Image de couverture de livre

HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yang, Jiaqi, Chen, Wenting, Xing, Xiaohan, He, Sean, Luo, Xiaoling, Lyu, Xinheng, Shen, Linlin, Qiu, Guoping
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

SurvAgent: Hierarchical CoT-Enhanced Case Banking and Dichotomy-Based Multi-Agent System for Multimodal Survival Prediction
par: Huang, Guolin, et autres
Publié: (2025)

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image
par: Liang, Yuci, et autres
Publié: (2024)

ConSurv: Multimodal Continual Learning for Survival Analysis
par: Yu, Dianzhi, et autres
Publié: (2025)

NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
par: Monod, Mélodie, et autres
Publié: (2025)

SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast
par: Saeed, Numan, et autres
Publié: (2024)

SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival Analysis
par: Liu, Yu, et autres
Publié: (2025)

WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis
par: Lyu, Xinheng, et autres
Publié: (2025)

GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
par: Liu, Shaonan, et autres
Publié: (2024)

SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks
par: Sun, Xiaotong, et autres
Publié: (2024)

Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding
par: Liu, Yingjie, et autres
Publié: (2025)

Hyperbolic Hierarchical Contrastive Hashing
par: Wei, Rukai, et autres
Publié: (2022)

TorchSurv: A Lightweight Package for Deep Survival Analysis
par: Monod, Mélodie, et autres
Publié: (2024)

A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space
par: Wang, Zhangyu, et autres
Publié: (2024)

TripleSurv: Triplet Time-adaptive Coordinate Loss for Survival Analysis
par: Zhang, Liwen, et autres
Publié: (2024)

TV-SurvCaus: Dynamic Representation Balancing for Causal Survival Analysis
par: Abraich, Ayoub
Publié: (2025)

TabSurv: Adapting Modern Tabular Neural Networks to Survival Analysis
par: Kirpichenko, Stanislav, et autres
Publié: (2026)

SurvCORN: Survival Analysis with Conditional Ordinal Ranking Neural Network
par: Ridzuan, Muhammad, et autres
Publié: (2024)

MM-SurvNet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion
par: Mondol, Raktim Kumar, et autres
Publié: (2024)

SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
par: Brockschmidt, Marie, et autres
Publié: (2025)

ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks
par: Zhai, Wankang
Publié: (2024)

Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models
par: Liu, Shaonan, et autres
Publié: (2026)

MMedExpert-R1: Strengthening Multimodal Medical Reasoning via Domain-Specific Adaptation and Clinical Guideline Reinforcement
par: Ding, Meidan, et autres
Publié: (2026)

TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation
par: Yang, Jiaqi, et autres
Publié: (2024)

SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis
par: Noroozizadeh, Shahriar, et autres
Publié: (2026)

SurvKAN: A Fully Parametric Survival Model Based on Kolmogorov-Arnold Networks
par: Mastroleo, Marina, et autres
Publié: (2026)

Chapter Surving the Anthropocene
par: Ross, Pauline M., et autres
Publié: (2023)

MATE-Pred: Multimodal Attention-based TCR-Epitope interaction Predictor
par: Goffinet, Etienne, et autres
Publié: (2023)

HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment
par: Jo, Sangmin, et autres
Publié: (2026)

RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction
par: Farooq, Aiman, et autres
Publié: (2025)

SurvAttack: Black-Box Attack On Survival Models through Ontology-Informed EHR Perturbation
par: Kerdabadi, Mohsen Nayebi, et autres
Publié: (2024)

SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction
par: Chen, Ying, et autres
Publié: (2024)

SurvBETA: Ensemble-Based Survival Models Using Beran Estimators and Several Attention Mechanisms
par: Utkin, Lev V., et autres
Publié: (2024)

Deep Feature Consistent Variational Autoencoder
par: Hou, Xianxu, et autres
Publié: (2016)

Metapath-based Hyperbolic Contrastive Learning for Heterogeneous Graph Embedding
par: Park, Jongmin, et autres
Publié: (2025)

Living Arrangements and Women's Household Decision‐Making Power in China
par: Xinheng Li
Publié: (2026)

TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction
par: Zeng, Sihang, et autres
Publié: (2025)

SurvBench: A Standardised Preprocessing Pipeline for Multi-Modal Electronic Health Record Survival Analysis
par: Mesinovic, Munib, et autres
Publié: (2025)

HyNeuralMap: Hyperbolic Mapping of Visual Semantics to Neural Hierarchies
par: Ma, Zihan, et autres
Publié: (2026)

HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation
par: Gadi, Hari Krishna, et autres
Publié: (2026)

Factors Influencing the Visualization of Fallopian Tubes in Hysterosalpingo‐Contrast Sonography (HyCoSy)—The Value of Multimodal HyCoSy in Visualizing the Fallopian Tubes
par: Yan Li, et autres
Publié: (2024)