OOIR: Observatory of International Research

Papers

(The TQCC of Health Information Science and Systems is 8. 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
CSL-CTEA: a systematic method for evaluating novel intelligent cognitive assessment tools	82
Hyperbolic vision language representation learning on chest radiology images	71
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery	71
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM	60
Dengue outbreaks prediction in Bangladesh perspective using distinct multilayer perceptron NN and decision tree	46
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification	39
Analyzing and identifying predictable time range for stress prediction based on chaos theory and deep learning	37
Automated lead toxicity prediction using computational modelling framework	36
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	33
Fast prototyping of a local fuzzy search system for decision support and retraining of hospital staff during pandemic	32
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis	31
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network	30
DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images	29
Classifying sepsis from photoplethysmography	24
A transfer learning enabled approach for ocular disease detection and classification	24
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images	23
An algorithm for Parkinson’s disease speech classification based on isolated words analysis	23
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network	22
A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images	20
Using nutrigenomics to guide personalized nutrition supplementation for bolstering immune system	20
Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence	20
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification	18
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals	18
Characterization of biliary and duodenal microbiota in patients with primary and recurrent choledocholithiasis	17
Differential diagnosis between dilated cardiomyopathy and ischemic cardiomyopathy based on variational mode decomposition and high order spectra analysis	16

A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data	16
Essential proteins discovery based on dominance relationship and neighborhood similarity centrality	14
Forecasting fMRI images from video sequences: linear model analysis	14
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules	14
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator	13
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	13
Microstate feature fusion for distinguishing AD from MCI	13
Deep transfer learning hybrid techniques for precision in breast cancer tumor histopathology classification	12
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network	11
BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification	11
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset	11
Optimized seizure detection leveraging band-specific insights from limited EEG channels	11
Liver fibrosis MR images classification based on higher-order interaction and sample distribution rebalancing	11
A new diagnostic autism spectrum disorder (DASD) strategy using ensemble diagnosis methodology based on blood tests	11
COVID-19 infection map generation and detection from chest X-ray images	11
Improving laryngeal cancer detection using chaotic metaheuristics integration with squeeze-and-excitation resnet model	11
Intelligent antepartum fetal monitoring via deep learning and fusion of cardiotocographic signals and clinical data	11
Design and technical validation to generate a synthetic 12-lead electrocardiogram dataset to promote artificial intelligence research	11
Viewpoint-invariant exercise repetition counting	10
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation	10
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data	9
Frailty detection in older adults via fractal analysis of acceleration signals from wrist-worn sensors	9
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis	9
A new segment method for pulmonary artery and vein	9
Effectiveness assessment of repetitive transcranial alternating current stimulation with concurrent EEG and fNIRS measurement	8
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging	8