AIMC Topic: Functional Status

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A fusion decision system to identify and grade malnutrition in cancer patients: Machine learning reveals feasible workflow from representative real-world data.

Clinical nutrition (Edinburgh, Scotland) Jul 3, 2021
BACKGROUND AND AIMS: Most nutritional assessment tools are based on pre-defined questionnaires or consensus guidelines. However, it has been postulated that population data can be used directly to develop a solution for assessing malnutrition. This s...
Humans Machine Learning Female Cluster Analysis Functional Status Workflow Feasibility Studies Malnutrition Nutritional Status Neoplasms Quality of Life Severity of Illness Index Diagnosis, Computer-Assisted China Aged Logistic Models Adult Male Middle Aged Nutrition Assessment
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Prediction of Motor Function in Stroke Patients Using Machine Learning Algorithm: Development of Practical Models.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association May 19, 2021
BACKGROUND: Machine learning (ML) techniques are being increasingly adopted in the medical field.
Female Reproducibility of Results Aged Male Middle Aged Diagnosis, Computer-Assisted Humans Decision Support Techniques Prognosis Retrospective Studies Stroke Extremities Motor Activity Deep Learning Time Factors Logistic Models Recovery of Function Predictive Value of Tests Functional Status
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Effect of Robot Assisted Gait Training on Motor and Walking Function in Patients with Subacute Stroke: A Random Controlled Study.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Apr 22, 2021
BACKGROUND: Robot-assisted gait training has been confirmed to have beneficial effect on the rehabilitation of stroke patients. An exoskeleton robot, named BEAR-H1, is designed to help stroke patients with walking disabilities.
Stroke Rehabilitation Time Factors Mobility Limitation Treatment Outcome Prospective Studies Lower Extremity Walk Test Female Recovery of Function Single-Blind Method Adult Robotics Humans Stroke Male Functional Status Gait Middle Aged Gait Analysis China Exoskeleton Device Motor Activity
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Effects of a Soft Robotic Hand for Hand Rehabilitation in Chronic Stroke Survivors.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Apr 22, 2021
OBJECTIVES: Soft robotic hands are proposed for stroke rehabilitation in terms of their high compliance and low inherent stiffness. We investigated the clinical efficacy of a soft robotic hand that could actively flex and extend the fingers in chroni...
Stroke Rehabilitation Treatment Outcome Hand Strength Recovery of Function Aged Robotics Equipment Design Adult Disability Evaluation Hand Biomechanical Phenomena Functional Status Electromyography Male Humans Stroke Middle Aged Female Exoskeleton Device Time Factors Motor Activity
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Decision Tree Algorithm Identifies Stroke Patients Likely Discharge Home After Rehabilitation Using Functional and Environmental Predictors.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Feb 3, 2021
BACKGROUND AND PURPOSE: The importance of environmental factors for stroke patients to achieve home discharge was not scientifically proven. There are limited studies on the application of the decision tree algorithm with various functional and envir...
Decision Trees Recovery of Function Predictive Value of Tests Disability Evaluation Functional Status Patient Discharge Stroke Motor Activity Environment Stroke Rehabilitation Aged Aged, 80 and over Male Humans Middle Aged Machine Learning Time Factors Decision Support Techniques Treatment Outcome Databases, Factual Female
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Effects of Neurodynamic Mobilizations on Pain Hypersensitivity in Patients With Hand Osteoarthritis Compared to Robotic Assisted Mobilization: A Randomized Controlled Trial.

Arthritis care & research Jan 3, 2021
OBJECTIVE: To evaluate the effectiveness of the neurodynamic mobilization techniques compared with passive robotic physiologic movement in patients with hand osteoarthritis (OA).
Humans Female Aged Time Factors Aged, 80 and over Italy Male Treatment Outcome Osteoarthritis Recovery of Function Exercise Therapy Robotics Arthralgia Pain Measurement Pain Threshold Functional Status Hand Joints
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Development and Validation of Machine Learning Algorithms for Predicting Adverse Events After Surgery for Lumbar Degenerative Spondylolisthesis.

World neurosurgery Apr 25, 2020
BACKGROUND: Preoperative prognostication of adverse events (AEs) for patients undergoing surgery for lumbar degenerative spondylolisthesis (LDS) can improve risk stratification and help guide the surgical decision-making process. The aim of this stud...
Clinical Decision Rules Middle Aged Risk Factors Transplantation, Autologous Postoperative Complications Functional Status Aged Humans Bone Transplantation Adolescent Neurosurgical Procedures Ilium Aged, 80 and over Machine Learning Logistic Models Spinal Fusion Serum Albumin Young Adult Algorithms Age Factors Spondylolisthesis Lumbar Vertebrae Prognosis Adult Decision Making Alkaline Phosphatase Female Male Sex Factors
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Estimating individualized effectiveness of receiving successful recanalization for ischemic stroke cases using machine learning techniques.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Jun 1, 2025
OBJECTIVES: Directly measuring the causal effect of mechanical thrombectomy (MT) for each ischemic stroke patient remains challenging, as it is impossible to observe the outcomes for both with and without successful recanalization in the same individ...
Clinical Decision-Making Female Risk Factors Aged Aged, 80 and over Male Humans Ischemic Stroke Machine Learning Thrombolytic Therapy Decision Support Techniques Disability Evaluation Middle Aged Precision Medicine Functional Status Risk Assessment Retrospective Studies Patient Selection Time Factors Thrombectomy Treatment Outcome Recovery of Function Predictive Value of Tests
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Effect of robotic-assisted gait training on functional status, walking and quality of life in complete spinal cord injury.

International journal of rehabilitation research. Internationale Zeitschrift fur Rehabilitationsforschung. Revue internationale de recherches de readaptation Sep 1, 2021
The purpose of this study was to investigate the effect of robotic-assisted gait training (RAGT) on functional status and the quality of life in patients with subacute complete spinal cord injury (SCI). Thirty-seven patients with complete SCI were in...
Spinal Cord Injuries Humans Quality of Life Robotics Functional Status Walking Gait
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Natural Language Processing to Assess Frequency of Functional Status Documentation for Patients Newly Diagnosed With Colorectal Cancer.

JAMA oncology Mar 1, 2021
Humans Electronic Health Records Colorectal Neoplasms Natural Language Processing Functional Status Documentation
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