Health Information Science and Systems

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.)
ArticleCitations
A transfer learning enabled approach for ocular disease detection and classification81
COVID-19 infection map generation and detection from chest X-ray images71
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM65
Dengue outbreaks prediction in Bangladesh perspective using distinct multilayer perceptron NN and decision tree60
A new diagnostic autism spectrum disorder (DASD) strategy using ensemble diagnosis methodology based on blood tests41
Intelligent antepartum fetal monitoring via deep learning and fusion of cardiotocographic signals and clinical data39
Source-specific contributions of particulate matter to asthma-related pediatric emergency department utilization37
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification33
Design and technical validation to generate a synthetic 12-lead electrocardiogram dataset to promote artificial intelligence research32
Analyzing and identifying predictable time range for stress prediction based on chaos theory and deep learning32
Automated lead toxicity prediction using computational modelling framework29
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder27
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction26
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis23
Fast prototyping of a local fuzzy search system for decision support and retraining of hospital staff during pandemic23
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network20
DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images20
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network20
Classifying sepsis from photoplethysmography19
An algorithm for Parkinson’s disease speech classification based on isolated words analysis19
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network18
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images18
BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification17
Using nutrigenomics to guide personalized nutrition supplementation for bolstering immune system16
A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images16
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification14
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals14
Liver fibrosis MR images classification based on higher-order interaction and sample distribution rebalancing14
Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence14
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data13
Characterization of biliary and duodenal microbiota in patients with primary and recurrent choledocholithiasis13
Microstate feature fusion for distinguishing AD from MCI11
Essential proteins discovery based on dominance relationship and neighborhood similarity centrality11
Differential diagnosis between dilated cardiomyopathy and ischemic cardiomyopathy based on variational mode decomposition and high order spectra analysis11
Forecasting fMRI images from video sequences: linear model analysis11
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules11
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator11
Improving laryngeal cancer detection using chaotic metaheuristics integration with squeeze-and-excitation resnet model10
Deep transfer learning hybrid techniques for precision in breast cancer tumor histopathology classification10
Viewpoint-invariant exercise repetition counting9
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset9
Deep-kidney: an effective deep learning framework for chronic kidney disease prediction9
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation9
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis8
Frailty detection in older adults via fractal analysis of acceleration signals from wrist-worn sensors8
A new segment method for pulmonary artery and vein8
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data8
Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms7
Exploiting biochemical data to improve osteosarcoma diagnosis with deep learning7
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer7
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging7
Development of a recommendation system and data analysis in personalized medicine: an approach towards healthy vascular ageing7
Effectiveness assessment of repetitive transcranial alternating current stimulation with concurrent EEG and fNIRS measurement7
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine7
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