OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Digital Imaging is 22. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Quantitative Evaluation of PACS Query/Retrieve Capabilities	109
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net	64
Multi-scale Selection and Multi-channel Fusion Model for Pancreas Segmentation Using Adversarial Deep Convolutional Nets	63
Machine Learning in the Differentiation of Soft Tissue Neoplasms: Comparison of Fat-Suppressed T2WI and Apparent Diffusion Coefficient (ADC) Features-Based Models	59
AI Integration in the Clinical Workflow	43
Digital Leg Volume Quantification: Precision Assessment of a Novel Workflow Based on Single Capture Three-dimensional Whole-Body Surface Imaging	41
Improving Cardiovascular Disease Prediction Using Automated Coronary Artery Calcium Scoring from Existing Chest CTs	38
Automated 2D Slice-Based Skull Stripping Multi-View Ensemble Model on NFBS and IBSR Datasets	36
Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information	36
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists’ Perspective	32
DermIA: Machine Learning to Improve Skin Cancer Screening	32
Subject-Specific Automatic Reconstruction of White Matter Tracts	30
ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System	29
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation	26
An Interview with the Carequality Imaging Use Case Implementers	26
The “P” in HIPAA Stands for Portability	25
NOWinBRAIN: a Large, Systematic, and Extendable Repository of 3D Reconstructed Images of a Living Human Brain Cum Head and Neck	25
Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF	24
Hippocampus Segmentation Using U-Net Convolutional Network from Brain Magnetic Resonance Imaging (MRI)	24
Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT	24
Visible Light Imaging: Clinical Aspects with an Emphasis on Medical Photography—a HIMSS-SIIM Enterprise Imaging Community Whitepaper	24
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training—The Case of Cancer Detection	22
CT-based Radiogenomics Framework for COVID-19 Using ACE2 Imaging Representations	22
Ultra-Low-Dose Spectral CT Based on a Multi-level Wavelet Convolutional Neural Network	22
The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study	22