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Survival Prediction

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Showing 51–100 of 233 papers

TitleStatusHype
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
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival PredictionCode0
Adaptive Prototype Learning for Multimodal Cancer Survival AnalysisCode0
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival PredictionCode0
Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder—0
Distilled Prompt Learning for Incomplete Multimodal Survival PredictionCode0
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
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
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
Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records—0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction—0
Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis—0
SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide ImagesCode0
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes—0
Pulmonary Embolism Mortality Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data—0
mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis—0
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report GenerationCode0
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma—0
ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks—0
Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation—0
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19Code0
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems—0
Explainable Survival Analysis with Uncertainty using Convolution-Involved Vision Transformer—0
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction—0
Survival Prediction Across Diverse Cancer Types Using Neural Networks—0
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis—0
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