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Survival Prediction

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Showing 1–50 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
Distilled Prompt Learning for Incomplete Multimodal Survival PredictionCode0
Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder—0
From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer—0
Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep LearningCode0
Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology—0
Enhanced Lung Cancer Survival Prediction using Semi-Supervised Pseudo-Labeling and Learning from Diverse PET/CT Datasets—0
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction—0
Look a Group at Once: Multi-Slide Modeling for Survival Prediction—0
xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung CancerCode0
PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images—0
Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion—0
Toward Conditional Distribution Calibration in Survival PredictionCode1
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing RisksCode0
Slide-based Graph Collaborative Training for Histopathology Whole Slide Image AnalysisCode0
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning—0
Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCTCode0
DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare DataCode1
SeqRisk: Transformer-augmented latent variable model for improved survival prediction with longitudinal data—0
End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images—0
Multi-modal Intermediate Feature Interaction AutoEncoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer—0
Wave-LSTM: Multi-scale analysis of somatic whole genome copy number profiles—0
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging—0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records—0
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction—0
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