AIMC Topic: Academic Medical Centers

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Advancing In-Hospital Clinical Deterioration Prediction Models.

American journal of critical care : an official publication, American Association of Critical-Care Nurses Sep 1, 2018
BACKGROUND: Early warning systems lack robust evidence that they improve patients' outcomes, possibly because of their limitation of predicting binary rather than time-to-event outcomes.
Humans Machine Learning Retrospective Studies Academic Medical Centers Heart Arrest Clinical Deterioration Models, Statistical Critical Care Cohort Studies
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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...
Aged Male Middle Aged Electronic Health Records Female Sepsis Time Factors Hospital Mortality Comorbidity Severity of Illness Index Humans Critical Illness Intensive Care Units Machine Learning Organ Dysfunction Scores Blood Pressure Vital Signs Heart Rate Academic Medical Centers Time-to-Treatment Sex Factors Socioeconomic Factors Electrocardiography Age Factors ROC Curve Decision Support Systems, Clinical
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A Novel Model for Predicting Rehospitalization Risk Incorporating Physical Function, Cognitive Status, and Psychosocial Support Using Natural Language Processing.

Medical care Mar 1, 2017
BACKGROUND: With the increasing focus on reducing hospital readmissions in the United States, numerous readmissions risk prediction models have been proposed, mostly developed through analyses of structured data fields in electronic medical records a...
Focus Groups Natural Language Processing Patient Readmission Academic Medical Centers Models, Theoretical Health Status Social Support Risk Assessment Risk Factors Humans Cognition Mental Health
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Improving Prediction of Suicide and Accidental Death After Discharge From General Hospitals With Natural Language Processing.

JAMA psychiatry Oct 1, 2016
IMPORTANCE: Suicide represents the 10th leading cause of death across age groups in the United States (12.6 cases per 100 000) and remains challenging to predict. While many individuals who die by suicide are seen by physicians before their attempt, ...
Narration Humans Cohort Studies Massachusetts Retrospective Studies Academic Medical Centers Natural Language Processing Risk Assessment Female Hospitals, General Patient Discharge Follow-Up Studies Proportional Hazards Models Suicide Cause of Death Accidents Adult Regression Analysis Aged Male Aged, 80 and over Middle Aged
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Single-Site Robotic Cholecystectomy at an Inner-City Academic Center.

JSLS : Journal of the Society of Laparoendoscopic Surgeons Jan 1, 2015
INTRODUCTION: We investigate the safety and efficacy of single-site robotic cholecystectomy compared to laparoscopic cholecystectomy at an inner-city academic medical center.
Cholecystectomy, Laparoscopic Middle Aged Female Humans Gallbladder Diseases Treatment Outcome Adult Operative Time Robotics Retrospective Studies Male Academic Medical Centers
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