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Survival Prediction

Papers

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Showing 51–100 of 233 papers

TitleStatusHype
A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing ValuesCode0
Coupling Deep Imputation with Multitask Learning for Downstream Tasks on Genomics DataCode0
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU PatientsCode0
Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic ReviewCode0
Countdown Regression: Sharp and Calibrated Survival PredictionsCode0
AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival PredictionCode0
SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-ContrastCode0
Cross-Validation Is All You Need: A Statistical Approach To Label Noise EstimationCode0
Survival prediction using ensemble tumor segmentation and transfer learningCode0
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction modelsCode0
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue MicroarraysCode0
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing RisksCode0
Slide-based Graph Collaborative Training for Histopathology Whole Slide Image AnalysisCode0
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image AnalysisCode0
SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survivalCode0
Stacked Autoencoder Based Multi-Omics Data Integration for Cancer Survival PredictionCode0
Towards Clinical Prediction with Transparency: An Explainable AI Approach to Survival Modelling in Residential Aged CareCode0
Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck CancersCode0
Personalized Survival Prediction with Contextual Explanation NetworksCode0
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19Code0
Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical ImagesCode0
PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological ImagesCode0
EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological ImagesCode0
Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival PredictionCode0
Multimodal Survival Modeling in the Age of Foundation ModelsCode0
Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep LearningCode0
Adaptive Prototype Learning for Multimodal Cancer Survival AnalysisCode0
Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical DataCode0
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomicsCode0
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival PredictionCode0
Distilled Prompt Learning for Incomplete Multimodal Survival PredictionCode0
Multimodal fusion using sparse CCA for breast cancer survival predictionCode0
An Effective Meaningful Way to Evaluate Survival ModelsCode0
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report GenerationCode0
Masked Pre-Training of Transformers for Histology Image AnalysisCode0
Large-scale benchmark study of survival prediction methods using multi-omics dataCode0
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS ChallengeCode0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
Deep learning cardiac motion analysis for human survival predictionCode0
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class ClassificationCode0
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival PredictionCode0
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival PredictionCode0
Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identificationCode0
Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCTCode0
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing RisksCode0
Deep Learning-Based Discrete Calibrated Survival PredictionCode0
Conformalized Survival AnalysisCode0
Semi-Supervised Variational Autoencoder for Survival PredictionCode0
Continuous and Discrete-Time Survival Prediction with Neural NetworksCode0
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and GenomicsCode0
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