OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Digital Imaging is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net	77
Subject-Specific Automatic Reconstruction of White Matter Tracts	39
The “P” in HIPAA Stands for Portability	26
Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT	24
Size-Specific Dose Estimates for Thoracic and Abdominal Computed Tomography Examinations at Two Moroccan Hospitals	23
ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System	23
CT-based Radiogenomics Framework for COVID-19 Using ACE2 Imaging Representations	23
Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology	23
HEARTBEAT4D: An Open-source Toolbox for Turning 4D Cardiac CT into VR/AR	22
Application of Artificial Intelligence Computer-Assisted Diagnosis Originally Developed for Thyroid Nodules to Breast Lesions on Ultrasound	21
Analyzing Transfer Learning of Vision Transformers for Interpreting Chest Radiography	21
IHE-Based Image Exchange in the Netherlands	21
Interactive Multimedia Reporting Technical Considerations: HIMSS-SIIM Collaborative White Paper	20
Deep Learning Achieves Neuroradiologist-Level Performance in Detecting Hydrocephalus Requiring Treatment	19
Application of a Modified Combinational Approach to Brain Tumor Detection in MR Images	18
Neural Network Detection of Pacemakers for MRI Safety	18
New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2	17
Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach	17
A Deep Learning Image Reconstruction Algorithm for Improving Image Quality and Hepatic Lesion Detectability in Abdominal Dual-Energy Computed Tomography: Preliminary Results	17
Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes	17
Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis	17
Correction to: Journal of Digital Imaging	17
Medical Image Sharing in Japan	15
Public Imaging Datasets of Gastrointestinal Endoscopy for Artificial Intelligence: a Review	14
How Image Exchange Breaks Down: the Image Library Perspective	13

Image Exchange: an International Perspective	13
FWLICM-Deep Learning: Fuzzy Weighted Local Information C-Means Clustering-Based Lung Lobe Segmentation with Deep Learning for COVID-19 Detection	13
An Explainable MRI-Radiomic Quantum Neural Network to Differentiate Between Large Brain Metastases and High-Grade Glioma Using Quantum Annealing for Feature Selection	12
Initial Experience of 10 Imaging Vendors with the IHE SHARAZONE: a New Multivendor Peer-to-Peer Test Service for DICOM Objects	12
Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis	11
A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation	11
Pulmonary Surface Irregularity Score as a New Quantitative CT Marker for Idiopathic Pulmonary Fibrosis—a Pilot Study	11
Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment	11
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach	10
Attachment Type, Thickness, and Volume of the Posterior Meniscofemoral Ligament and Meniscal Pathology	10
Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine	10
Automated Cervical Spinal Cord Segmentation in Real-World MRI of Multiple Sclerosis Patients by Optimized Hybrid Residual Attention-Aware Convolutional Neural Networks	10
Recognition and Segmentation of Individual Bone Fragments with a Deep Learning Approach in CT Scans of Complex Intertrochanteric Fractures: A Retrospective Study	10
Unmasking Myocardial Dysfunction in Patients Hospitalized for Community-Acquired Pneumonia Using a 4-Chamber 3-Dimensional Volume/Strain Analysis	9
Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios	9
Image Exchange in the Middle East: a Survey	9
Comparison of Transfer Learning Models in Pelvic Tilt and Rotation Measurement in Pediatric Anteroposterior Pelvic Radiographs	9
Organs in Color: Utilizing Free Software and Emerging Multi Jet Fusion Technology to Color and Surface Label 3D-Printed Anatomical Models	8
Multimodal Medical Image Fusion Using Stacked Auto-encoder in NSCT Domain	7
ECTransNet: An Automatic Polyp Segmentation Network Based on Multi-scale Edge Complementary	7
Automatic Segmentation and Measurement of Choroid Layer in High Myopia for OCT Imaging Using Deep Learning	7
Are the Pilots Onboard? Equipping Radiologists for Clinical Implementation of AI	7
Automatic Brain Tumor Classification via Lion Plus Dragonfly Algorithm	7