| Distilled Prompt Learning for Incomplete Multimodal Survival Prediction | Jan 1, 2025 | PredictionPrompt Learning | CodeCode Available | 0 |
| Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder | Jan 1, 2025 | Survival Predictionwhole slide images | —Unverified | 0 |
| From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer | Dec 21, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning | Nov 27, 2024 | Survival Prediction | CodeCode Available | 0 |
| Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology | Nov 26, 2024 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Enhanced Lung Cancer Survival Prediction using Semi-Supervised Pseudo-Labeling and Learning from Diverse PET/CT Datasets | Nov 25, 2024 | Hybrid Machine LearningSurvival Analysis | —Unverified | 0 |
| Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction | Nov 21, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Look a Group at Once: Multi-Slide Modeling for Survival Prediction | Nov 18, 2024 | Survival Prediction | —Unverified | 0 |
| xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer | Nov 12, 2024 | Decision MakingSurvival Prediction | CodeCode Available | 0 |
| PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images | Nov 1, 2024 | PredictionPrognosis | —Unverified | 0 |
| Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion | Oct 29, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Toward Conditional Distribution Calibration in Survival Prediction | Oct 27, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks | Oct 19, 2024 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis | Oct 14, 2024 | Multiple Instance LearningRepresentation Learning | CodeCode Available | 0 |
| Survival Prediction in Lung Cancer through Multi-Modal Representation Learning | Sep 30, 2024 | Representation LearningSurvival Prediction | —Unverified | 0 |
| Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT | Sep 30, 2024 | Prediction IntervalsSurvival Analysis | CodeCode Available | 0 |
| DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data | Sep 25, 2024 | Contrastive LearningPrognosis | CodeCode Available | 1 |
| SeqRisk: Transformer-augmented latent variable model for improved survival prediction with longitudinal data | Sep 19, 2024 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images | Sep 5, 2024 | DecoderSurvival Analysis | —Unverified | 0 |
| Multi-modal Intermediate Feature Interaction AutoEncoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer | Aug 23, 2024 | PrognosisSurvival Prediction | —Unverified | 0 |
| Wave-LSTM: Multi-scale analysis of somatic whole genome copy number profiles | Aug 22, 2024 | Survival Prediction | —Unverified | 0 |
| Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging | Aug 18, 2024 | Cancer ClassificationLung Cancer Diagnosis | —Unverified | 0 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 |
| Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records | Aug 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction | Aug 8, 2024 | PredictionSurvival Prediction | —Unverified | 0 |