OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Biomedical Informatics is 36. 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 2021-06-01 to 2025-06-01.)

Article	Citations
A multimodal machine learning algorithm improved diagnostic accuracy for otitis media in a school aged Aboriginal population	186
Identifying cancer sub-types from genomic scale data sets using confidence based integration (CBI)	172
Cover 1/Spine	150
An effective feature extraction method based on GDS for atrial fibrillation detection	129
Predicting treatment recommendations in postmenopausal osteoporosis	82
Discontinuous named entities in clinical text: A systematic literature review	81
Hypothesis-driven modeling of the human lung–ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research	79
Development of a 3-Step theory of suicide ontology to facilitate 3ST factor extraction from clinical progress notes	77
Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy	72
Integrating Mendelian randomization and literature-mined evidence for breast cancer risk factors	61
From centralized to ad-hoc knowledge base construction for hypotheses generation	59
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?	57
One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites	54
Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets	54
Towards a unified search: Improving PubMed retrieval with full text	53
MAM: Flexible Monte-Carlo Agent based model for modelling COVID-19 spread	53
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals	51
Graph-based abstractive biomedical text summarization	50
A Syntax-enhanced model based on category keywords for biomedical relation extraction	50
A self-supervised language model selection strategy for biomedical question answering	49
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities	49
Deep neural networks for neuro-oncology: Towards patient individualized design of chemo-radiation therapy for Glioblastoma patients	47
Predicting relations between SOAP note sections: The value of incorporating a clinical information model	45
Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset	42
A robust phenotype-driven likelihood ratio analysis approach assisting interpretable clinical diagnosis of rare diseases	42

Multi-agent norm perception and induction in distributed healthcare	41
From translational bioinformatics computational methodologies to personalized medicine	41
Digital Phenotyping of Mental Health using multimodal sensing of multiple situations of interest: A Systematic Literature Review	40
Learning the progression patterns of treatments using a probabilistic generative model	39
ViPal: A framework for virulence prediction of influenza viruses with prior viral knowledge using genomic sequences	39
Unified concept and assertion detection using contextual multi-task learning in a clinical decision support system	39
CASIDE: A data model for interoperable cancer survivorship information based on FHIR	38
A fuzzy-based framework for diagnosing esophageal mobility disorder using high-resolution manometry	38
Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network	37
Providing clinical context to the spatio-temporal analysis of 4D CT perfusion to predict acute ischemic stroke lesion outcomes	37
A cost-effective IoT learning environment for the training and assessment of surgical technical skills with visual learning analytics	37
Cover 1/Spine	36
Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation of three approaches to leveraging electronic health record data from multiple sources	36