| Survival Prediction in Lung Cancer through Multi-Modal Representation Learning | Sep 30, 2024 | Representation LearningSurvival Prediction | —Unverified | 0 |
| Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT | Sep 30, 2024 | Prediction IntervalsSurvival Analysis | CodeCode Available | 0 |
| SeqRisk: Transformer-augmented latent variable model for improved survival prediction with longitudinal data | Sep 19, 2024 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images | Sep 5, 2024 | DecoderSurvival Analysis | —Unverified | 0 |
| Multi-modal Intermediate Feature Interaction AutoEncoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer | Aug 23, 2024 | PrognosisSurvival Prediction | —Unverified | 0 |
| Wave-LSTM: Multi-scale analysis of somatic whole genome copy number profiles | Aug 22, 2024 | Survival Prediction | —Unverified | 0 |
| Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging | Aug 18, 2024 | Cancer ClassificationLung Cancer Diagnosis | —Unverified | 0 |
| Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records | Aug 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 |
| M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction | Aug 8, 2024 | PredictionSurvival Prediction | —Unverified | 0 |
| Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis | Jul 19, 2024 | Survival Prediction | —Unverified | 0 |
| SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images | Jun 30, 2024 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes | Jun 11, 2024 | Data IntegrationGraph Neural Network | —Unverified | 0 |
| Pulmonary Embolism Mortality Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data | Jun 3, 2024 | Mortality PredictionSurvival Prediction | —Unverified | 0 |
| mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis | May 28, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation | May 23, 2024 | Image to textSentence | CodeCode Available | 0 |
| Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma | May 21, 2024 | Multimodal Deep LearningPrediction | —Unverified | 0 |
| ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks | May 11, 2024 | Deep LearningPrognosis | —Unverified | 0 |
| Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation | May 9, 2024 | Decision MakingMulti-Label Learning | —Unverified | 0 |
| Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 | May 5, 2024 | COVID-19 DiagnosisDecision Making | CodeCode Available | 0 |
| MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems | May 2, 2024 | Survival Prediction | —Unverified | 0 |
| Explainable Survival Analysis with Uncertainty using Convolution-Involved Vision Transformer | Apr 18, 2024 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 |
| Survival Prediction Across Diverse Cancer Types Using Neural Networks | Apr 11, 2024 | PredictionPrognosis | —Unverified | 0 |
| Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis | Apr 11, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |