AIMC Topic: Length of Stay

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Stratification of Length of Stay Prediction following Surgical Cytoreduction in Advanced High-Grade Serous Ovarian Cancer Patients Using Artificial Intelligence; the Leeds L-AI-OS Score.

Current oncology (Toronto, Ont.) Nov 23, 2022
(1) Background: Length of stay (LOS) has been suggested as a marker of the effectiveness of short-term care. Artificial Intelligence (AI) technologies could help monitor hospital stays. We developed an AI-based novel predictive LOS score for advanced...
Humans Length of Stay Ovarian Neoplasms Carcinoma, Ovarian Epithelial Artificial Intelligence Female Cytoreduction Surgical Procedures
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A Pilot Machine Learning Study Using Trauma Admission Data to Identify Risk for High Length of Stay.

Surgical innovation Nov 17, 2022
INTRODUCTION: Trauma patients have diverse resource needs due to variable mechanisms and injury patterns. The aim of this study was to build a tool that uses only data available at time of admission to predict prolonged hospital length of stay (LOS).
Adult Male Length of Stay Machine Learning Middle Aged Retrospective Studies Humans Female
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Effect of Postoperative Pain Management after Robot-Assisted Radical Prostatectomy: A Study on Reducing Hospital Length of Stay and Medical Costs Using Japanese Nationwide Database.

The Tohoku journal of experimental medicine Nov 3, 2022
Prostate cancer has a high incidence rate. Many articles reported its usefulness with the advent of robotic surgery in 2001. However, epidural analgesia is declining due to the spread of minimally invasive treatment. There have been no studies using ...
Hospitals Length of Stay East Asian People Retrospective Studies Male Humans Robotic Surgical Procedures Robotics Activities of Daily Living Pain, Postoperative Prostatectomy
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Feasibility of transthoracic esophagectomy with a next-generation surgical robot.

Scientific reports Oct 26, 2022
Robot-assisted minimal access surgery (MAS), compared with conventional MAS, has shown a number of benefits across several therapeutic indications but its use for transthoracic esophagectomy (TTE) requires further evaluation. Here, we report the firs...
Treatment Outcome Robotics Esophagectomy Esophageal Neoplasms Feasibility Studies Humans Retrospective Studies Length of Stay
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Early prediction of patient discharge disposition in acute neurological care using machine learning.

BMC health services research Oct 25, 2022
BACKGROUND: Acute neurological complications are some of the leading causes of death and disability in the U.S. The medical professionals that treat patients in this setting are tasked with deciding where (e.g., home or facility), how, and when to di...
Length of Stay Patient Discharge Reproducibility of Results Hospitalization Adult Humans Machine Learning
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Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients.

Journal of biomedical informatics Oct 5, 2022
Robust and rabid mortality prediction is crucial in intensive care units because it is considered one of the critical steps for treating patients with serious conditions. Combining mortality prediction with the length of stay (LoS) prediction adds an...
Length of Stay Intensive Care Units, Neonatal Intensive Care Units Infant, Newborn Machine Learning Algorithms Humans
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Robot-Assisted Versus Laparoscopic Approach for Splenectomy in Children: Systematic Review and Meta-Analysis.

Journal of laparoendoscopic & advanced surgical techniques. Part A Sep 20, 2022
To compare the outcomes of pediatric splenectomies for hematologic diseases performed by robot-assisted laparoscopic surgery (RALS) and laparoscopic approach. Web of Science, Scopus, and PubMed databases were systematically searched for publication...
Laparoscopy Humans Treatment Outcome Splenectomy Postoperative Complications Robotics Length of Stay Retrospective Studies Child
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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...
Retrospective Studies Length of Stay Robotic Surgical Procedures Costs and Cost Analysis Robotics Humans Thoracic Surgery Learning Curve
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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 Humans Incisional Hernia Robotics Surgical Mesh Retrospective Studies Laparoscopy Herniorrhaphy Length of Stay Pain, Postoperative
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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 Machine Learning Length of Stay
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