Health Information Science and Systems

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 2021-05-01 to 2025-05-01.)
ArticleCitations
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder75
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery50
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction43
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data43
Microstate feature fusion for distinguishing AD from MCI41
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network33
SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos32
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis32
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data32
Exploring relationship between emotion and probiotics with knowledge graphs30
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer25
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging24
Image-based second opinion for blood typing24
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI23
Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset23
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset22
Detecting autism in children through drawing characteristics using the visual-motor integration test21
Convolutional neural network framework for EEG-based ADHD diagnosis in children21
A novel information sharing framework for people living with type-2 diabetes in the context of a group education program21
Embedding-based link predictions to explore latent comorbidity of chronic diseases20
Supervised graph contrastive learning for cancer subtype identification through multi-omics data integration19
Dynamically stabilized recurrent neural network optimized with Artificial Gorilla Troops espoused Alzheimer’s disorder detection using EEG signals18
Machine-learning-based prediction of cardiovascular events for hyperlipidemia population with lipid variability and remnant cholesterol as biomarkers18
COVID-19 diagnosis from chest x-rays: developing a simple, fast, and accurate neural network16
Multi-omics prognostic signatures of IPO11 mRNA expression and clinical outcomes in colorectal cancer using bioinformatics approaches15
HTC-Net: Hashimoto’s thyroiditis ultrasound image classification model based on residual network reinforced by channel attention mechanism14
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules14
Automated lead toxicity prediction using computational modelling framework13
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images13
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification13
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network13
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine12
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network12
Meta semi-supervised medical image segmentation with label hierarchy12
A deep reinforcement learning-based wireless body area network offloading optimization strategy for healthcare services11
Linguistic summarization of visual attention and developmental functioning of young children with autism spectrum disorder11
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning11
A new mixed reality tool for training in minimally invasive robotic-assisted surgery11
CLAD-Net: cross-layer aggregation attention network for real-time endoscopic instrument detection11
A framework for in-vivo human brain tumor detection using image augmentation and hybrid features11
Enhancing cancer subtype classification through convolutional neural networks: a deepinsight analysis of TCGA gene expression data11
Margin-aware optimized contrastive learning for enhanced self-supervised histopathological image classification11
Monitoring COVID-19 pandemic through the lens of social media using natural language processing and machine learning10
A computational model to analyze the impact of birth weight-nutritional status pair on disease development and disease recovery10
Multimodal learning of clinically accessible tests to aid diagnosis of neurodegenerative disorders: a scoping review10
Rapid detection and interpretation of heart murmurs using phonocardiograms, transfer learning and explainable artificial intelligence9
Target area distillation and section attention segmentation network for accurate 3D medical image segmentation9
Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing9
MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation9
Alterations of DNA methylation profile in peripheral blood of children with simple obesity8
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