AIMC Topic: Middle Aged

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A real-time augmented reality system integrated with artificial intelligence for skin tumor surgery: experimental study and case series.

International journal of surgery (London, England) Jun 1, 2024
BACKGROUND: Skin tumors affect many people worldwide, and surgery is the first treatment choice. Achieving precise preoperative planning and navigation of intraoperative sampling remains a problem and is excessively reliant on the experience of surge...
Mohs Surgery Aged Adult Humans Animals Artificial Intelligence Male Female Skin Neoplasms Middle Aged Augmented Reality Surgery, Computer-Assisted Rabbits Manikins
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Machine learning based peri-surgical risk calculator for abdominal related emergency general surgery: a multicenter retrospective study.

International journal of surgery (London, England) Jun 1, 2024
BACKGROUND: Currently, there is a lack of ideal risk prediction tools in the field of emergency general surgery (EGS). The American Association for the Surgery of Trauma recommends developing risk assessment tools specifically for EGS-related disease...
Female Aged Adult Male Middle Aged Humans Machine Learning Retrospective Studies Abdomen General Surgery Surgical Procedures, Operative APACHE Acute Care Surgery Risk Assessment Postoperative Complications Emergencies China
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Surgical factors play a critical role in predicting functional outcomes using machine learning in robotic-assisted total knee arthroplasty.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA May 31, 2024
PURPOSE: Predictive models help determine predictive factors necessary to improve functional outcomes after total knee arthroplasty (TKA). However, no study has assessed predictive models for functional outcomes after TKA based on the new concepts of...
Patient Reported Outcome Measures Osteoarthritis, Knee Minimal Clinically Important Difference Treatment Outcome Recovery of Function Robotic Surgical Procedures Arthroplasty, Replacement, Knee Humans Machine Learning Retrospective Studies Female Aged Male Middle Aged
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Tricuspid valve flow measurement using a deep learning framework for automated valve-tracking 2D phase contrast.

Magnetic resonance in medicine May 31, 2024
PURPOSE: Tricuspid valve flow velocities are challenging to measure with cardiovascular MR, as the rapidly moving valvular plane prohibits direct flow evaluation, but they are vitally important to diastolic function evaluation. We developed an automa...
Humans Algorithms Stroke Volume Middle Aged Deep Learning Image Processing, Computer-Assisted Image Interpretation, Computer-Assisted Female Reproducibility of Results Adult Male Tricuspid Valve Systole Blood Flow Velocity Diastole Magnetic Resonance Imaging, Cine
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Machine learning models based on ultrasound and physical examination for airway assessment.

Revista espanola de anestesiologia y reanimacion May 31, 2024
PURPOSE: To demonstrate the utility of machine learning models for predicting difficult airways using clinical and ultrasound parameters.
Airway Management Laryngoscopy Physical Examination Male Humans Middle Aged Machine Learning Ultrasonography Prospective Studies Neck Female Aged Adult
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Validity of facial skin analysis pore detection: A comparative analysis.

Journal of cosmetic dermatology May 31, 2024
BACKGROUND: Reliable, objective measures to assess facial characteristics would aid in the assessment of many dermatological treatments. Previous work utilized an iOS application-based artificial intelligence (AI) tool compared to the "gold standard"...
Female Reproducibility of Results Young Adult Adult Humans Photography Male Artificial Intelligence Middle Aged Algorithms Skin Face Skin Pigmentation
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Construction of the prediction model for multiple myeloma based on machine learning.

International journal of laboratory hematology May 31, 2024
INTRODUCTION: The global burden of multiple myeloma (MM) is increasing every year. Here, we have developed machine learning models to provide a reference for the early detection of MM.
ROC Curve Support Vector Machine Multiple Myeloma Female Aged Adult Male Humans Middle Aged Machine Learning Retrospective Studies
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Graph convolutional network with attention mechanism improve major depressive depression diagnosis based on plasma biomarkers and neuroimaging data.

Journal of affective disorders May 31, 2024
BACKGROUND: The absence of clinically-validated biomarkers or objective protocols hinders effective major depressive disorder (MDD) diagnosis. Compared to healthy control (HC), MDD exhibits anomalies in plasma protein levels and neuroimaging presenta...
Gray Matter Orexins Humans Case-Control Studies Neural Networks, Computer Magnetic Resonance Imaging Attention Neuroimaging Female Adult Male Middle Aged Depressive Disorder, Major Machine Learning Algorithms Cytokines Biomarkers
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Deep Learning-Based Segmentation and Risk Stratification for Gastrointestinal Stromal Tumors in Transabdominal Ultrasound Imaging.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine May 31, 2024
PURPOSE: To develop a deep neural network system for the automatic segmentation and risk stratification prediction of gastrointestinal stromal tumors (GISTs).
Gastrointestinal Neoplasms Gastrointestinal Stromal Tumors Humans Middle Aged Prospective Studies Risk Assessment Retrospective Studies Deep Learning Female Ultrasonography Reproducibility of Results Abdomen Aged, 80 and over Aged Young Adult Adult Male
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Fully Automatic Quantitative Measurement of Equilibrium Radionuclide Angiocardiography Using a Convolutional Neural Network.

Clinical nuclear medicine May 31, 2024
PURPOSE: The aim of this study was to generate deep learning-based regions of interest (ROIs) from equilibrium radionuclide angiography datasets for left ventricular ejection fraction (LVEF) measurement.
Automation Angiocardiography Male Gated Blood-Pool Imaging Humans Stroke Volume Neural Networks, Computer Middle Aged Female Deep Learning Aged Image Processing, Computer-Assisted
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