AIMC Topic: Blood Transfusion

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Impact of robot-assisted laparoscopic prostatectomy on the management of general anesthesia: efficacy of blood withdrawal during a steep Trendelenburg position.

Journal of anesthesia Feb 22, 2015
INTRODUCTION: Robot-assisted laparoscopic prostatectomy (RALP) is being increasingly used. However, a steep Trendelenburg position and pneumoperitoneum during RALP has an impact on the respiratory, cardiovascular and cerebrovascular systems. To preve...
Male Middle Aged Length of Stay Blood Transfusion Robotics Humans Retrospective Studies Aged Postoperative Period Anesthesia, General Head-Down Tilt Laparoscopy Prostatectomy
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Spotlights on novel strategic innovations on the artificial intelligence and deep learning driven quality control focuses in transfusion medicine, to optimize blood component safety and efficacy and minimize the potential pitfalls.

Transfusion and apheresis science : official journal of the World Apheresis Association : official journal of the European Society for Haemapheresis Jun 1, 2025
Artificial intelligence (AI) combined with human intelligent, and machine learning (ML) are transforming quality control (QC) in transfusion medicine, enhancing efficiency, accuracy, and transfusion clinical safety. Traditional QC methods require ext...
Blood Transfusion Quality Control Blood Component Transfusion Blood Safety Humans Artificial Intelligence Transfusion Medicine Deep Learning
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A Federated Learning Model for the Prediction of Blood Transfusion in Intensive Care Units.

Studies in health technology and informatics May 15, 2025
Accurate prediction of blood transfusion requirements is crucial for patient outcomes and resource management in clinical settings. We developed a machine learning model using XGBoost to predict the need for a blood transfusion 2 hours in advance bas...
Intensive Care Units Blood Transfusion Federated Learning Humans Machine Learning
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Efficacy of Intraoperative Cell Salvage on Perioperative Blood Transfusion in Pelvic and Acetabular Surgery: A Matched Cohort Analysis.

The Iowa orthopaedic journal Jan 1, 2024
BACKGROUND: Pelvic fractures often result in traumatic and intraoperative blood loss. Cell salvage (CS) is a tool where autologous blood lost during surgery is collected and recycled with anticoagulation, centrifugation to separate red blood cells, a...
Blood Loss, Surgical Male Fractures, Bone Humans Acetabulum Blood Transfusion, Autologous Middle Aged Female Retrospective Studies Blood Transfusion Operative Blood Salvage Pelvic Bones Aged Fracture Fixation, Internal Adult
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Is the learning curve of the urology resident for conventional radical prostatectomy similar to that of staff initiating robot-assisted radical prostatectomy?

International braz j urol : official journal of the Brazilian Society of Urology Jan 1, 2024
INTRODUCTION: The superiority of the functional results of robot-assisted radical prostatectomyis still controversial. Despite this, it is known that minimally invasive surgery obtains better results when analyzing blood loss, blood transfusion and l...
Erectile Dysfunction Blood Transfusion Learning Curve Margins of Excision Robotics Retrospective Studies Urology Urinary Incontinence Male Humans Prostatectomy Prostatic Neoplasms Treatment Outcome Robotic Surgical Procedures Prostate
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Retroperitoneal approach for robot-assisted partial nephrectomy: still underused despite the supporting evidence.

Minerva urology and nephrology Oct 1, 2023
Robotics Laparoscopy Robotic Surgical Procedures Blood Transfusion Nephrectomy
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Comment on: "Techniques and outcomes of robot-assisted partial nephrectomy for the treatment of multiple ipsilateral renal masses".

Minerva urology and nephrology Jun 1, 2023
Kidney Blood Transfusion Robotics Laparoscopy Nephrectomy
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Moving from "Surgeries" to Patients: Progress and Pitfalls While Using Machine Learning to Personalize Transfusion Prediction.

Anesthesiology Jul 1, 2022
Blood Transfusion Humans Machine Learning
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Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders.

Anesthesiology Jul 1, 2022
BACKGROUND: Accurate estimation of surgical transfusion risk is essential for efficient allocation of blood bank resources and for other aspects of anesthetic planning. This study hypothesized that a machine learning model incorporating both surgery-...
Blood Transfusion Predictive Value of Tests Humans Machine Learning Retrospective Studies Risk Factors
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Analysis of surgical and histopathological results of robot-assisted partial nephrectomy with use of three or four robotic arms: an early series results.

International braz j urol : official journal of the Brazilian Society of Urology Jan 1, 2022
OBJECTIVES: The aim of this study was to evaluate whether criteria exist to guide election between the use the three- or four-arm technique in robotic partial nephrectomy (RPN) instead of just the surgeon's preference.
Nephrectomy Robotic Surgical Procedures Kidney Neoplasms Humans Retrospective Studies Postoperative Complications Treatment Outcome Blood Transfusion Robotics
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