AIMC Topic: 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...
Machine Learning Forecasting Humans Postoperative Complications Predictive Value of Tests Length of Stay Risk Factors Male Coronary Artery Disease Blood Loss, Surgical Aged Middle Aged Creatinine Databases, Factual Blood Transfusion Risk Assessment Linear Models Female Preoperative Period Coronary Artery Bypass Intraoperative Care
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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.
Ulcer Laparoscopy Humans Robotic Surgical Procedures Gastric Bypass Length of Stay Obesity, Morbid Treatment Outcome Robotics Retrospective Studies Postoperative Complications
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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...
Time Factors ROC Curve Primary Health Care Logistic Models Area Under Curve Statistics as Topic Humans Deep Learning Length of Stay
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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...
Robotics Laparoscopy Robotic Surgical Procedures Pancreatectomy Length of Stay Treatment Outcome Operative Time Pancreatic Neoplasms Spleen Humans Retrospective Studies
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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).
Female Risk Factors Aged Male Middle Aged Humans Machine Learning Retrospective Studies Physical Functional Performance Patient Reported Outcome Measures Postoperative Period Preoperative Period Length of Stay Disability Evaluation Cohort Studies Pain, Postoperative Recovery of Function Spinal Fusion Predictive Value of Tests Lumbar Vertebrae
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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...
Robotic Surgical Procedures Hepatectomy Treatment Outcome Diabetes Mellitus Operative Time Robotics Middle Aged Humans Postoperative Complications Retrospective Studies Length of Stay
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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).
Humans Retrospective Studies Robotic Surgical Procedures Esophagectomy Thoracic Surgery, Video-Assisted Postoperative Complications Esophageal Neoplasms Length of Stay Chyle Treatment Outcome Robotics
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Propensity matched analysis of short term oncological and perioperative outcomes following robotic and thoracolaparoscopic esophagectomy for carcinoma esophagus- the first Indian experience.

Journal of robotic surgery Feb 20, 2021
Thoracolaparoscopic esophagectomy (TLE) for carcinoma esophagus has better short-term outcomes compared to open esophagectomy. The precise role of robot-assisted laparoscopic esophagectomy (RALE) is still evolving. Single center retrospective analysi...
Length of Stay Esophagus Humans Treatment Outcome Laparoscopy Retrospective Studies Robotic Surgical Procedures Lymph Node Excision Carcinoma, Squamous Cell Esophagectomy Robotics Postoperative Complications
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A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil.

Scientific reports Feb 8, 2021
The new coronavirus disease (COVID-19) is a challenge for clinical decision-making and the effective allocation of healthcare resources. An accurate prognostic assessment is necessary to improve survival of patients, especially in developing countrie...
Aged Aged, 80 and over Humans Adult Cohort Studies Male Machine Learning Computational Biology Middle Aged Prognosis Reverse Transcriptase Polymerase Chain Reaction COVID-19 C-Reactive Protein Brazil Intensive Care Units Algorithms Lymphocyte Count Respiration, Artificial Female Length of Stay SARS-CoV-2
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Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks.

Medical & biological engineering & computing Feb 5, 2021
Chronic obstructive pulmonary disease (COPD) is a global burden, which is estimated to be the third leading cause of death worldwide by 2030. The economic burden of COPD grows continuously because it is not a curable disease. These conditions make CO...
Length of Stay Cognition Fuzzy Logic Humans Neural Networks, Computer Artificial Intelligence Algorithms
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