AIMC Topic: Hemostasis

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Machine-Learning Applications in Thrombosis and Hemostasis.

Hamostaseologie Nov 5, 2024
The use of machine-learning (ML) algorithms in medicine has sparked a heated discussion. It is considered one of the most disruptive general-purpose technologies in decades. It has already permeated many areas of our daily lives and produced applicat...
Thrombosis Hemostasis Machine Learning Algorithms Humans
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Can machine learning provide preoperative predictions of biological hemostasis after extracorporeal circulation for cardiac surgery?

The Journal of thoracic and cardiovascular surgery Nov 4, 2023
OBJECTIVES: The goal of this study was to improve decision making regarding the transfusion of patients at the end of extracorporeal circulation for cardiac surgery through machine learning predictions of the evolution of platelets counts, prothrombi...
Biomarkers Clinical Decision-Making Female Aged Humans Machine Learning Prospective Studies Blood Transfusion Hemostasis Predictive Value of Tests Cardiac Surgical Procedures Male Extracorporeal Circulation Middle Aged Fibrinogen Treatment Outcome Platelet Count
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Functional recovery in multiple sclerosis patients undergoing rehabilitation programs is associated with plasma levels of hemostasis inhibitors.

Multiple sclerosis and related disorders Jun 20, 2020
BACKGROUND: Increasing evidence for contribution of hemostasis components in multiple sclerosis (MS) has been reported. Hemostasis protein inhibitors display key regulatory roles, extending to regulation of innate immune response and inflammation, an...
Walking Gait Humans Robotics Exercise Therapy Multiple Sclerosis Hemostasis
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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.
Bone Cements Palmitates Electrocoagulation Postoperative Hemorrhage Aged Hemoglobins Middle Aged Aged, 80 and over Treatment Outcome Humans Arthroplasty, Replacement, Knee Male Body Mass Index Prospective Studies Hemostasis Female Tourniquets Blood Loss, Surgical Waxes Blood Transfusion Anticoagulants
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Aryl Organophosphate Esters and Hemostatic Disruption: Identifying Risk through Machine Learning and Experimental Validation.

Environmental science & technology Jun 3, 2025
Organophosphate esters (OPEs) have emerged as a significant environmental concern due to their widespread occurrence and potential human health risks. The presence of OPEs in human blood suggests direct interactions with hematological components, whi...
Machine Learning Esters Organophosphates Hemostasis Humans
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[Application progress and future prospects of interventional robotics in vascular injury hemostasis].

Zhonghua wai ke za zhi [Chinese journal of surgery] Dec 1, 2024
The field of traumatic hemostasis is currently confronted with numerous challenges, particularly in addressing the treatment of non-compressible torso hemorrhage(NCTH), where conventional hemostatic methods have limited efficacy. Endovascular interve...
Robotics Robotic Surgical Procedures Hemorrhage Humans Hemostasis Vascular System Injuries
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Advancing care for acute gastrointestinal bleeding using artificial intelligence.

Journal of gastroenterology and hepatology Feb 1, 2021
The future of gastrointestinal bleeding will include the integration of machine learning algorithms to enhance clinician risk assessment and decision making. Machine learning algorithms have shown promise in outperforming existing clinical risk score...
Risk Outpatients Hemostasis Acute Disease Endoscopy, Gastrointestinal Gastrointestinal Hemorrhage Machine Learning Delivery of Health Care Electronic Health Records Risk Assessment Decision Making Triage Humans Neural Networks, Computer
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Dynamic impact of transfusion ratios on outcomes in severely injured patients: Targeted machine learning analysis of the Pragmatic, Randomized Optimal Platelet and Plasma Ratios randomized clinical trial.

The journal of trauma and acute care surgery Sep 1, 2020
BACKGROUND: Massive transfusion protocols to treat postinjury hemorrhage are based on predefined blood product transfusion ratios followed by goal-directed transfusion based on patient's clinical evolution. However, it remains unclear how these trans...
Intention to Treat Analysis Hemostasis North America Trauma Centers Male Hemorrhage Erythrocytes Blood Component Transfusion Wounds and Injuries Blood Platelets Plasma Humans Machine Learning Female
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Surgical energy device using steam jet for robotic assisted surgery.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jan 1, 2015
In robotic assisted surgery, the carbonization and the adherence of coagulated tissues caused by surgical energy devices are problems. We propose a surgical energy device using a steam jet to solve the problems. The device applies a steam jet and per...
Sus scrofa Hemostasis Touch Laparoscopy Steam Spleen Robotics Blood Coagulation Tissue Adhesions Feedback Animals Chickens Liver
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