AIMC Topic: Postoperative Hemorrhage

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Comparison of Machine Learning Methods With National Cardiovascular Data Registry Models for Prediction of Risk of Bleeding After Percutaneous Coronary Intervention.

JAMA network open Jul 3, 2019
IMPORTANCE: Better prediction of major bleeding after percutaneous coronary intervention (PCI) may improve clinical decisions aimed to reduce bleeding risk. Machine learning techniques, bolstered by better selection of variables, hold promise for enh...
Models, Statistical Postoperative Hemorrhage Registries Percutaneous Coronary Intervention Coronary Artery Disease Risk Adjustment Female Humans Machine Learning Aged Male Comparative Effectiveness Research Risk Assessment Clinical Decision Rules United States
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Machine learning for real-time prediction of complications in critical care: a retrospective study.

The Lancet. Respiratory medicine Sep 28, 2018
BACKGROUND: The large amount of clinical signals in intensive care units can easily overwhelm health-care personnel and can lead to treatment delays, suboptimal care, or clinical errors. The aim of this study was to apply deep machine learning method...
Humans Retrospective Studies Intensive Care Units Deep Learning ROC Curve Predictive Value of Tests Postoperative Hemorrhage Cardiac Surgical Procedures Female Aged Male Middle Aged Outcome Assessment, Health Care Renal Insufficiency
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Postoperative bleeding risk prediction for patients undergoing colorectal surgery.

Surgery Jul 20, 2018
BACKGROUND: There is limited consensus regarding risk factors for postoperative bleeding. The objective of this work was to investigate the capability of machine learning techniques in combination with practice-based longitudinal electronic medical r...
Postoperative Hemorrhage Colorectal Surgery Adult Male Middle Aged Risk Assessment Humans Machine Learning Retrospective Studies Electronic Health Records Female Aged
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Validation of a definition of excessive postoperative bleeding in infants undergoing cardiac surgery with cardiopulmonary bypass.

The Journal of thoracic and cardiovascular surgery Dec 13, 2017
OBJECTIVE: To derive and validate an objective definition of postoperative bleeding in neonates and infants undergoing cardiac surgery with cardiopulmonary bypass.
Drainage Postoperative Hemorrhage Chest Tubes Cardiac Surgical Procedures Prospective Studies Cardiopulmonary Bypass Time Factors Patient Readmission Retrospective Studies Hospital Mortality Terminology as Topic Female Treatment Outcome Reoperation Infant, Newborn Age Factors Erythrocyte Transfusion Risk Factors Humans Male Risk Assessment Infant Length of Stay
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Bone Wax Is Effective in Reducing Blood Loss After Total Knee Arthroplasty.

The Journal of arthroplasty Dec 24, 2016
BACKGROUND: Total knee arthroplasty (TKA) is associated with major blood loss and blood transfusion is often required. This study aimed to evaluate the efficacy of bone wax in reducing blood loss and transfusion rates after TKA.
Arthroplasty, Replacement, Knee Bone Cements Palmitates Electrocoagulation Hemostasis Tourniquets Waxes Blood Loss, Surgical Blood Transfusion Anticoagulants Postoperative Hemorrhage Hemoglobins Male Middle Aged Treatment Outcome Body Mass Index Humans Prospective Studies Female Aged Aged, 80 and over
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Comparison of bleeding risks related to venous thromboembolism prophylaxis in laparoscopic vs open colorectal cancer surgery: a multicenter study in Japanese patients.

American journal of surgery Dec 13, 2015
BACKGROUND: Venous thromboembolism is the most common preventable cause of hospital death. The objective of this study was to clarify risk factors for postoperative bleeding related to thromboprophylaxis after laparoscopic colorectal cancer surgery.
Humans Retrospective Studies Laparoscopy Postoperative Hemorrhage Polysaccharides Adult Japan Colorectal Neoplasms Venous Thromboembolism Female Male Fondaparinux Risk Factors Middle Aged Aged Anticoagulants Aged, 80 and over
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The use of hemostatic agents does not prevent hemorrhagic complications of robotic partial nephrectomy.

World journal of urology Mar 29, 2015
PURPOSE: To assess the impact of HA on robotic PN (RPN) outcomes.
Nephrectomy Unnecessary Procedures Hemostatics Robotics Laparoscopy Postoperative Hemorrhage France Kidney Neoplasms Male Middle Aged Follow-Up Studies Blood Loss, Surgical Humans Prognosis Retrospective Studies Female
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Comparison of Surgical Outcome of Bipolar Scissors with Conventional Cold Dissection Tonsillectomy.

Kathmandu University medical journal (KUMJ) Jan 1, 2023
Background The tonsillectomy is the most common Ear, Nose, and Throat (ENT) surgical procedure. Different methods have been used to improve the outcome of the surgery. One such method is tonsillectomy performed with bipolar scissors. In our scenario,...
Blood Loss, Surgical Humans Pain, Postoperative Prospective Studies Tonsillectomy Adult Postoperative Hemorrhage Treatment Outcome
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Utility of a deep learning model and a clinical model for predicting bleeding after endoscopic submucosal dissection in patients with early gastric cancer.

World journal of gastroenterology Jun 28, 2022
BACKGROUND: Bleeding is one of the major complications after endoscopic submucosal dissection (ESD) in early gastric cancer (EGC) patients. There are limited studies on estimating the bleeding risk after ESD using an artificial intelligence system.
Stomach Neoplasms Deep Learning Postoperative Hemorrhage Gastric Mucosa Endoscopic Mucosal Resection Humans Artificial Intelligence Retrospective Studies
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Human endurance and AI: Audentes Fortna Iuvat - fortune favours the bold.

Perfusion Nov 1, 2019
Myocardial Infarction Cardiopulmonary Bypass Running Fibrinogen Physical Endurance Artificial Intelligence Interleukins Postoperative Hemorrhage Extracorporeal Membrane Oxygenation Humans Lactic Acid Achievement
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