AIMC Topic: 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...
Length of Stay Robotics Laparoscopy Robotic Surgical Procedures Academic Medical Centers Humans Retrospective Studies
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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...
Laparoscopy Myocardial Infarction Netherlands Patient Readmission Colectomy Logistic Models Hypertension Support Vector Machine Area Under Curve Aged Aged, 80 and over Pulmonary Disease, Chronic Obstructive Asthma Colorectal Neoplasms Male Middle Aged Humans Comorbidity Machine Learning Length of Stay Intensive Care Units Multivariate Analysis Female Mortality Risk Factors
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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...
ROC Curve Humans Female Machine Learning Adult Denmark Risk Factors Retrospective Studies Urinary Tract Infections Aged Male Electronic Health Records Cross Infection Young Adult Middle Aged Patient Admission Length of Stay
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Predicting Length of Stay of Coronary Artery Bypass Grafting Patients Using Machine Learning.

The Journal of surgical research Mar 27, 2021
BACKGROUND: There is a growing need to identify which bits of information are most valuable for healthcare providers. The aim of this study was to search for the highest impact variables in predicting postsurgery length of stay (LOS) for patients who...
Preoperative Period Coronary Artery Bypass Intraoperative Care Female Humans Risk Assessment Blood Transfusion Risk Factors Machine Learning Postoperative Complications Predictive Value of Tests Aged Forecasting Length of Stay Coronary Artery Disease Male Databases, Factual Blood Loss, Surgical Creatinine Middle Aged Linear Models
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Emergent robotic versus laparoscopic surgery for perforated gastrojejunal ulcers: a retrospective cohort study of 44 patients.

Surgical endoscopy Mar 24, 2021
BACKGROUND: Perforated gastrojejunal ulcers are a known complication following Roux-en-Y gastric bypass (RYGB) surgery requiring emergent surgical repair. The robotic approach has not been evaluated for emergency general surgery.
Laparoscopy Robotic Surgical Procedures Retrospective Studies Ulcer Gastric Bypass Humans Postoperative Complications Obesity, Morbid Length of Stay Treatment Outcome Robotics
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Mixed-data deep learning in repeated predictions of general medicine length of stay: a derivation study.

Internal and emergency medicine Mar 16, 2021
The accurate prediction of likely discharges and estimates of length of stay (LOS) aid in effective hospital administration and help to prevent access block. Machine learning (ML) may be able to help with these tasks. For consecutive patients admitte...
Humans Deep Learning Length of Stay Time Factors Statistics as Topic ROC Curve Primary Health Care Logistic Models Area Under Curve
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A retrospective comparative study of robotic distal pancreatectomy with or without splenic vessel and spleen preservation.

The surgeon : journal of the Royal Colleges of Surgeons of Edinburgh and Ireland Mar 13, 2021
BACKGROUND: Robotic distal pancreatectomy has been accepted to be safe and effective for pancreatic tail lesion. Whether spleen preservation by preserving the splenic vessels with robot assistance is feasible and beneficial remains controversial. Her...
Operative Time Pancreatic Neoplasms Robotic Surgical Procedures Humans Robotics Pancreatectomy Laparoscopy Retrospective Studies Spleen Length of Stay Treatment Outcome
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Exploring Associations of Preoperative Physical Performance With Postoperative Outcomes After Lumbar Spinal Fusion: A Machine Learning Approach.

Archives of physical medicine and rehabilitation Mar 9, 2021
OBJECTIVE: To explore the association between preoperative physical performance with short- and long-term postoperative outcomes in patients undergoing lumbar spinal fusion (LSF).
Predictive Value of Tests Disability Evaluation Pain, Postoperative Spinal Fusion Lumbar Vertebrae Physical Functional Performance Patient Reported Outcome Measures Postoperative Period Preoperative Period Male Middle Aged Length of Stay Cohort Studies Recovery of Function Retrospective Studies Female Risk Factors Aged Humans Machine Learning
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The effect of diabetes on major robotic hepatectomy.

Journal of robotic surgery Mar 8, 2021
Studies regarding the influence of diabetes on perioperative outcomes after major hepatectomy are conflicting. The objective of this study is to analyze the effects of diabetes on patients undergoing robotic major hepatectomy. With Institutional Revi...
Length of Stay Treatment Outcome Diabetes Mellitus Operative Time Robotics Humans Retrospective Studies Middle Aged Postoperative Complications Robotic Surgical Procedures Hepatectomy
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Risk of chyle leak after robotic versus video-assisted thoracoscopic esophagectomy.

Surgical endoscopy Mar 3, 2021
BACKGROUND: We investigate the incidence and risk factors for post-operative outcomes including chyle leak following minimally invasive esophagectomy (MIE).
Postoperative Complications Length of Stay Treatment Outcome Robotics Robotic Surgical Procedures Humans Retrospective Studies Thoracic Surgery, Video-Assisted Esophagectomy Esophageal Neoplasms Chyle
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