AIMC Topic: Length of Stay

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[Robot-assisted Thoracic Surgery: Learning Curve and Cost Analysis in a German High-Volume Centre].

Zentralblatt fur Chirurgie Sep 15, 2022
Robot-assisted thoracic surgery (RATS) is a rapidly evolving surgical technique in Europe. The aim of the study was to analyse the learning curve and safety during the establishment of a RATS-program at a high-volume thoracic surgery centre and to qu...
Humans Retrospective Studies Length of Stay Costs and Cost Analysis Thoracic Surgery Learning Curve Robotics Robotic Surgical Procedures
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Less postoperative pain and shorter length of stay after robot-assisted retrorectus hernia repair (rRetrorectus) compared with laparoscopic intraperitoneal onlay mesh repair (IPOM) for small or medium-sized ventral hernias.

Surgical endoscopy Sep 15, 2022
BACKGROUND: The optimal repair of ventral hernia remains unknown. We aimed to evaluate the results after robotic-assisted laparoscopic transabdominal repair with retrorectus mesh placement (rRetrorectus) compared with laparoscopic intraperitoneal onl...
Hernia, Ventral Incisional Hernia Robotics Laparoscopy Surgical Mesh Herniorrhaphy Pain, Postoperative Humans Retrospective Studies Length of Stay
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Length of Stay Prediction Model of Indoor Patients Based on Light Gradient Boosting Machine.

Computational intelligence and neuroscience Aug 30, 2022
The influx of hospital patients has become common in recent years. Hospital management departments need to redeploy healthcare resources to meet the massive medical needs of patients. In this process, the hospital length of stay (LOS) of different pa...
Algorithms Humans Length of Stay Machine Learning
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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 Humans Machine Learning Delivery of Health Care Aging 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 ...
Humans Retrospective Studies Length of Stay Treatment Outcome Stomach Neoplasms Robotics Laparoscopy Minimally Invasive Surgical Procedures Robotic Surgical Procedures Gastrectomy
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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) ...
Robotics Laparoscopy New York Length of Stay Pancreatic Neoplasms Pancreaticoduodenectomy Humans Retrospective Studies Male Postoperative Complications Aged
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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...
Kidney Neoplasms Retroperitoneal Space Nephrectomy Robotics Robotic Surgical Procedures Humans Retrospective Studies Treatment Outcome Operative Time Length of Stay
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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 ...
Software Risk Factors Aging Humans Deep Learning Length of Stay
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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 Humans Area Under Curve Machine Learning Mortality Algorithms Retrospective Studies Intensive Care Units
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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...
Artificial Intelligence Machine Learning Databases, Factual Humans Length of Stay Heart Transplantation
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