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 2021-09-01 to 2025-09-01.)

Article	Citations
Quantitative Evaluation of PACS Query/Retrieve Capabilities	114
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net	66
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	44
Digital Leg Volume Quantification: Precision Assessment of a Novel Workflow Based on Single Capture Three-dimensional Whole-Body Surface Imaging	42
Automated 2D Slice-Based Skull Stripping Multi-View Ensemble Model on NFBS and IBSR Datasets	41
Improving Cardiovascular Disease Prediction Using Automated Coronary Artery Calcium Scoring from Existing Chest CTs	33
AI Integration in the Clinical Workflow	32
DermIA: Machine Learning to Improve Skin Cancer Screening	31
Subject-Specific Automatic Reconstruction of White Matter Tracts	30
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists’ Perspective	28
ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System	26
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation	25
An Interview with the Carequality Imaging Use Case Implementers	25
Visible Light Imaging: Clinical Aspects with an Emphasis on Medical Photography—a HIMSS-SIIM Enterprise Imaging Community Whitepaper	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
The “P” in HIPAA Stands for Portability	24
Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF	23
NOWinBRAIN: a Large, Systematic, and Extendable Repository of 3D Reconstructed Images of a Living Human Brain Cum Head and Neck	23
The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study	22
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