OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Biomedical Informatics is 35. 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 2020-11-01 to 2024-11-01.)

Article	Citations
The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategies	348
A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues	167
Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread	136
Process mining for healthcare: Characteristics and challenges	133
AMMU: A survey of transformer-based biomedical pretrained language models	122
Comparative study of machine learning methods for COVID-19 transmission forecasting	117
Drug repurposing for COVID-19 via knowledge graph completion	114
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review	103
Factors influencing mHealth adoption and its impact on mental well-being during COVID-19 pandemic: A SEM-ANN approach	80
Application of AR and VR in hand rehabilitation: A systematic review	73
Detection and classification of breast cancer using logistic regression feature selection and GMDH classifier	71
Random forest swarm optimization-based for heart diseases diagnosis	70
An empirical characterization of fair machine learning for clinical risk prediction	70
Deep learning with wearable based heart rate variability for prediction of mental and general health	67
Biomedical named entity recognition using BERT in the machine reading comprehension framework	66
A tongue features fusion approach to predicting prediabetes and diabetes with machine learning	66
Detection of calibration drift in clinical prediction models to inform model updating	64
Residual LSTM layered CNN for classification of gastrointestinal tract diseases	60
Incorporating multi-level CNN and attention mechanism for Chinese clinical named entity recognition	56
Language models are an effective representation learning technique for electronic health record data	54
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing	54
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies	52
Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance	52
Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions	50
Topological data analysis in biomedicine: A review	48

A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations	46
Implementation of stacking based ARIMA model for prediction of Covid-19 cases in India	43
Classification of breast cancer using microarray gene expression data: A survey	43
A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data	41
Evaluating pointwise reliability of machine learning prediction	41
Annotating social determinants of health using active learning, and characterizing determinants using neural event extraction	41
CODER: Knowledge-infused cross-lingual medical term embedding for term normalization	40
GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification	40
PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes	37
Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation	36
Process mining in healthcare – An updated perspective on the state of the art	35
KG-Predict: A knowledge graph computational framework for drug repurposing	35
Using the contextual language model BERT for multi-criteria classification of scientific articles	35
Potential circRNA-disease association prediction using DeepWalk and network consistency projection	35
REDCap on FHIR: Clinical Data Interoperability Services	35