OOIR: Observatory of International Research

Papers

(The TQCC of Health Information Science and Systems is 7. 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 2021-03-01 to 2025-03-01.)

Article	Citations
A transfer learning enabled approach for ocular disease detection and classification	81
COVID-19 infection map generation and detection from chest X-ray images	71
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM	65
Dengue outbreaks prediction in Bangladesh perspective using distinct multilayer perceptron NN and decision tree	60
A new diagnostic autism spectrum disorder (DASD) strategy using ensemble diagnosis methodology based on blood tests	41
Intelligent antepartum fetal monitoring via deep learning and fusion of cardiotocographic signals and clinical data	39
Source-specific contributions of particulate matter to asthma-related pediatric emergency department utilization	37
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification	33
Design and technical validation to generate a synthetic 12-lead electrocardiogram dataset to promote artificial intelligence research	32
Analyzing and identifying predictable time range for stress prediction based on chaos theory and deep learning	32
Automated lead toxicity prediction using computational modelling framework	29
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	27
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	26
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis	23
Fast prototyping of a local fuzzy search system for decision support and retraining of hospital staff during pandemic	23
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network	20
DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images	20
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network	20
Classifying sepsis from photoplethysmography	19
An algorithm for Parkinson’s disease speech classification based on isolated words analysis	19
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network	18
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images	18
BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification	17
Using nutrigenomics to guide personalized nutrition supplementation for bolstering immune system	16
A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images	16

A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification	14
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals	14
Liver fibrosis MR images classification based on higher-order interaction and sample distribution rebalancing	14
Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence	14
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data	13
Characterization of biliary and duodenal microbiota in patients with primary and recurrent choledocholithiasis	13
Microstate feature fusion for distinguishing AD from MCI	11
Essential proteins discovery based on dominance relationship and neighborhood similarity centrality	11
Differential diagnosis between dilated cardiomyopathy and ischemic cardiomyopathy based on variational mode decomposition and high order spectra analysis	11
Forecasting fMRI images from video sequences: linear model analysis	11
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules	11
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator	11
Improving laryngeal cancer detection using chaotic metaheuristics integration with squeeze-and-excitation resnet model	10
Deep transfer learning hybrid techniques for precision in breast cancer tumor histopathology classification	10
Viewpoint-invariant exercise repetition counting	9
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset	9
Deep-kidney: an effective deep learning framework for chronic kidney disease prediction	9
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation	9
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis	8
Frailty detection in older adults via fractal analysis of acceleration signals from wrist-worn sensors	8
A new segment method for pulmonary artery and vein	8
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data	8
Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms	7
Exploiting biochemical data to improve osteosarcoma diagnosis with deep learning	7
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer	7
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging	7
Development of a recommendation system and data analysis in personalized medicine: an approach towards healthy vascular ageing	7
Effectiveness assessment of repetitive transcranial alternating current stimulation with concurrent EEG and fNIRS measurement	7
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine	7