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Disease Prediction

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Showing 51–100 of 261 papers

TitleStatusHype
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
A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion DiagnosisCode0
Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised LearningCode0
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
Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Multivariate Analysis of Gut Microbiota Composition and Prevalence of Gastric Cancer—0
Analysis of Convolutional Neural Network-based Image Classifications: A Multi-Featured Application for Rice Leaf Disease Prediction and Recommendations for Farmers—0
Advanced Machine Learning Framework for Efficient Plant Disease Prediction—0
Classification and Prediction of Heart Diseases using Machine Learning Algorithms—0
Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy—0
A causal viewpoint on prediction model performance under changes in case-mix: discrimination and calibration respond differently for prognosis and diagnosis predictions—0
Equitable Skin Disease Prediction Using Transfer Learning and Domain Adaptation—0
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study—0
Convolutional Neural Networks for Predictive Modeling of Lung Disease—0
Machine Learning Applications in Medical Prognostics: A Comprehensive Review—0
SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine LearningCode0
Optimizing Disease Prediction with Artificial Intelligence Driven Feature Selection and Attention Networks—0
White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography ImagingCode0
MLtoGAI: Semantic Web based with Machine Learning for Enhanced Disease Prediction and Personalized Recommendations using Generative AI—0
A data balancing approach towards design of an expert system for Heart Disease Prediction—0
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation—0
MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records—0
EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models—0
Meta-GCN: A Dynamically Weighted Loss Minimization Method for Dealing with the Data Imbalance in Graph Neural Networks—0
Research on Disease Prediction Model Construction Based on Computer AI deep Learning Technology—0
Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics DataCode0
Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model—0
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting—0
Out-of-distribution Reject Option Method for Dataset Shift Problem in Early Disease Onset PredictionCode0
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