AIMC Topic: Blood Loss, Surgical

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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...
Female Risk Factors Aged Male Middle Aged Risk Assessment Humans Machine Learning Forecasting Databases, Factual Coronary Artery Disease Creatinine Linear Models Preoperative Period Coronary Artery Bypass Intraoperative Care Postoperative Complications Length of Stay Blood Loss, Surgical Blood Transfusion Predictive Value of Tests
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Robotic Versus Laparoscopic Adrenalectomy: Pluriannual Experience in a High-Volume Center Evaluating Indications and Results.

Journal of laparoendoscopic & advanced surgical techniques. Part A Jan 15, 2021
Robotic adrenalectomy offers several clinical benefits if compared with laparoscopic adrenalectomy; however, its superiority is still under debate. The aim of this study was the investigation of differences between the two techniques, and a comparis...
Intraoperative Complications Middle Aged Length of Stay Adolescent Blood Loss, Surgical Humans Aged Adrenal Gland Neoplasms Operative Time Retrospective Studies Aged, 80 and over Robotics Female Young Adult Laparoscopy Adult Robotic Surgical Procedures Male Adrenalectomy Conversion to Open Surgery
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Comparison of operative time between robotic and laparoscopic myomectomy for removal of numerous myomas.

The international journal of medical robotics + computer assisted surgery : MRCAS Sep 8, 2020
BACKGROUND: We hypothesized that the total operative time of robot myomectomy (RM) is shorter than that of laparoscopic myomectomy (LM) in cases where numerous myomas are removed, due to the faster suturing time of the robotic system. To verify this,...
Operative Time Robotics Laparoscopy Robotic Surgical Procedures Uterine Neoplasms Leiomyoma Humans Female Treatment Outcome Blood Loss, Surgical Uterine Myomectomy Myoma
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5G ultra-remote robot-assisted laparoscopic surgery in China.

Surgical endoscopy Jul 22, 2020
BACKGROUND: 5G communication technology has been applied to several fields in telemedicine, but its effectiveness, safety, and stability in remote laparoscopic telesurgery have not been established. Here, we conducted four ultra-remote laparoscopic s...
Hepatectomy Cystectomy Nephrectomy Intraoperative Complications Wireless Technology Disease Models, Animal Robotics Laparoscopy Robotic Surgical Procedures Telemedicine Cholecystectomy Animals Swine China Treatment Outcome Blood Loss, Surgical
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Single-stage posterior total en bloc spondylectomy in the treatment of lumbar spinal metastases.

Clinical neurology and neurosurgery Dec 20, 2019
OBJECTIVE: To report the clinical and radiographic outcomes of single-stage posterior total en bloc spondylectomy (TES) of lumbar spinal metastases.
Spinal Neoplasms Spinal Nerve Roots Surgical Wound Infection Liver Neoplasms Kidney Neoplasms Humans Pain Measurement Biomechanical Phenomena Lung Neoplasms Low Back Pain Retrospective Studies Male Plastic Surgery Procedures Metastasectomy Blood Loss, Surgical Female Middle Aged Prostatic Neoplasms Psoas Muscles Aged Postoperative Complications Operative Time Neurosurgical Procedures Adult Cerebrospinal Fluid Leak Length of Stay Lumbar Vertebrae Rectal Neoplasms
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Machine learning based prediction of perioperative blood loss in orthognathic surgery.

Journal of cranio-maxillo-facial surgery : official publication of the European Association for Cranio-Maxillo-Facial Surgery Aug 30, 2019
The aim of this study was to evaluate, if and with what accuracy perioperative blood loss can be calculated by a machine learning algorithm prior to orthognathic surgery. The investigators implemented a random forest algorithm to predict perioperativ...
Treatment Outcome Blood Loss, Surgical Predictive Value of Tests Orthognathic Surgical Procedures Orthopedic Procedures Orthognathic Surgery Humans Machine Learning
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Predictors of blood transfusion use in robotic beating-heart totally endoscopic coronary artery bypass with anastomotic connectors.

Journal of cardiac surgery Jul 3, 2019
BACKGROUND: We sought to identify the independent predictors of blood transfusion requirement in robotic beating-heart patients with totally endoscopic coronary artery bypass (TECAB).
Robotics Coronary Artery Disease Coronary Artery Bypass Treatment Outcome Follow-Up Studies Blood Loss, Surgical Blood Transfusion Operative Time Humans Prognosis Retrospective Studies Female Aged Endoscopy Male Middle Aged
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Improving Outcomes Defending Patient Safety: The Learning Journey in Robotic Liver Resections.

BioMed research international Apr 8, 2019
BACKGROUND: While laparoscopy is currently adopted for hepatic resections, robotic approaches to the liver have not gained wide acceptance. We decided to analyze the learning curve in the field of robotic liver surgery comparing short-term outcomes b...
Humans Patient Safety Retrospective Studies Female Robotic Surgical Procedures Hepatectomy Learning Curve Male Liver Neoplasms Surgeons Blood Loss, Surgical Middle Aged Liver Postoperative Complications Operative Time Length of Stay Robotics Laparoscopy
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Minimally invasive surgery improves short-term outcomes of nerve-sparing radical hysterectomy in patients with cervical cancer: a propensity-matched analysis with open abdominal surgery.

Journal of gynecologic oncology Nov 27, 2018
OBJECTIVES: Nerve-sparing radical hysterectomy has been implemented in order to reduce pelvic floor dysfunctions in women undergoing radical surgery for cervical cancer. Here, we aimed to investigate if the adoption of laparoscopic surgery impacts on...
Humans Matched-Pair Analysis Retrospective Studies Abdomen Pelvic Floor Disorders Female Adult Blood Loss, Surgical Propensity Score Uterine Cervical Neoplasms Operative Time Urination Disorders Postoperative Complications Recovery of Function Length of Stay Laparoscopy Cohort Studies Hysterectomy
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Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering.

AMIA ... Annual Symposium proceedings. AMIA Symposium Apr 16, 2018
Statistical techniques such as propensity score matching and instrumental variable are commonly employed to "simulate" randomization and adjust for measured confounders in comparative effectiveness research. Despite such adjustments, the results of t...
Logistic Models Blood Loss, Surgical Cluster Analysis International Normalized Ratio Surgical Procedures, Operative Plasma Blood Component Transfusion Humans Machine Learning Precision Medicine Retrospective Studies Risk Factors Postoperative Complications
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