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Survival Prediction

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Showing 1–25 of 233 papers

TitleStatusHype
Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset—0
OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal TransportCode1
ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer—0
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining—0
Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality RebalanceCode1
Multimodal Survival Modeling in the Age of Foundation ModelsCode0
RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction—0
Beyond Cox Models: Assessing the Performance of Machine-Learning Methods in Non-Proportional Hazards and Non-Linear Survival AnalysisCode1
Time-to-event prediction for grouped variables using Exclusive Lasso—0
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning—0
AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival PredictionCode0
VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic ReconstructionCode0
PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological ImagesCode0
Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction—0
HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction—0
Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identificationCode0
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image AnalysisCode0
Multi-Modal Mamba Modeling for Survival Prediction (M4Survive): Adapting Joint Foundation Model RepresentationsCode2
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival PredictionCode0
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoderCode1
Adaptive Prototype Learning for Multimodal Cancer Survival AnalysisCode0
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival PredictionCode0
A Data-Efficient Pan-Tumor Foundation Model for Oncology CT InterpretationCode1
Molecular-driven Foundation Model for Oncologic PathologyCode4
ICFNet: Integrated Cross-modal Fusion Network for Survival PredictionCode1
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