OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Biomedical Informatics is 43. 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
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities	146
From centralized to ad-hoc knowledge base construction for hypotheses generation	133
Towards a unified search: Improving PubMed retrieval with full text	107
A multimodal machine learning algorithm improved diagnostic accuracy for otitis media in a school aged Aboriginal population	107
From translational bioinformatics computational methodologies to personalized medicine	101
Cover 1/Spine	91
Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset	82
Digital Phenotyping of Mental Health using multimodal sensing of multiple situations of interest: A Systematic Literature Review	81
Learning the progression patterns of treatments using a probabilistic generative model	77
One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites	70
Corrigendum to “A pipeline for harmonising NHS Scotland laboratory data to enable national-level analyses” [J. Biomed. Inform. 2025 Feb;162:104771. https://doi.org/10.1016/j.jbi.2024.104771. Epub 2025	70
Multi-agent norm perception and induction in distributed healthcare	66
A robust phenotype-driven likelihood ratio analysis approach assisting interpretable clinical diagnosis of rare diseases	66
Development of a 3-Step theory of suicide ontology to facilitate 3ST factor extraction from clinical progress notes	65
Predicting non-coding RNA function using Artificial Intelligence	63
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals	61
TransDiffECG: Semantically controllable ECG synthesis via transformer-based diffusion modeling	61
Hypothesis-driven modeling of the human lung–ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research	60
Integrating Mendelian randomization and literature-mined evidence for breast cancer risk factors	60
A Syntax-enhanced model based on category keywords for biomedical relation extraction	60
MAM: Flexible Monte-Carlo Agent based model for modelling COVID-19 spread	59
ViPal: A framework for virulence prediction of influenza viruses with prior viral knowledge using genomic sequences	56
Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy	55
Measuring disease burden with individual cumulative incidence in patients with cirrhosis	53
Joint modeling of mixed outcomes using a rank-based sparse neural network	52

Discontinuous named entities in clinical text: A systematic literature review	51
Context-Aware adaptive normalization LSTM (CAAN-LSTM) for immunotherapy decision support in cancer clinical data analysis	50
Graph-based abstractive biomedical text summarization	50
Explainable multimodal deep learning models for variable-length sequences in critically ill patients	49
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?	48
Leveraging heterogeneous tabular of EHRs with prompt learning for clinical prediction	48
Predicting relations between SOAP note sections: The value of incorporating a clinical information model	48
A self-supervised language model selection strategy for biomedical question answering	47
Cover 1/Spine	46
Graph embedding-based link prediction for literature-based discovery in Alzheimer’s Disease	45
fmi-ii: Table of Contents	45
A fuzzy-based framework for diagnosing esophageal mobility disorder using high-resolution manometry	44
Decision-support systems for managing polypharmacy in the elderly: A scoping review	44
A computational framework for predicting drug-target interactions by fusing gene ontology information with cross attention	44
Extracting medication changes in clinical narratives using pre-trained language models	44
Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation of three approaches to leveraging electronic health record data from multiple sources	44
Providing clinical context to the spatio-temporal analysis of 4D CT perfusion to predict acute ischemic stroke lesion outcomes	43
A federated learning framework for ethical dynamic treatment allocation across heterogeneous hospitals	43