AIMC Topic: Risk Adjustment

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Guiding Risk Adjustment Models Toward Machine Learning Methods.

JAMA Sep 5, 2023
Machine Learning Computer Simulation Risk Adjustment
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Proton pump inhibitors receiving and prognosis of patients after scheduled percutaneous coronary interventions.

Terapevticheskii arkhiv Sep 20, 2018
AIM: The urgency of the study is determined by the lack of data necessary in order to assess the safety of prolonged use of proton pump inhibitors (PPI) in patients with IHD combined with anti-aggregant therapy. The aim of the study was to study the ...
Humans Prospective Studies Prognosis Female Aged Male Middle Aged Registries Percutaneous Coronary Intervention Coronary Restenosis Acute Coronary Syndrome Drug Therapy, Combination Gastrointestinal Hemorrhage Russia Long Term Adverse Effects Myocardial Ischemia Platelet Aggregation Inhibitors Proton Pump Inhibitors Risk Adjustment
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Mortality Prediction Gets a "Boost".

Critical care medicine Jun 1, 2018
Humans Machine Learning Algorithms Hospital Mortality Critical Care Risk Adjustment
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Development and Evaluation of an Automated Machine Learning Algorithm for In-Hospital Mortality Risk Adjustment Among Critical Care Patients.

Critical care medicine Jun 1, 2018
OBJECTIVES: Risk adjustment algorithms for ICU mortality are necessary for measuring and improving ICU performance. Existing risk adjustment algorithms are not widely adopted. Key barriers to adoption include licensing and implementation costs as wel...
Humans Algorithms Intensive Care Units Female Male Middle Aged Hospital Mortality Models, Statistical Unsupervised Machine Learning Risk Adjustment
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