AIMC Topic: Length of Stay

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Regional medical inter-institutional cooperation in medical provider network constructed using patient claims data from Japan.

PloS one Aug 24, 2022
The aging world population requires a sustainable and high-quality healthcare system. To examine the efficiency of medical cooperation, medical provider and physician networks were constructed using patient claims data. Previous studies have shown th...
Japan Delivery of Health Care Humans Aging Machine Learning Length of Stay
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Impact of Hospital Volume on Utilization of Minimally Invasive Surgery for Gastric Cancer.

The American surgeon Aug 23, 2022
BACKGROUND: Minimally invasive surgery (MIS) for gastric cancer is increasingly performed. The purpose of this study is to evaluate trends in utilization of laparoscopic and robotic techniques compared to open surgery as well as utilization based on ...
Laparoscopy Robotic Surgical Procedures Gastrectomy Robotics Minimally Invasive Surgical Procedures Humans Retrospective Studies Stomach Neoplasms Length of Stay Treatment Outcome
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An assessment of perioperative outcomes for open, laparoscopic, and robot-assisted pancreaticoduodenectomy in New York State.

Journal of surgical oncology Aug 20, 2022
BACKGROUND: Minimally invasive techniques for pancreaticoduodenectomy (PD) are increasing in practice, however, data remains limited regarding perioperative outcomes. Our study sought to compare patients undergoing open pancreaticoduodenectomy (OPD) ...
Retrospective Studies Laparoscopy Aged New York Male Humans Pancreaticoduodenectomy Postoperative Complications Pancreatic Neoplasms Length of Stay Robotics
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Novel Gerota-edge-sling technique facilitates retroperitoneal robot-assisted partial nephrectomy: a comparative study.

BMC urology Aug 20, 2022
BACKGROUND: Retroperitoneal robotic partial nephrectomy is markedly restricted by limited space and visual field. We introduced a novel Gerota-edge-sling (GES) technique with self-designed traction devices to overcome these defects by attaching Gerot...
Treatment Outcome Operative Time Robotics Humans Retrospective Studies Length of Stay Retroperitoneal Space Nephrectomy Robotic Surgical Procedures Kidney Neoplasms
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A preliminary prediction model using a deep learning software program for prolonged hospitalization after cardiovascular surgery.

Surgery today Aug 5, 2022
A prolonged length of hospital stay (LOS) has become an important issue among patients undergoing cardiovascular surgery in our aging society. However, there are no established prediction models for a prolonged LOS. We therefore created a prediction ...
Aging Deep Learning Humans Length of Stay Software Risk Factors
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Prediction algorithm for ICU mortality and length of stay using machine learning.

Scientific reports Jul 28, 2022
Machine learning can predict outcomes and determine variables contributing to precise prediction, and can thus classify patients with different risk factors of outcomes. This study aimed to investigate the predictive accuracy for mortality and length...
Length of Stay Area Under Curve Mortality Retrospective Studies Intensive Care Units Humans Machine Learning Algorithms
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Machine learning and artificial intelligence in cardiac transplantation: A systematic review.

Artificial organs Jun 20, 2022
BACKGROUND: This review aims to systematically evaluate the currently available evidence investigating the use of artificial intelligence (AI) and machine learning (ML) in the field of cardiac transplantation. Furthermore, based on the challenges ide...
Databases, Factual Length of Stay Heart Transplantation Humans Artificial Intelligence Machine Learning
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Pragmatic Prediction of Excessive Length of Stay After Cervical Spine Surgery With Machine Learning and Validation on a National Scale.

Neurosurgery Jun 17, 2022
BACKGROUND: Extended postoperative hospital stays are associated with numerous clinical risks and increased economic cost. Accurate preoperative prediction of extended length of stay (LOS) can facilitate targeted interventions to mitigate clinical ha...
Humans Machine Learning Retrospective Studies Length of Stay Cervical Vertebrae Spinal Fusion
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Robot assisted laparoscopic adrenalectomy: Should this be the new standard?

Urologia May 28, 2022
INTRODUCTION: Minimal invasive surgeries (MIS) for large size adrenal tumors are still debatable. The objective is to evaluate the contemporary peri- and post-operative outcomes of patients undergoing (open = OA, laparoscopic = LA, and robotic = RA) ...
Laparoscopy Adrenalectomy Intraoperative Complications Adrenal Gland Neoplasms Robotics Humans Retrospective Studies Length of Stay Treatment Outcome
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Robotic colon surgery in obese patients: a systematic review and meta-analysis.

ANZ journal of surgery May 3, 2022
BACKGROUND: Colon cancer resection can be technically difficult in the obese (OB) population. Robotic surgery is a promising technique but its benefits remain uncertain in OB patients. The aim of this study is to compare OB versus non-obese (NOB) pat...
Anastomotic Leak Laparoscopy Obesity Robotic Surgical Procedures Colon Humans Robotics Surgical Wound Infection Length of Stay Prospective Studies Treatment Outcome Postoperative Complications
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