| Zero Shot Health Trajectory Prediction Using Transformer | Jul 30, 2024 | ICU AdmissionICU Mortality | CodeCode Available | 2 |
| Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency care | Jul 25, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Integrative Analysis for COVID-19 Patient Outcome Prediction | Jul 20, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |
| A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome Prediction | Feb 9, 2020 | ICU AdmissionTime Series Analysis | CodeCode Available | 1 |
| Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia | May 23, 2025 | Decision Makingfeature selection | —Unverified | 0 |
| Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review | May 18, 2025 | ICU AdmissionICU Mortality | —Unverified | 0 |
| An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes | Jan 9, 2025 | Causal InferenceICU Admission | —Unverified | 0 |
| Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes | Dec 20, 2024 | ICU Admission | —Unverified | 0 |
| Utilizing Machine Learning Models to Predict Acute Kidney Injury in Septic Patients from MIMIC-III Database | Dec 4, 2024 | ICU Admission | —Unverified | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 |
| DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR | Oct 22, 2024 | ICU AdmissionLanguage Modeling | —Unverified | 0 |
| New spectral imaging biomarkers for sepsis and mortality in intensive care | Aug 19, 2024 | ICU Admission | CodeCode Available | 0 |
| A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis | May 21, 2024 | ICU Admission | CodeCode Available | 0 |
| Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication | Jan 3, 2024 | ClassificationICU Admission | CodeCode Available | 0 |
| Cluster trajectory of SOFA score in predicting mortality in sepsis | Nov 23, 2023 | Dynamic Time WarpingICU Admission | —Unverified | 0 |
| Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining | Sep 13, 2023 | Conformal PredictionICU Admission | CodeCode Available | 0 |
| Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications | Mar 23, 2023 | ICU Admission | —Unverified | 0 |
| A standardised protocol for assessment of relative SARS-CoV-2 variant severity, with application to severity risk for COVID-19 cases infected with Omicron BA.1 compared to Delta variants in six European countries | Mar 9, 2023 | ICU Admission | —Unverified | 0 |
| Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit | Mar 9, 2023 | Decision MakingICU Admission | —Unverified | 0 |
| DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels | Jan 20, 2023 | ICU Admission | —Unverified | 0 |
| TabText: A Flexible and Contextual Approach to Tabular Data Representation | Jun 21, 2022 | ICU Admission | —Unverified | 0 |
| Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients | May 10, 2022 | Computed Tomography (CT)ICU Admission | —Unverified | 0 |
| Evidence for positive long- and short-term effects of vaccinations against COVID-19 in wearable sensor metrics -- Insights from the German Corona Data Donation Project | Apr 6, 2022 | ICU Admission | —Unverified | 0 |
| Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis | Mar 28, 2022 | ICU AdmissionTime Series | —Unverified | 0 |
| The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach | Feb 10, 2022 | Decision MakingICU Admission | CodeCode Available | 0 |
