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Papers
Attention-to-Survival: Multimodal Fracture Risk Prediction Based on Pelvic Radiographs and Clinical Data from the Study of Osteoporotic Fractures
MIDL 2026
CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis
CVPR 2026
ConSurv: Multimodal Continual Learning for Survival Analysis
AAAI 2026
Exploring Novel Uncertainty Quantification through Forward Intensity Function Modeling
JMLR 2026
Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare
AAAI 2026
Mind the Gap: Predicting, Explaining and Reducing Time-to-First-Comment (Reply Gap) in Online Mental-Health Communities
AAAI 2026
Overcoming Dependent Censoring in the Evaluation of Survival Models
UAI 2026
Predicting Session Termination and Retention on X from Fine-Grained Interaction Logs (Student Abstract)
AAAI 2026
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
CVPR 2025
Advancing Fairness in Precision Medicine: A Universal Framework for Optimal Treatment Estimation in Censored Data
AISTATS 2025
Boosting Methods for Interval-censored Data with Regression and Classification
ICLR 2025
C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
ICCV 2025
Can interpretability and accuracy coexist in cancer survival analysis?
MLHC 2025
Censor Dependent Variational Inference
ICML 2025
Conformalized Survival Analysis for General Right-Censored Data
ICLR 2025
Doubly Robust Conformalized Survival Analysis with Right-Censored Data
ICML 2025
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data
JMLR 2025
Generating Accurate Synthetic Survival Data by Conditioning on Outcomes
MLHC 2025
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction
ICCV 2025
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks
AISTATS 2025
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
ICLR 2025
Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks
AISTATS 2025
Adaptive Discretization for Event PredicTion (ADEPT)
AISTATS 2024
Cautionary Tales on Synthetic Controls in Survival Analyses
CLeaR 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration
ICML 2024