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 2021-05-01 to 2025-05-01.)

Article	Citations
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals	177
Deep neural networks for neuro-oncology: Towards patient individualized design of chemo-radiation therapy for Glioblastoma patients	167
Learning the progression patterns of treatments using a probabilistic generative model	150
A multimodal machine learning algorithm improved diagnostic accuracy for otitis media in a school aged Aboriginal population	127
Identifying cancer sub-types from genomic scale data sets using confidence based integration (CBI)	79
A Syntax-enhanced model based on category keywords for biomedical relation extraction	79
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities	74
Cover 1/Spine	73
Predicting relations between SOAP note sections: The value of incorporating a clinical information model	69
A self-supervised language model selection strategy for biomedical question answering	59
One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites	57
An effective feature extraction method based on GDS for atrial fibrillation detection	56
Predicting treatment recommendations in postmenopausal osteoporosis	55
From translational bioinformatics computational methodologies to personalized medicine	55
Discontinuous named entities in clinical text: A systematic literature review	52
Hypothesis-driven modeling of the human lung–ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research	50
Towards a unified search: Improving PubMed retrieval with full text	50
A robust phenotype-driven likelihood ratio analysis approach assisting interpretable clinical diagnosis of rare diseases	50
MAM: Flexible Monte-Carlo Agent based model for modelling COVID-19 spread	49
Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset	47
Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan	46
Development of a 3-Step theory of suicide ontology to facilitate 3ST factor extraction from clinical progress notes	46
Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy	45
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?	44
Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets	44

Graph-based abstractive biomedical text summarization	44
ViPal: A framework for virulence prediction of influenza viruses with prior viral knowledge using genomic sequences	41
Integrating Mendelian randomization and literature-mined evidence for breast cancer risk factors	40
Pupillary light reflex as a diagnostic aid from computational viewpoint: A systematic literature review	39
From centralized to ad-hoc knowledge base construction for hypotheses generation	39
Digital Phenotyping of Mental Health using multimodal sensing of multiple situations of interest: A Systematic Literature Review	39
Unified concept and assertion detection using contextual multi-task learning in a clinical decision support system	37
Automatic categorization of self-acknowledged limitations in randomized controlled trial publications	36
A fuzzy-based framework for diagnosing esophageal mobility disorder using high-resolution manometry	36
Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions	36
CASIDE: A data model for interoperable cancer survivorship information based on FHIR	36