OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence in Medicine 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 2021-04-01 to 2025-04-01.)

Article	Citations
Disentangled global and local features of multi-source data variational autoencoder: An interpretable model for diagnosing IgAN via multi-source Raman spectral fusion techniques	233
Development of decision support tools by model order reduction for active endovascular navigation	194
It's the data, stupid: Inflection point for Artificial Intelligence in Indian healthcare	126
Depression detection for twitter users using sentiment analysis in English and Arabic tweets	124
Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction	113
A comprehensive review on federated learning based models for healthcare applications	108
Enhanced ICD-10 code assignment of clinical texts: A summarization-based approach	99
Deep variational graph autoencoders for novel host-directed therapy options against COVID-19	96
Mapping twenty years of antimicrobial resistance research trends	94
Editorial Board	87
Editorial Board	87
Editorial Board	86
Editorial Board	86
Boosting lesion annotation via aggregating explicit relations in external medical knowledge graph	85
Artificial intelligence-inspired comprehensive framework for Covid-19 outbreak control	84
Graph-based association rule learning for context-based health monitoring to enable user-centered assistance	82
A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports	80
GCNGAT: Drug–disease association prediction based on graph convolution neural network and graph attention network	77
FDA-approved machine learning algorithms in neuroradiology: A systematic review of the current evidence for approval	75
Editorial Board	72
Diseases diagnosis based on artificial intelligence and ensemble classification	71
Editorial Board	67
Editorial Board	66
Tracking leukocytes in intravital time lapse images using 3D cell association learning network	64
Editorial Board	63

Medical concept embedding of real-valued electronic health records with application to inflammatory bowel disease	58
Editorial Board	58
Reconstruction of central arterial pressure waveform based on CBi-SAN network from radial pressure waveform	58
An idiosyncratic MIMBO-NBRF based automated system for child birth mode prediction	56
Osteoporosis prediction in lumbar spine X-ray images using the multi-scale weighted fusion contextual transformer network	55
DECAF: An interpretable deep cascading framework for ICU mortality prediction	55
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks	55
Fraud detection in healthcare claims using machine learning: A systematic review	55
Mathematical modeling and AI based decision making for COVID-19 suspects backed by novel distance and similarity measures on plithogenic hypersoft sets	53
Predicting liver cancers using skewed epidemiological data	53
EMONAS-Net: Efficient multiobjective neural architecture search using surrogate-assisted evolutionary algorithm for 3D medical image segmentation	52
Graph neural network modelling as a potentially effective method for predicting and analyzing procedures based on patients' diagnoses	52
Editorial Board	51
Application of substitution box of present cipher for automated detection of snoring sounds	49
Interpreting clinical latent representations using autoencoders and probabilistic models	47
Custom machine learning algorithm for large-scale disease screening - taking heart disease data as an example	45
Comment on “Finding reduced Raman spectroscopy fingerprint of skin samples for melanoma diagnosis through machine learning”	45
Non-invasive fractional flow reserve derived from reduced-order coronary model and machine learning prediction of stenosis flow resistance	44
Prognostic prediction of sepsis patient using transformer with skip connected token for tabular data	43
CHNet: A multi-task global–local Collaborative Hybrid Network for KRAS mutation status prediction in colorectal cancer	43