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Disease Prediction

Papers

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Showing 1–50 of 261 papers

TitleStatusHype
Merlin: A Vision Language Foundation Model for 3D Computed TomographyCode3
Interpretable Graph Neural Networks for Connectome-Based Brain Disorder AnalysisCode1
Multi-modal Graph Learning for Disease PredictionCode1
CPLLM: Clinical Prediction with Large Language ModelsCode1
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict DepressionCode1
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI)Code1
Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)Code1
The color out of space: learning self-supervised representations for Earth Observation imageryCode1
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue SegmentationCode1
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsCode1
Specialty-Oriented Generalist Medical AI for Chest CT ScreeningCode1
BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease AnalysisCode1
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease predictionCode1
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning ModelsCode1
Unsupervised Pre-Training on Patient Population Graphs for Patient-Level PredictionsCode1
RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced DataCode1
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language ConversationsCode1
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-upCode1
A Structural Causal Model for MR Images of Multiple SclerosisCode1
Disease State Prediction From Single-Cell Data Using Graph Attention NetworksCode1
VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial IntelligenceCode1
Differentiable Graph Module (DGM) for Graph Convolutional NetworksCode1
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction SystemCode1
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease PredictionCode1
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive HealthcareCode0
Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier DetectionCode0
An Efficient Convolutional Neural Network for Coronary Heart Disease PredictionCode0
Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data ManifoldCode0
Analyzing the impact of feature selection on the accuracy of heart disease predictionCode0
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based ApplicationsCode0
GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent InferenceCode0
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to InterfacesCode0
Heart Disease Prediction System using Associative Classification and Genetic AlgorithmCode0
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph RepresentationsCode0
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest RadiographsCode0
Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised LearningCode0
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease OutbreaksCode0
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive LearningCode0
DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy PredictionCode0
DF-DM: A foundational process model for multimodal data fusion in the artificial intelligence eraCode0
Deep EHR: Chronic Disease Prediction Using Medical NotesCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Deep Stable Representation Learning on Electronic Health RecordsCode0
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's DiseaseCode0
Extraction of Medication and Temporal Relation from Clinical Text using Neural Language ModelsCode0
Enabling Patient-side Disease Prediction via the Integration of Patient NarrativesCode0
Attention on Personalized Clinical Decision Support System: Federated Learning ApproachCode0
A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion DiagnosisCode0
AUC-Oriented Domain Adaptation: From Theory to AlgorithmCode0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
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