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Disease Prediction

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Showing 1–50 of 261 papers

TitleStatusHype
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based ApplicationsCode0
Trustworthy Chronic Disease Risk Prediction For Self-Directed Preventive Care via Medical Literature Validation—0
A Structured Dataset of Disease-Symptom Associations to Improve Diagnostic Accuracy—0
Identifying Alzheimer's Disease Prediction Strategies of Convolutional Neural Network Classifiers using R2* Maps and Spectral Clustering—0
DuAL-Net: A Hybrid Framework for Alzheimer's Disease Prediction from Whole-Genome Sequencing via Local SNP Windows and Global Annotations—0
MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction—0
A Comprehensive Machine Learning Framework for Heart Disease Prediction: Performance Evaluation and Future Perspectives—0
Predicting Diabetes Using Machine Learning: A Comparative Study of Classifiers—0
Robust & Precise Knowledge Distillation-based Novel Context-Aware Predictor for Disease Detection in Brain and Gastrointestinal—0
Multimodal Integrated Knowledge Transfer to Large Language Models through Preference Optimization with Biomedical ApplicationsCode0
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation—0
Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction—0
Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis—0
A multi-locus predictiveness curve and its summary assessment for genetic risk prediction—0
Retinal Fundus Multi-Disease Image Classification using Hybrid CNN-Transformer-Ensemble ArchitecturesCode0
CardioTabNet: A Novel Hybrid Transformer Model for Heart Disease Prediction using Tabular Medical Data—0
Feature selection strategies for optimized heart disease diagnosis using ML and DL models—0
Explainable Graph-theoretical Machine Learning: with Application to Alzheimer's Disease Prediction—0
SMPR: A structure-enhanced multimodal drug-disease prediction model for drug repositioning and cold start—0
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values—0
In Shift and In Variance: Assessing the Robustness of HAR Deep Learning Models against Variability—0
A Hybrid CNN-Transformer Model for Heart Disease Prediction Using Life History Data—0
Patient Trajectory Prediction: Integrating Clinical Notes with TransformersCode0
Applications of Large Models in Medicine—0
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph RepresentationsCode0
Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?—0
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis—0
An Explainable Disease Surveillance System for Early Prediction of Multiple Chronic Diseases—0
Exploring the Feasibility of Deep Learning Models for Long-term Disease Prediction: A Case Study for Wheat Yellow Rust in England—0
CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification—0
DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy PredictionCode0
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT—0
Revealing the Self: Brainwave-Based Human Trait Identification—0
Artificial Intelligence for Central Dogma-Centric Multi-Omics: Challenges and Breakthroughs—0
Accurate Medical Named Entity Recognition Through Specialized NLP Models—0
Dynamic Classification of Latent Disease Progression with Auxiliary Surrogate Labels—0
Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction—0
Optimization of Transformer heart disease prediction model based on particle swarm optimization algorithm—0
Barttender: An approachable & interpretable way to compare medical imaging and non-imaging dataCode0
Explainable Artificial Intelligence for Medical Applications: A Review—0
Artificial Intelligence for Infectious Disease Prediction and Prevention: A Comprehensive Review—0
Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised LearningCode0
A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion DiagnosisCode0
Chronic Obstructive Pulmonary Disease Prediction Using Deep Convolutional Network—0
Brain age identification from diffusion MRI synergistically predicts neurodegenerative diseaseCode0
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive LearningCode0
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction—0
MultiOrg: A Multi-rater Organoid-detection Dataset—0
Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model—0
Advancements In Heart Disease Prediction: A Machine Learning Approach For Early Detection And Risk Assessment—0
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