| Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data | Jul 19, 2024 | feature selectionICU Mortality | —Unverified | 0 | 0 |
| Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan | Aug 25, 2023 | Clinical KnowledgeMortality Prediction | —Unverified | 0 | 0 |
| PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction | Apr 25, 2017 | feature selectionICU Admission | —Unverified | 0 | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 | 0 |
| Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets | Sep 30, 2023 | ManagementMissing Values | —Unverified | 0 | 0 |
| Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation | May 5, 2021 | Binary ClassificationMortality Prediction | —Unverified | 0 | 0 |
| Subpopulation-Specific Synthetic EHR for Better Mortality Prediction | May 25, 2023 | Mortality PredictionPrediction | —Unverified | 0 | 0 |
| Predicting Clinical Outcomes in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study | Jul 15, 2020 | Decision MakingMortality Prediction | —Unverified | 0 | 0 |
| Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning | Oct 27, 2024 | Decision Makingfeature selection | —Unverified | 0 | 0 |
| Explainable Clinical Decision Support from Text | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Explaining a Series of Models by Propagating Shapley Values | Apr 30, 2021 | Mortality Prediction | —Unverified | 0 | 0 |
| Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography | Jul 1, 2016 | Computed Tomography (CT)feature selection | —Unverified | 0 | 0 |
| Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models | Nov 1, 2014 | Mortality PredictionTopic Models | —Unverified | 0 | 0 |
| Deep Neural Decision Forest: A Novel Approach for Predicting Recovery or Decease of Patients | Nov 23, 2023 | Decision MakingDeep Learning | —Unverified | 0 | 0 |
