Health Information Science and Systems

Papers
(The TQCC of Health Information Science and Systems is 9. 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 2021-09-01 to 2025-09-01.)
ArticleCitations
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery80
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data59
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction49
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder49
Microstate feature fusion for distinguishing AD from MCI37
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network37
K-cql: an arterial blood gas analysis-based deep offline reinforcement learning algorithm for mechanical ventilation treatment36
Exploring relationship between emotion and probiotics with knowledge graphs28
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer27
Image-based second opinion for blood typing26
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging26
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI26
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data26
A novel clustered-based binary grey wolf optimizer to solve the feature selection problem for uncovering the genetic links between non-Hodgkin lymphomas and rheumatologic diseases26
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset23
Detecting autism in children through drawing characteristics using the visual-motor integration test22
Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset21
Embedding-based link predictions to explore latent comorbidity of chronic diseases20
Machine-learning-based prediction of cardiovascular events for hyperlipidemia population with lipid variability and remnant cholesterol as biomarkers19
Convolutional neural network framework for EEG-based ADHD diagnosis in children19
Supervised graph contrastive learning for cancer subtype identification through multi-omics data integration18
Multi-omics prognostic signatures of IPO11 mRNA expression and clinical outcomes in colorectal cancer using bioinformatics approaches17
COVID-19 diagnosis from chest x-rays: developing a simple, fast, and accurate neural network17
Dynamically stabilized recurrent neural network optimized with Artificial Gorilla Troops espoused Alzheimer’s disorder detection using EEG signals17
HTC-Net: Hashimoto’s thyroiditis ultrasound image classification model based on residual network reinforced by channel attention mechanism17
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network16
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules15
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification15
A new mixed reality tool for training in minimally invasive robotic-assisted surgery13
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images13
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine13
Automated lead toxicity prediction using computational modelling framework13
Meta semi-supervised medical image segmentation with label hierarchy13
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network13
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning12
Identification and applications of disease-associated differential human and bacterial proteins with metaproteomic evidence12
Margin-aware optimized contrastive learning for enhanced self-supervised histopathological image classification12
Enhancing cancer subtype classification through convolutional neural networks: a deepinsight analysis of TCGA gene expression data11
A deep reinforcement learning-based wireless body area network offloading optimization strategy for healthcare services11
A framework for in-vivo human brain tumor detection using image augmentation and hybrid features11
A computational model to analyze the impact of birth weight-nutritional status pair on disease development and disease recovery11
CLAD-Net: cross-layer aggregation attention network for real-time endoscopic instrument detection11
Target area distillation and section attention segmentation network for accurate 3D medical image segmentation11
Multimodal learning of clinically accessible tests to aid diagnosis of neurodegenerative disorders: a scoping review10
A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration9
MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation9
Linguistic summarization of visual attention and developmental functioning of young children with autism spectrum disorder9
Gut microbiome biomarkers in adolescent obesity: a regional study9
Rapid detection and interpretation of heart murmurs using phonocardiograms, transfer learning and explainable artificial intelligence9
Alterations of DNA methylation profile in peripheral blood of children with simple obesity9
Optimized automated detection of diabetic retinopathy severity: integrating improved multithresholding tunicate swarm algorithm and improved hybrid butterfly optimization9
EAPR: explainable and augmented patient representation learning for disease prediction9
Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing9
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