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Survival Prediction

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Showing 51–100 of 233 papers

TitleStatusHype
A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data—0
Look a Group at Once: Multi-Slide Modeling for Survival Prediction—0
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning—0
AI-Enabled Lung Cancer Prognosis—0
Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network—0
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review—0
Copula-Based Deep Survival Models for Dependent Censoring—0
A Survey on Graph-Based Deep Learning for Computational Histopathology—0
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study—0
KL-divergence Based Deep Learning for Discrete Time Model—0
Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer—0
Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction—0
CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation—0
A Review on End-To-End Methods for Brain Tumor Segmentation and Overall Survival Prediction—0
Interpretable Machine Learning Classifiers for Brain Tumour Survival Prediction—0
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma—0
From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer—0
Area-norm COBRA on Conditional Survival Prediction—0
LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image—0
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images—0
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining—0
Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort—0
Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction—0
A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction—0
A hierarchical fusion framework integrating random projection-based classifiers: application in head and neck squamous carcinoma cancer—0
ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer—0
Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review—0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes—0
An explainable model to support the decision about the therapy protocol for AML—0
A Fully Convolutional Normalization Approach of Head and Neck Cancer Outcome Prediction—0
DySurv: dynamic deep learning model for survival analysis with conditional variational inference—0
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing—0
End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images—0
Enhanced Lung Cancer Survival Prediction using Semi-Supervised Pseudo-Labeling and Learning from Diverse PET/CT Datasets—0
Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion—0
Ensemble Learning of Colorectal Cancer Survival Rates—0
Brain Tumor Survival Prediction using Radiomics Features—0
Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction—0
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images—0
Explainable Survival Analysis with Uncertainty using Convolution-Involved Vision Transformer—0
Fast cross-validation for multi-penalty ridge regression—0
Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture—0
Colorectal cancer survival prediction using deep distribution based multiple-instance learning—0
An empirical study of using radiology reports and images to improve ICU mortality prediction—0
Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma—0
Gene Expression based Survival Prediction for Cancer Patients: A Topic Modeling Approach—0
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study—0
Glioblastoma Multiforme Patient Survival Prediction—0
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging—0
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