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Survival Prediction

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Showing 151–200 of 233 papers

TitleStatusHype
Brain Cancer Survival Prediction on Treatment-na ive MRI using Deep Anchor Attention Learning with Vision Transformer—0
Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-squared Test and Hyper-parameter Optimization: A Retrospective Analysis—0
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomicsCode0
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural NetworkCode0
DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural NetworksCode0
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images—0
Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images—0
Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs—0
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study—0
Analysis of MRI Biomarkers for Brain Cancer Survival Prediction—0
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class ClassificationCode0
Survival Prediction of Heart Failure Patients using Stacked Ensemble Machine Learning Algorithm—0
AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression Data—0
Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma—0
Deep Learning for interpretable end-to-end survival prediction in gastrointestinal cancer histopathology—0
A Survey on Graph-Based Deep Learning for Computational Histopathology—0
Interpretable Machine Learning Classifiers for Brain Tumour Survival Prediction—0
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU PatientsCode0
DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis—0
Survival prediction of head and neck squamous cell carcinoma using machine learning models—0
Glioma Prognosis: Segmentation of the Tumor and Survival Prediction using Shape, Geometric and Clinical Information—0
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival PredictionCode0
Conformalized Survival AnalysisCode0
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma—0
Multimodal fusion using sparse CCA for breast cancer survival predictionCode0
Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics—0
Performance Evaluation of Transcriptomics Data Normalization for Survival Risk Prediction—0
A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data—0
Glioblastoma Multiforme Patient Survival Prediction—0
A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction—0
Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort—0
Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture—0
Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty—0
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing RisksCode0
Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients—0
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review—0
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning—0
Survival prediction and risk estimation of Glioma patients using mRNA expressions—0
Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction—0
Brain Tumor Survival Prediction using Radiomics Features—0
Strategies to integrate multi-omics data for patient survival prediction—0
DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging—0
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction—0
A Review on End-To-End Methods for Brain Tumor Segmentation and Overall Survival Prediction—0
A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction—0
Fast cross-validation for multi-penalty ridge regression—0
Y-net: Biomedical Image Segmentation and Clustering—0
Uncertainty Estimation in Cancer Survival Prediction—0
Novel Radiomic Feature for Survival Prediction of Lung Cancer Patients using Low-Dose CBCT Images—0
Large-scale benchmark study of survival prediction methods using multi-omics dataCode0
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