| Inference of a Multi-Domain Machine Learning Model to Predict Mortality in Hospital Stays for Patients with Cancer upon Febrile Neutropenia Onset | Feb 21, 2019 | BIG-bench Machine LearningMortality Prediction | —Unverified | 0 | 0 |
| Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction | Mar 24, 2020 | ICU MortalityMortality Prediction | —Unverified | 0 | 0 |
| XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients | May 10, 2023 | Mortality PredictionPrediction | —Unverified | 0 | 0 |
| Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction | May 14, 2019 | Feature ImportanceMortality Prediction | —Unverified | 0 | 0 |
| Interpretable Graph Learning Over Sets of Temporally-Sparse Data | May 25, 2025 | Fake News DetectionGraph Learning | —Unverified | 0 | 0 |
| Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation | Jan 28, 2020 | Interpretable Machine LearningMortality Prediction | —Unverified | 0 | 0 |
| Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality | Feb 16, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 | 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 | 0 |
| Medical records condensation: a roadmap towards healthcare data democratisation | May 5, 2023 | Clinical KnowledgeDataset Condensation | —Unverified | 0 | 0 |
| Assessing mortality prediction through different representation models based on concepts extracted from clinical notes | Jul 22, 2022 | Mortality Prediction | —Unverified | 0 | 0 |
