AIMC Topic: Amputation, Surgical

Clear Filters Showing 1 to 10 of 31 articles

Social and Structural Determinants of Lower Extremity Amputations in Diabetes.

Current diabetes reports Jul 2, 2025
PURPOSE OF REVIEW: Lower extremity amputations (LEAs) are among the most severe complications of diabetes, with approximately 1.5 million procedures performed globally each year. This review explores the impact of social and structural determinants o...
Lower Extremity Healthcare Disparities Diabetic Foot Social Determinants of Health Humans Amputation, Surgical Socioeconomic Factors Health Services Accessibility Diabetes Mellitus
View on PubMed DOI

An interpreting machine learning models to predict amputation risk in patients with diabetic foot ulcers: a multi-center study.

Frontiers in endocrinology Mar 25, 2025
BACKGROUND: Diabetic foot ulcers (DFUs) constitute a significant complication among individuals with diabetes and serve as a primary cause of nontraumatic lower-extremity amputation (LEA) within this population. We aimed to develop machine learning (...
Risk Assessment ROC Curve Diabetic Foot Amputation, Surgical Risk Factors Aged Male Middle Aged Prognosis Retrospective Studies Female Humans Machine Learning
View on PubMed DOI

Predicting Outcomes Following Lower Extremity Endovascular Revascularization Using Machine Learning.

Journal of the American Heart Association Apr 19, 2024
BACKGROUND: Lower extremity endovascular revascularization for peripheral artery disease carries nonnegligible perioperative risks; however, outcome prediction tools remain limited. Using machine learning, we developed automated algorithms that predi...
Machine Learning Databases, Factual Retrospective Studies Female Risk Factors Humans Stents Endovascular Procedures Amputation, Surgical Time Factors Limb Salvage Treatment Outcome Lower Extremity Peripheral Arterial Disease Aged Male Middle Aged Risk Assessment
View on PubMed DOI

Mangled extremity: limb salvage for reconstruction versus primary amputation.

Current opinion in critical care Oct 16, 2023
PURPOSE OF REVIEW: While MESS has historically influenced limb salvage versus amputation decisions, its universal applicability remains uncertain. With trauma systems expanding and advancements in trauma care, the need for a nuanced understanding of ...
Artificial Intelligence Retrospective Studies Quality of Life Injury Severity Score Humans Extremities Amputation, Surgical Limb Salvage
View on PubMed DOI

Robot-assisted gait training using an end-effector type robot in a patient with bilateral transtibial amputation and cerebellar ataxia.

PM & R : the journal of injury, function, and rehabilitation Jul 12, 2023
Exercise Therapy Amputation, Surgical Cerebellar Ataxia Humans Robotics Walking Gait
View on PubMed DOI

A Machine Learning Model for Prediction of Amputation in Diabetics.

Journal of diabetes science and technology Dec 8, 2022
BACKGROUND: Diabetic foot ulcer (DFU) and the resulting lower extremity amputation are associated with a poor survival prognosis. The objective of this study is to generate a model for predicting the probability of major amputation in hospitalized pa...
Decision Trees Predictive Value of Tests Diabetic Foot Amputation, Surgical Risk Factors Aged Male Middle Aged Algorithms Databases, Factual Prognosis Female Humans Machine Learning
View on PubMed DOI

Machine learning analysis of multispectral imaging and clinical risk factors to predict amputation wound healing.

Journal of vascular surgery Jul 24, 2021
OBJECTIVE: Prediction of amputation wound healing is challenging due to the multifactorial nature of critical limb ischemia and lack of objective assessment tools. Up to one-third of amputations require revision to a more proximal level within 1 year...
Humans Lower Extremity Risk Assessment Machine Learning Surgical Wound Pilot Projects Feasibility Studies Prospective Studies Risk Factors Treatment Outcome Chronic Limb-Threatening Ischemia Hyperspectral Imaging Prognosis Regional Blood Flow Aged Wound Healing Amputation, Surgical Female Male Middle Aged
View on PubMed DOI

Use of Natural Language Processing to Improve Identification of Patients With Peripheral Artery Disease.

Circulation. Cardiovascular interventions Oct 12, 2020
BACKGROUND: Peripheral artery disease (PAD) is underrecognized, undertreated, and understudied: each of these endeavors requires efficient and accurate identification of patients with PAD. Currently, PAD patient identification relies on diagnosis/pro...
Middle Aged Diagnosis, Computer-Assisted Peripheral Arterial Disease Predictive Value of Tests Reproducibility of Results Aged Aged, 80 and over Vascular Surgical Procedures Male Natural Language Processing Amputation, Surgical Humans Data Mining Electronic Health Records Ankle Brachial Index Female Endovascular Procedures
View on PubMed DOI

Cleaning Up the MESS: Can Machine Learning Be Used to Predict Lower Extremity Amputation after Trauma-Associated Arterial Injury?

Journal of the American College of Surgeons Oct 3, 2020
BACKGROUND: Thirty years after the Mangled Extremity Severity Score was developed, advances in vascular, trauma, and orthopaedic surgery have rendered the sensitivity of this score obsolete. A significant number of patients receive amputation during ...
Leg Injuries Arteries Amputation, Surgical Male Decision Support Systems, Clinical Logistic Models Leg Humans Female Machine Learning Reproducibility of Results Algorithms Adult Sensitivity and Specificity
View on PubMed DOI

What microsurgeon, orthopaedic and plastic surgeon should know about bionic hand.

Injury Oct 21, 2019
Hand loss is a catastrophic event that generates significant demands for orthopedics and prosthetics. In the course of history, prostheses evolved from passive esthetic replacements to sophisticated robotic hands. Yet, their actuation and particularl...
Amputation, Surgical Orthopedics Touch Bionics Electrodes, Implanted Robotics Humans Hand Software Artificial Limbs Surgeons Prosthesis Design Quality of Life
View on PubMed DOI
Popular Topics
Recent Journals