AIMC Topic: Middle Aged

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Machine Learning to Identify Clusters in Family Medicine Diplomate Motivations and Their Relationship to Continuing Certification Exam Outcomes: Findings and Potential Future Implications.

Journal of the American Board of Family Medicine : JABFM Jan 1, 2024
BACKGROUND: The potential for machine learning (ML) to enhance the efficiency of medical specialty boards has not been explored. We applied unsupervised ML to identify archetypes among American Board of Family Medicine (ABFM) Diplomates regarding the...
Middle Aged Certification Family Practice Surveys and Questionnaires Clinical Competence Educational Measurement United States Education, Medical, Continuing Motivation Specialty Boards Machine Learning Female Adult Male Humans
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Artificial Intelligence-suggested Predictive Model of Survival in Patients Treated With Stereotactic Radiotherapy for Early Lung Cancer.

In vivo (Athens, Greece) Jan 1, 2024
BACKGROUND/AIM: Overall survival (OS)-predictive models to clinically stratify patients with stage I Non-Small Cell Lung Cancer (NSCLC) undergoing stereotactic body radiation therapy (SBRT) are still unavailable. The aim of this work was to build a p...
Artificial Intelligence Prognosis Retrospective Studies Female Humans Neural Networks, Computer Lung Neoplasms Carcinoma, Non-Small-Cell Lung Neoplasm Staging Radiosurgery Aged Aged, 80 and over Male Middle Aged
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Effects of robot-assisted upper limb training combined with intermittent theta burst stimulation (iTBS) on cortical activation in stroke patients: A functional near-infrared spectroscopy study.

NeuroRehabilitation Jan 1, 2024
BACKGROUND: The therapeutic effect and mechanism of robot-assisted upper limb training (RT) combined with intermittent theta burst stimulation (iTBS) for stroke patients are unclear.
Treatment Outcome Robotics Stroke Upper Extremity Humans Combined Modality Therapy Adult Stroke Rehabilitation Female Male Motor Cortex Transcranial Magnetic Stimulation Middle Aged Spectroscopy, Near-Infrared Aged
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A Video-based Automated Tracking and Analysis System of Plaque Burden in Carotid Artery Using Deep Learning: A Comparison with Senior Sonographers.

Current medical imaging Jan 1, 2024
BACKGROUND AND OBJECTIVE: The incidence of stroke is rising, and it is the second major cause of mortality and the third leading cause of disability around the globe. The goal of this study was to rapidly and accurately identify carotid plaques and a...
Middle Aged Deep Learning Ultrasonography Video Recording Humans Female Aged Male Carotid Arteries Plaque, Atherosclerotic Carotid Artery Diseases
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Predicting patient-specific organ doses from thoracic CT examinations using support vector regression algorithm.

Journal of X-ray science and technology Jan 1, 2024
PURPOSE: This study aims to propose and develop a fast, accurate, and robust prediction method of patient-specific organ doses from CT examinations using minimized computational resources.
Monte Carlo Method Algorithms Tomography, X-Ray Computed Female Lung Adult Aged Support Vector Machine Humans Male Radiation Dosage Middle Aged Radiography, Thoracic
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A user-friendly deep learning application for accurate lung cancer diagnosis.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: Accurate diagnosis and subsequent delineated treatment planning require the experience of clinicians in the handling of their case numbers. However, applying deep learning in image processing is useful in creating tools that promise faste...
Humans Tomography, X-Ray Computed Female Aged Male Middle Aged Deep Learning Lung Imaging, Three-Dimensional Image Processing, Computer-Assisted Lung Neoplasms
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Identification of Severe Grading in Knee OsteoArthritis from MRI using Ensemble Deep Learning.

Current medical imaging Jan 1, 2024
BACKGROUND: Accurate finding of Knee Osteoarthritis (KOA) from structural Magnetic Resonance Imaging (MRI) is a difficult task and is greatly subject to user variation. Furthermore, the identification of knee osteoarthritis (KOA) from MRI scans prese...
Middle Aged Severity of Illness Index Deep Learning Magnetic Resonance Imaging Osteoarthritis, Knee Humans Female Aged Male
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CT-based intratumoral and peritumoral deep transfer learning features prediction of lymph node metastasis in non-small cell lung cancer.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: The main metastatic route for lung cancer is lymph node metastasis, and studies have shown that non-small cell lung cancer (NSCLC) has a high risk of lymph node infiltration.
Lymph Nodes Carcinoma, Non-Small-Cell Lung Lymphatic Metastasis Male Middle Aged Deep Learning Lung Neoplasms Female Aged Adult Humans Retrospective Studies Tomography, X-Ray Computed
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Automatic detection of thyroid nodules with a real-time artificial intelligence system in a real clinical scenario and the associated influencing factors.

Clinical hemorheology and microcirculation Jan 1, 2024
BACKGROUND: At present, most articles mainly focused on the diagnosis of thyroid nodules by using artificial intelligence (AI), and there was little research on the detection performance of AI in thyroid nodules.
Thyroid Nodule Adult Male Middle Aged Diagnosis, Computer-Assisted Humans Artificial Intelligence Prospective Studies Female Aged
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Implementation of a robot-mediated upper limb rehabilitation protocol for a customized treatment after stroke: A retrospective analysis.

NeuroRehabilitation Jan 1, 2024
BACKGROUND: Many authors have emphasized the need for individualized treatments in rehabilitation, but no tailored robotic rehabilitation protocol for stroke patients has been established yet.
Humans Retrospective Studies Female Treatment Outcome Recovery of Function Robotics Stroke Aged Adult Male Middle Aged Upper Extremity Stroke Rehabilitation
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