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ICU Admission

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Showing 1–43 of 43 papers

TitleStatusHype
Zero Shot Health Trajectory Prediction Using TransformerCode2
Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency careCode1
Integrative Analysis for COVID-19 Patient Outcome PredictionCode1
A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome PredictionCode1
Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia—0
Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review—0
An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes—0
Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes—0
Utilizing Machine Learning Models to Predict Acute Kidney Injury in Septic Patients from MIMIC-III Database—0
Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries—0
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR—0
New spectral imaging biomarkers for sepsis and mortality in intensive careCode0
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsisCode0
Large Language Model Capabilities in Perioperative Risk Prediction and PrognosticationCode0
Cluster trajectory of SOFA score in predicting mortality in sepsis—0
Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data miningCode0
Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications—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—0
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit—0
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels—0
TabText: A Flexible and Contextual Approach to Tabular Data Representation—0
Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients—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—0
Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis—0
The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approachCode0
COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification—0
Projecting the Impact of Covid-19 Variants and Vaccination Strategies in Disease Transmission using a Multilayer Network Model in Costa Rica—0
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure—0
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction—0
Fuzzy Expert Systems for Prediction of ICU Admission in Patients with COVID-19—0
Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability—0
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records DataCode0
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients—0
Individualized Prediction of COVID-19 Adverse outcomes with MLHOCode0
Computable Phenotypes of Patient Acuity in the Intensive Care Unit—0
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction—0
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes—0
Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients—0
Early hospital mortality prediction using vital signalsCode0
DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning—0
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit—0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction—0
A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data—0
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