AIMC Topic: Length of Stay

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Is newer always better?: comparing cost and short-term outcomes between laparoscopic and robotic right hemicolectomy.

Surgical endoscopy Jun 15, 2021
BACKGROUND: Enthusiasm is high for expansion of robotic assisted surgery into right hemicolectomy. But data on outcomes and cost is lacking. Our objective was to determine the association between surgical approach and cost for minimally invasive righ...
Robotic Surgical Procedures Colectomy Length of Stay Operative Time Robotics Laparoscopy Humans Retrospective Studies
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Outcomes of robotic coronary artery bypass versus nonrobotic coronary artery bypass.

Journal of cardiac surgery Jun 6, 2021
BACKGROUND: Robotic coronary artery bypass graft (CABG) has developed in recent decades, however, prior studies showed conflicting result of robotic CABG compared to nonrobotic CABG in terms of mortality, morbidity, and cost. Herein, we sought to ana...
Humans Retrospective Studies Robotics Robotic Surgical Procedures Coronary Artery Disease Coronary Artery Bypass Adult Length of Stay United States Treatment Outcome
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Machine learning-based mortality prediction model for heat-related illness.

Scientific reports May 4, 2021
In this study, we aimed to develop and validate a machine learning-based mortality prediction model for hospitalized heat-related illness patients. After 2393 hospitalized patients were extracted from a multicentered heat-related illness registry in ...
APACHE Hot Temperature Length of Stay Hospital Mortality ROC Curve Logistic Models Support Vector Machine Area Under Curve Registries Japan Female Aged Male Middle Aged Machine Learning Prognosis Intensive Care Units Humans
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Recent progress of robotic head and neck surgery using a flexible single port robotic system.

Journal of robotic surgery May 3, 2021
We performed robotic neck surgery through a transoral or retroauricular approach (RA) using the DaVinci SP and analyzed our experiences to evaluate the feasibility and safety of this system for performing RA neck surgeries. A total of 63 patients wer...
Female Endoscopy Male Length of Stay Humans Operative Time Robotics Robotic Surgical Procedures
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Diagnostic and prognostic capabilities of a biomarker and EMR-based machine learning algorithm for sepsis.

Clinical and translational science May 2, 2021
Sepsis is a major cause of mortality among hospitalized patients worldwide. Shorter time to administration of broad-spectrum antibiotics is associated with improved outcomes, but early recognition of sepsis remains a major challenge. In a two-center ...
Machine Learning Prospective Studies Biomarkers Prognosis Humans Hospital Mortality ROC Curve Area Under Curve Emergency Service, Hospital Patient Readmission Early Diagnosis Male Middle Aged Length of Stay Sepsis Electronic Health Records Female Aged
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Intraoperative and postoperative outcomes of robot-assisted cholecystectomy: a systematic review.

Systematic reviews Apr 23, 2021
BACKGROUND: Rapid adoption of robotic-assisted general surgery procedures, particularly for cholecystectomy, continues while questions remain about its benefits and utility. The objective of this study was to compare the clinical effectiveness of rob...
Humans Length of Stay Robotics Laparoscopy Cholecystectomy, Laparoscopic Gallbladder Diseases Cholecystectomy
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Deep learning algorithms with mixed data for prediction of Length of Stay.

Internal and emergency medicine Apr 13, 2021
Humans Algorithms Deep Learning Length of Stay
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Experience with 10 years of a robotic surgery program at an Academic Medical Center.

Surgical endoscopy Apr 12, 2021
BACKGROUND: Few studies have examined robotic surgery from a programmatic standpoint, yet this is how hospitals evaluate return on investment clinically and fiscally. This study examines the 10-year experience of a robotic program at a single academi...
Humans Retrospective Studies Length of Stay Robotics Laparoscopy Robotic Surgical Procedures Academic Medical Centers
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Predictors of 30-Day Mortality Among Dutch Patients Undergoing Colorectal Cancer Surgery, 2011-2016.

JAMA network open Apr 1, 2021
IMPORTANCE: Quality improvement programs for colorectal cancer surgery have been introduced with benchmarking based on quality indicators, such as mortality. Detailed (pre)operative characteristics may offer relevant information for proper case-mix c...
Netherlands Machine Learning Patient Readmission Intensive Care Units Colectomy Female Multivariate Analysis Risk Factors Colorectal Neoplasms Support Vector Machine Mortality Male Length of Stay Area Under Curve Humans Middle Aged Logistic Models Aged Laparoscopy Comorbidity Hypertension Aged, 80 and over Myocardial Infarction Pulmonary Disease, Chronic Obstructive Asthma
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Prediction of risk of acquiring urinary tract infection during hospital stay based on machine-learning: A retrospective cohort study.

PloS one Mar 31, 2021
BACKGROUND: Healthcare associated infections (HAI) are a major burden for the healthcare system and associated with prolonged hospital stay, increased morbidity, mortality and costs. Healthcare associated urinary tract infections (HA-UTI) accounts fo...
Cross Infection Patient Admission Young Adult Adult Electronic Health Records Humans Length of Stay Male Female ROC Curve Machine Learning Middle Aged Risk Factors Denmark Retrospective Studies Aged Urinary Tract Infections
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