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 2021-12-01 to 2025-12-01.)
ArticleCitations
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data85
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction70
K-cql: an arterial blood gas analysis-based deep offline reinforcement learning algorithm for mechanical ventilation treatment57
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder53
Microstate feature fusion for distinguishing AD from MCI42
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery38
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network38
Exploring relationship between emotion and probiotics with knowledge graphs37
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer35
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data31
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI30
Knowledge-enhanced medical image classification via descriptive priors from large language models30
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging30
Image-based second opinion for blood typing28
Structured reflective reasoning for precise medical knowledge graph retrieval augmented generation26
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
Detecting autism in children through drawing characteristics using the visual-motor integration test24
Convolutional neural network framework for EEG-based ADHD diagnosis in children24
Embedding-based link predictions to explore latent comorbidity of chronic diseases23
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset22
Deep continual multitask out-of-hospital incident severity assessment from changing clinical features20
Dynamically stabilized recurrent neural network optimized with Artificial Gorilla Troops espoused Alzheimer’s disorder detection using EEG signals19
Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset19
Timelygpt: extrapolatable transformer pre-training for long-term time-series forecasting in healthcare18
Machine-learning-based prediction of cardiovascular events for hyperlipidemia population with lipid variability and remnant cholesterol as biomarkers18
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 approaches16
HTC-Net: Hashimoto’s thyroiditis ultrasound image classification model based on residual network reinforced by channel attention mechanism15
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images15
A multimodal approach for cardiac signals classification using deep learning with explainable AI methods15
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification15
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network15
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules15
An EEG-based patient-independent epileptic seizure detection method based on domain generative adversarial network14
Meta semi-supervised medical image segmentation with label hierarchy14
Automated lead toxicity prediction using computational modelling framework14
Enhancing medical image report generation using a self-boosting multimodal alignment framework14
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network14
Multi-dimensional perceptual quality assessment for magnetic resonance images13
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine13
Reasoning with large language models in medicine: a systematic review of techniques, challenges and clinical integration13
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
A new mixed reality tool for training in minimally invasive robotic-assisted surgery12
Margin-aware optimized contrastive learning for enhanced self-supervised histopathological image classification12
A framework for in-vivo human brain tumor detection using image augmentation and hybrid features11
CLAD-Net: cross-layer aggregation attention network for real-time endoscopic instrument detection11
Enhancing cancer subtype classification through convolutional neural networks: a deepinsight analysis of TCGA gene expression data11
Alterations of DNA methylation profile in peripheral blood of children with simple obesity10
Multimodal learning of clinically accessible tests to aid diagnosis of neurodegenerative disorders: a scoping review10
A computational model to analyze the impact of birth weight-nutritional status pair on disease development and disease recovery10
Target area distillation and section attention segmentation network for accurate 3D medical image segmentation10
Rapid detection and interpretation of heart murmurs using phonocardiograms, transfer learning and explainable artificial intelligence10
A deep reinforcement learning-based wireless body area network offloading optimization strategy for healthcare services10
Linguistic summarization of visual attention and developmental functioning of young children with autism spectrum disorder10
Cardiac murmur grading and risk analysis of cardiac diseases based on adaptable heterogeneous-modality multi-task learning9
MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation9
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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