OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence in Medicine is 47. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Editorial Board	346
Walking representation and simulation based on multi-source image fusion and multi-agent reinforcement learning for gait rehabilitation	233
xPM: Enhancing exogenous data visibility	221
Syndrome differentiation of Traditional Chinese Medicine via multiple knowledge enhancement with Kolmogorov–Arnold Theorem	169
An idiosyncratic MIMBO-NBRF based automated system for child birth mode prediction	166
Enhancing metagenomic classification with compression-based features	161
Artificial intelligence use and performance in detecting and predicting healthcare-associated infections: A systematic review	156
ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists’ intentions	150
Model development for bespoke large language models for digital triage assistance in mental health care	149
Pre-trained language models in medicine: A survey	145
Open-set recognition of breast cancer treatments	143
Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis	125
Utilizing semantically enhanced self-supervised graph convolution and multi-head attention fusion for herb recommendation	117
Improving chest X-ray report generation by leveraging warm starting	114
Deep learning for early detection of chronic kidney disease stages in diabetes patients: A TabNet approach	113
Efficient symptom inquiring and diagnosis via adaptive alignment of reinforcement learning and classification	105
Machine learning and the electrocardiogram over two decades: Time series and meta-analysis of the algorithms, evaluation metrics and applications	101
Diffusion tensor estimation with transformer neural networks	100
Predicting stroke outcome: A case for multimodal deep learning methods with tabular and CT Perfusion data	95
From heatmaps to language: Explainable skin cancer diagnosis using CNN–VLM integration with an expert-annotated dataset	85
Editorial Board	82
Personalized event prediction for Electronic Health Records	81
LSSF-Net: Lightweight segmentation with self-awareness, spatial attention, and focal modulation	76
Editorial Board	76
Editorial Board	76

Editorial Board	75
Real-world prediction of preclinical Alzheimer’s disease with a deep generative model	74
Predicting disease progress with imprecise lab test results	66
Multilevel Bayesian network to model child morbidity using Gibbs sampling	66
Context-aware heterogeneous graph neural network for multi-level description and invasiveness prediction in renal cell carcinoma	65
Walking path images from real-time location data predict degree of cognitive impairment	61
Mining context-aware resource profiles in the presence of multitasking	60
Application of machine learning in affordable and accessible insulin management for type 1 and 2 diabetes: A comprehensive review	58
A self-supervised algorithm to detect signs of social isolation in the elderly from daily activity sequences	58
Learning using privileged information with logistic regression on acute respiratory distress syndrome detection	56
Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations	55
Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction	53
CheXGAT: A disease correlation-aware network for thorax disease diagnosis from chest X-ray images	53
Quantifying the impact of data characteristics on the transferability of sleep stage scoring models	53
Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images	50
Process mining and data mining applications in the domain of chronic diseases: A systematic review	50
DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis	50
Predicting drug activity against cancer through genomic profiles and SMILES	49
AI in medical diagnosis: AI prediction & human judgment	49
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR)	49
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review	48
Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs	47
Artificial intelligence in depression diagnostics: A systematic review of methodologies and clinical applications	47
SDMentor: A virtual reality-based intelligent tutoring system for surgical decision making in dentistry	47
An AI system for continuous knee osteoarthritis severity grading: An anomaly detection inspired approach with few labels	47
A novel temporal generative adversarial network for electrocardiography anomaly detection	47