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Disease Prediction

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Showing 151–200 of 261 papers

TitleStatusHype
ECO-AMLP: A Decision Support System using an Enhanced Class Outlier with Automatic Multilayer Perceptron for Diabetes Prediction—0
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction—0
EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models—0
Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy—0
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting—0
Ensemble Framework for Cardiovascular Disease Prediction—0
Equitable Skin Disease Prediction Using Transfer Learning and Domain Adaptation—0
Evaluating Echo State Network for Parkinson's Disease Prediction using Voice Features—0
Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction—0
Evaluation of Machine Learning Methods to Predict Coronary Artery Disease Using Metabolomic Data—0
Evaluation of network-guided random forest for disease gene discovery—0
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning—0
Explainable Artificial Intelligence for Medical Applications: A Review—0
Explainable artificial intelligence for Healthcare applications using Random Forest Classifier with LIME and SHAP—0
Explainable Graph-theoretical Machine Learning: with Application to Alzheimer's Disease Prediction—0
Explorative analysis of human disease-symptoms relations using the Convolutional Neural Network—0
Exploring the Feasibility of Deep Learning Models for Long-term Disease Prediction: A Case Study for Wheat Yellow Rust in England—0
Eye Disease Prediction using Ensemble Learning and Attention on OCT Scans—0
Farmer's Assistant: A Machine Learning Based Application for Agricultural Solutions—0
Feature-context driven Federated Meta-Learning for Rare Disease Prediction—0
Feature selection strategies for optimized heart disease diagnosis using ML and DL models—0
Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions -- A Systematic Review—0
FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction—0
BSODA: A Bipartite Scalable Framework for Online Disease Diagnosis—0
Forecasting Individualized Disease Trajectories using Interpretable Deep Learning—0
Functional2Structural: Cross-Modality Brain Networks Representation Learning—0
Functional Principal Component Analysis and Randomized Sparse Clustering Algorithm for Medical Image Analysis—0
Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model—0
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification—0
General DeepLCP model for disease prediction : Case of Lung Cancer—0
Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model—0
Health improvement framework for planning actionable treatment process using surrogate Bayesian model—0
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System—0
Heart disease prediction by using novel optimization algorithm: A supervised learning prospective—0
High-Throughput Machine Learning from Electronic Health Records—0
How Reliable AI Chatbots are for Disease Prediction from Patient Complaints?—0
IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction—0
ICE-SEARCH: A Language Model-Driven Feature Selection Approach—0
Identifying Alzheimer's Disease Prediction Strategies of Convolutional Neural Network Classifiers using R2* Maps and Spectral Clustering—0
Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design—0
Improving Cardiovascular Disease Prediction Through Comparative Analysis of Machine Learning Models: A Case Study on Myocardial Infarction—0
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study—0
InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction—0
Individual health-disease phase diagrams for disease prevention based on machine learning—0
In Shift and In Variance: Assessing the Robustness of HAR Deep Learning Models against Variability—0
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction—0
Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs—0
Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?—0
JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
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