AIMC Topic: Muscle Weakness

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Predictive modeling of ICU-AW inflammatory factors based on machine learning.

BMC neurology Dec 19, 2024
BACKGROUND: ICU-acquired weakness (ICU-AW) is a common complication among ICU patients. We used machine learning techniques to construct an ICU-AW inflammatory factor prediction model to predict the risk of disease development and reduce the incidenc...
Humans Machine Learning Inflammation Aged Intensive Care Units Male Muscle Weakness Female Middle Aged
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Resist-as-Needed ADL Training With SPINDLE for Patients With Tremor.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society May 3, 2024
Individuals with neurological disorders often exhibit altered manual dexterity and muscle weakness in their upper limbs. These motor impairments with tremor lead to severe difficulties in performing Activities of Daily Living (ADL). There is a critic...
Resistance Training Activities of Daily Living Video Games Robotics Feasibility Studies Muscle Weakness Tremor Feedback, Sensory Adult Male Quality of Life Virtual Reality Middle Aged Humans Female
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Predicting anxiety in cancer survivors presenting to primary care - A machine learning approach accounting for physical comorbidity.

Cancer medicine Jun 2, 2021
BACKGROUND: The purpose of this study was to explore predictors for anxiety as the most common form of psychological distress in cancer survivors while accounting for physical comorbidity.
Muscle Weakness Cancer Pain Cancer Survivors Prostatic Neoplasms Aged Primary Health Care Colonic Neoplasms Breast Neoplasms Regression Analysis Humans Middle Aged Sleep Initiation and Maintenance Disorders Predictive Value of Tests Supervised Machine Learning Female Fatigue Male Comorbidity Anxiety Stress, Psychological
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Early efficacy observation of suspended lower-limb rehabilitation robot-assisted therapy in patients with intensive care unit-acquired weakness: a study protocol for a self-controlled randomised controlled trial.

BMJ open May 30, 2025
INTRODUCTION: Intensive care unit-acquired weakness (ICUAW) is a common and severe complication in critically ill patients, associated with high morbidity and poor prognosis. Despite increasing focus on ICUAW, definitive diagnostic and therapeutic st...
Male Middle Aged Lower Extremity Female Critical Illness Adult Humans Intensive Care Units Range of Motion, Articular Randomized Controlled Trials as Topic Early Ambulation Robotics Muscle Weakness
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Advances in the rehabilitation of intensive care unit acquired weakness: A case report on the promising use of robotics and virtual reality coupled to physiotherapy.

Medicine Jul 10, 2020
INTRODUCTION: Traditional physiotherapy is currently the best approach to manage patients with intensive care unit acquired weakness (ICUAW). We report on a patient with ICUAW, who was provided with an intensive, in-patient regimen, that is, conventi...
Muscle Weakness Humans Combined Modality Therapy Physical Therapy Modalities Middle Aged Intensive Care Units Male Virtual Reality Robotics
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Semiautomated Approach for Muscle Weakness Detection in Clinical Texts.

Studies in health technology and informatics Jun 26, 2020
The automated detection of adverse events in medical records might be a cost-effective solution for patient safety management or pharmacovigilance. Our group proposed an information extraction algorithm (IEA) for detecting adverse events in neurosurg...
Information Storage and Retrieval Muscle Weakness Humans Natural Language Processing Electronic Health Records Pharmacovigilance
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Detection of Muscle Weakness in Medical Texts Using Natural Language Processing.

Studies in health technology and informatics Jun 16, 2020
Identifying adverse events in clinical documents is demanded in retrospective clinical research and prospective monitoring of treatment safety and cost-effectiveness. We proposed and evaluated a few methods of semi-automated muscle weakness detection...
Paresis Prospective Studies Muscle Weakness Electronic Health Records Humans Retrospective Studies Natural Language Processing
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