Learning in the Differentiation of Soft Tissue Neoplasms: Comparison of Fat-Suppressed T2WI and Apparent Diffusion Coefficient (ADC) Features-Based Models	58
Applicability Evaluation of Full-Reference Image Quality Assessment Methods for Computed Tomography Images	56
Detection of Glaucoma from Fundus Images Using Novel Evolutionary-Based Deep Neural Network	55
Automated 2D Slice-Based Skull Stripping Multi-View Ensemble Model on NFBS and IBSR Datasets	51
XNAT-PIC: Extending XNAT to Preclinical Imaging Centers	43
Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis	38
A Comparison of WebRTC and Conventional Videoconferencing for Synchronized Remote Medical Image Presentation	37
Evaluation of a 2D UNet-Based Attenuation Correction Methodology for PET/MR Brain Studies	36
Mask-Guided Convolutional Neural Network for Breast Tumor Prognostic Outcome Prediction on 3D DCE-MR Images	33
Effects of Interobserver Variability on 2D and 3D CT- and MRI-Based Texture Feature Reproducibility of Cartilaginous Bone Tumors	32
Improving Cardiovascular Disease Prediction Using Automated Coronary Artery Calcium Scoring from Existing Chest CTs	31
Correction to: Journal of Digital Imaging	29
Evolutionary Deep Attention Convolutional Neural Networks for 2D and 3D Medical Image Segmentation	28
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net	28
Design and Development of a Medical Image Databank for Assisting Studies in Radiomics	28
Quantitative Evaluation of PACS Query/Retrieve Capabilities	27
Prediction of Radiation-Related Dental Caries Through PyRadiomics Features and Artificial Neural Network on Panoramic Radiography	25
Multi-scale Selection and Multi-channel Fusion Model for Pancreas Segmentation Using Adversarial Deep Convolutional Nets	24
Digital Leg Volume Quantification: Precision Assessment of a Novel Workflow Based on Single Capture Three-dimensional Whole-Body Surface Imaging	24
Deep Learning Improves the Temporal Reproducibility of Aortic Measurement	24
Comparison of Transfer Learning Models in Pelvic Tilt and Rotation Measurement in Pediatric Anteroposterior Pelvic Radiographs	24
Classification of Glaucoma Stages Using Image Empirical Mode Decomposition from Fundus Images	23
Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes	23

Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics	22
The RSNA ImageShare — Enabling Secure, Transparent, and Easy Image Exchange	22
Incorporating Radiomics into Machine Learning Models to Predict Outcomes of Neuroblastoma	22
Collaborative Development of a PACS-Integrated Quality Control Dashboard: a Single Institutional Experience	22
Intelligent Evaluation of Global Spinal Alignment by a Decentralized Convolutional Neural Network	22
Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis	21
Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach	21
Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios	20
Correction to: Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis	19
On the Road to Digital Pathology in Denmark—National Survey and Interviews	19
External Validation of Deep Learning Algorithm for Detecting and Visualizing Femoral Neck Fracture Including Displaced and Non-displaced Fracture on Plain X-ray	19
A Dedicated Tool for Presurgical Mapping of Brain Tumors and Mixed-Reality Navigation During Neurosurgery	18
A Noise-robust and Overshoot-free Alternative to Unsharp Masking for Enhancing the Acuity of MR Images	18
The Accuracy and Radiomics Feature Effects of Multiple U-net-Based Automatic Segmentation Models for Transvaginal Ultrasound Images of Cervical Cancer	18
AI Integration in the Clinical Workflow	17
The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications	17
Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform	16
Subcutaneous Low-Density Foreign Bodies Detection via Grating-Based Multimodal X-ray Imaging	16
New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2	15
There’s a New Sheriff in Town: When Enterprise IT Takes Over Imaging IT	15
Highly Efficient and Accurate Deep Learning–Based Classification of MRI Contrast on a CPU and GPU	15
Organs in Color: Utilizing Free Software and Emerging Multi Jet Fusion Technology to Color and Surface Label 3D-Printed Anatomical Models	15
RadSimPE — a Radiology Workstation Simulator for Perceptual Education	15
MR Denoising Increases Radiomic Biomarker Precision and Reproducibility in Oncologic Imaging	15
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports	15
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms	15
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists’ Perspective	14
DMCA-GAN: Dual Multilevel Constrained Attention GAN for MRI-Based Hippocampus Segmentation	14
Multimodal Medical Image Fusion Using Stacked Auto-encoder in NSCT Domain	14
Evaluation Challenges for the Application of Extended Reality Devices in Medicine	14
Automated Vertebral Segmentation and Measurement of Vertebral Compression Ratio Based on Deep Learning in X-Ray Images	14
Differentiate Thyroid Follicular Adenoma from Carcinoma with Combined Ultrasound Radiomics Features and Clinical Ultrasound Features	14
Subject-Specific Automatic Reconstruction of White Matter Tracts	13
Performance Improvement in Brain Tumor Detection in MRI Images Using a Combination of Evolutionary Algorithms and Active Contour Method	12
Comparative Utility of Transient and 2D Shear Wave Elastography for the Assessment of Liver Fibrosis in Clinical Practice	12
Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment	12
Biomedical Ontologies to Guide AI Development in Radiology	12
A Workflow for Ensuring DICOM Compatibility During Radiography Device Software Development	12
Enhancing Caries Detection in Bitewing Radiographs Using YOLOv7	12
Bullous Parametric Response Map for Functional Localization of COPD	12
DICOM Image ANalysis and Archive (DIANA): an Open-Source System for Clinical AI Applications	12
Automatic Segmentation of Bone Canals in Histological Images	12
COVID-19 CT Scan Lung Segmentation: How We Do It	11
A Novel Quantitative Evaluation of Bone Formation After Opening Wedge High Tibial Osteotomy Using Tomosynthesis	11
The Improvement of Patient Centering in Computed Tomography Through a Technologist-Focused Education Initiative	11
Workflow Integration of Research AI Tools into a Hospital Radiology Rapid Prototyping Environment	11
Research Goal-Driven Data Model and Harmonization for De-Identifying Patient Data in Radiomics	11
Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space	11
Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models’ Performance and Robustness	11
How Carequality, The Sequoia Project, and eHealth Exchange Support the Interoperable Exchange of Health Data in the USA	10

Automatic Femoral Deformity Analysis Based on the Constrained Local Models and Hough Forest	10
Initial Experience with a COVID-19 Screening Chatbot Before Radiology Appointments	10
A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation	10
Nested U-Net for Segmentation of Red Lesions in Retinal Fundus Images and Sub-image Classification for Removal of False Positives	10
Automatic Brain Tumor Classification via Lion Plus Dragonfly Algorithm	10
Deep CNN with Hybrid Binary Local Search and Particle Swarm Optimizer for Exudates Classification from Fundus Images	10
Visible Body Human Anatomy Atlas: Innovative Anatomy Learning	10
Machine Learning–Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features	10
Vascular 3D Printing with a Novel Biological Tissue Mimicking Resin for Patient-Specific Procedure Simulations in Interventional Radiology: a Feasibility Study	9
A Deep Learning-Based and Fully Automated Pipeline for Thoracic Aorta Geometric Analysis and Planning for Endovascular Repair from Computed Tomography	9
#DitchtheDisk	9
A Deep Learning Image Reconstruction Algorithm for Improving Image Quality and Hepatic Lesion Detectability in Abdominal Dual-Energy Computed Tomography: Preliminary Results	9
DermIA: Machine Learning to Improve Skin Cancer Screening	9
Automatic Segmentation and Measurement of Choroid Layer in High Myopia for OCT Imaging Using Deep Learning	9
Automated Cervical Spinal Cord Segmentation in Real-World MRI of Multiple Sclerosis Patients by Optimized Hybrid Residual Attention-Aware Convolutional Neural Networks	9
Unsupervised Deep Anomaly Detection for Medical Images Using an Improved Adversarial Autoencoder	9
Improving the Efficacy of ACR TI-RADS Through Deep Learning-Based Descriptor Augmentation	9
Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation	9
Software-Automated Implant Detection for Intraoperative 3D Imaging—First Clinical Evaluation on 214 Data Sets	9
Rapid Assessment of Acute Ischemic Stroke by Computed Tomography Using Deep Convolutional Neural Networks	9
ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System	8
PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI	8
Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT	8
Surgical Navigation System for Hypertensive Intracerebral Hemorrhage Based on Mixed Reality	8
Creation of a Multi-vendor Image-Sharing Solution	7
Identification and Localization of Endotracheal Tube on Chest Radiographs Using a Cascaded Convolutional Neural Network Approach	7
Automated Protocoling for MRI Exams—Challenges and Solutions	7
Rapid Quality Assessment of Nonrigid Image Registration Based on Supervised Learning	7
Automatic Forecasting of Radiology Examination Volume Trends for Optimal Resource Planning and Allocation	7
Bayesian Framework-Based Adaptive Hybrid Filtering for Speckle Noise Reduction in Ultrasound Images Via Lion Plus FireFly Algorithm	7
Chest Radiographs Using a Context-Fusion Convolution Neural Network (CNN): Can It Distinguish the Etiology of Community-Acquired Pneumonia (CAP) in Children?	7
Are the Pilots Onboard? Equipping Radiologists for Clinical Implementation of AI	7
Evaluation of Apparent Noise on CT Images Using Moving Average Filters	7
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach	7
Public Imaging Datasets of Gastrointestinal Endoscopy for Artificial Intelligence: a Review	7
Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine	7
Correction to: The FIND Program: Improving Follow-up of Incidental Imaging Findings	7
The Composite Severity Score for Lumbar Spine MRI: a Metric of Cumulative Degenerative Disease Predicts Time Spent on Interpretation and Reporting	7
Measurement Challenges for Medical Image Display Devices	6
Is AI the Ultimate QA?	6
AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development	6
Automatic Detection and Classification of Multiple Catheters in Neonatal Radiographs with Deep Learning	6
On the Use of Virtual Reality for Medical Imaging Visualization	6
An Interview with the Carequality Imaging Use Case Implementers	6
A Detailed Systematic Review on Retinal Image Segmentation Methods	6
NOWinBRAIN: a Large, Systematic, and Extendable Repository of 3D Reconstructed Images of a Living Human Brain Cum Head and Neck	6
Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes	6
Medical Image Sharing in Japan	6
Radiologist Productivity Analytics: Factors Impacting Abdominal Pelvic CT Exam Reporting Times	6
Combined Features in Region of Interest for Brain Tumor Segmentation	6
Improving the Subtype Classification of Non-small Cell Lung Cancer by Elastic Deformation Based Machine Learning	6
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation	6
Implementation of a Software Distribution Intervention to Improve Workload Balance in an Academic Pediatric Radiology Department	6
A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images	6
The “P” in HIPAA Stands for Portability	6
Utilizing Synthetic Nodules for Improving Nodule Detection in Chest Radiographs	6
Multi-institutional Experience with Patient Image Access Through Electronic Health Record Patient Portals	6
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	6
A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures	5
Deep CTS: a Deep Neural Network for Identification MRI of Carpal Tunnel Syndrome	5
Ransomware Recovery and Imaging Operations: Lessons Learned and Planning Considerations	5
Determining Top Fully Connected Layer’s Hidden Neuron Count for Transfer Learning, Using Knowledge Distillation: a Case Study on Chest X-Ray Classification of Pneumonia and COVID-19	5
Automated Classification of Rheumatoid Arthritis, Osteoarthritis, and Normal Hand Radiographs with Deep Learning Methods	5
Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF	5
3D Isotropic Super-resolution Prostate MRI Using Generative Adversarial Networks and Unpaired Multiplane Slices	5
RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network	5
Fragile Watermark in Medical Image Based on Prime Number Distribution Theory	5
Using Occlusion-Based Saliency Maps to Explain an Artificial Intelligence Tool in Lung Cancer Screening: Agreement Between Radiologists, Labels, and Visual Prompts	5
Effects of the Nasal Cavity Complexity on the Pharyngeal Airway Fluid Mechanics: A Computational Study	5
A New General Maximum Intensity Projection Technology via the Hybrid of U-Net and Radial Basis Function Neural Network	5
An Efficient Hierarchical Optic Disc and Cup Segmentation Network Combined with Multi-task Learning and Adversarial Learning	5
A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework	5
Automatic CT Angiography Lesion Segmentation Compared to CT Perfusion in Ischemic Stroke Detection: a Feasibility Study	5
A Qualitative Analysis of the Needs and Experiences of Hospital-based Clinicians when Accessing Medical Imaging	5
Active Learning for Efficient Segmentation of Liver with Convolutional Neural Network–Corrected Labeling in Magnetic Resonance Imaging–Derived Proton Density Fat Fraction	5
Use of Web-Based Calculator for the Implementation of ACR TI-RADS Risk-Stratification System	5
Deep Learning: a Promising Method for Histological Class Prediction of Breast Tumors in Mammography	5
A Novel Classification Model Using Optimal Long Short-Term Memory for Classification of COVID-19 from CT Images	5
Visible Light Imaging: Clinical Aspects with an Emphasis on Medical Photography—a HIMSS-SIIM Enterprise Imaging Community Whitepaper	5
Hippocampus Segmentation Using U-Net Convolutional Network from Brain Magnetic Resonance Imaging (MRI)	5

Wearable Mixed-Reality Holographic Navigation Guiding the Management of Penetrating Intracranial Injury Caused by a Nail

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