AIMC Topic: Time-to-Treatment

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Clinical Decision Support for Septic Shock in the Emergency Department: A Cluster Randomized Trial.

Pediatrics Jul 1, 2025
BACKGROUND AND OBJECTIVES: Delays in septic shock diagnosis cause preventable mortality in children. Evidence is limited around early recognition strategies. The hypothesis was that clinical decision support (CDS) based on machine-learning predictive...
Adolescent Child, Preschool Male Infant Shock, Septic Emergency Service, Hospital Time-to-Treatment Child Decision Support Systems, Clinical Humans Machine Learning Prospective Studies Female Anti-Bacterial Agents
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The 2021 COVID-19 Artificial Intelligence Issue.

Clinical genitourinary cancer Feb 1, 2021
SARS-CoV-2 Smartphone Pandemics COVID-19 Time-to-Treatment Contact Tracing Urogenital Neoplasms Telemedicine Medical Oncology Humans Artificial Intelligence Personal Protective Equipment Global Burden of Disease Physical Distancing Wireless Technology
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Improved Interpretability of Machine Learning Model Using Unsupervised Clustering: Predicting Time to First Treatment in Chronic Lymphocytic Leukemia.

JCO clinical cancer informatics May 1, 2019
PURPOSE: Time to event is an important aspect of clinical decision making. This is particularly true when diseases have highly heterogeneous presentations and prognoses, as in chronic lymphocytic lymphoma (CLL). Although machine learning methods can ...
Cluster Analysis Time-to-Treatment Kaplan-Meier Estimate Treatment Outcome Follow-Up Studies Middle Aged Models, Theoretical Humans Risk Factors Aged Leukemia, Lymphocytic, Chronic, B-Cell Male Adult Female Reproducibility of Results Machine Learning Prognosis
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An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU.

Critical care medicine Apr 1, 2018
OBJECTIVES: Sepsis is among the leading causes of morbidity, mortality, and cost overruns in critically ill patients. Early intervention with antibiotics improves survival in septic patients. However, no clinically validated system exists for real-ti...
Academic Medical Centers Time-to-Treatment Vital Signs Organ Dysfunction Scores Heart Rate Sex Factors Age Factors Blood Pressure Sepsis Time Factors Comorbidity Severity of Illness Index Decision Support Systems, Clinical Socioeconomic Factors Electrocardiography Hospital Mortality ROC Curve Electronic Health Records Female Male Middle Aged Aged Critical Illness Intensive Care Units Humans Machine Learning
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