AIMC Topic: Middle Aged

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Integrating machine learning and human use experience to identify personalized pharmacotherapy in Traditional Chinese Medicine: a case study on resistant hypertension.

Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan Feb 1, 2025
OBJECTIVE: To enhance the understanding of identifying personalized pharmacotherapy options in Traditional Chinese Medicine (TCM), and further support the registration of new TCM drugs.
Middle Aged Female Drugs, Chinese Herbal Hypertension Aged Medicine, Chinese Traditional Humans Adult Antihypertensive Agents Machine Learning Male Precision Medicine
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Analysis of Two Neuroanatomical Subtypes of Parkinson's Disease and Their Motor Progression Based on Semi-Supervised Machine Learning.

CNS neuroscience & therapeutics Feb 1, 2025
BACKGROUND: The high heterogeneity of Parkinson's disease (PD) hinders personalized interventions. Brain structure reflects damage and neuroplasticity and is one of the biological bases of symptomatology. Subtyping PD in the framework of brain struct...
Magnetic Resonance Imaging Parkinson Disease Supervised Machine Learning Gray Matter Aged Humans Male Middle Aged Brain Disease Progression Female
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Machine Learning Accurately Predicts Muscle Invasion of Bladder Cancer Based on Three miRNAs.

Journal of cellular and molecular medicine Feb 1, 2025
The aim of this study was to validate the diagnostic potential of four previously identified miRNAs in two independent cohorts and to develop accurate classification models to predict invasiveness of bladder cancer. Furthermore, molecular subtypes we...
Urinary Bladder Neoplasms Biomarkers, Tumor Neoplasm Invasiveness Male Humans MicroRNAs Middle Aged Machine Learning Gene Expression Regulation, Neoplastic Female Aged
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A Novel Technique for Eye Rejuvenation: A Case Series of the Combined Use of CO Laser Blepharoplasty and Erbium: YAG Resurfacing and A Novel Artificial Intelligence Model to Quantify Laser Results.

Journal of cosmetic dermatology Feb 1, 2025
BACKGROUND: Consumers are searching for a solution to rejuvenate the eye area. Surgical blepharoplasties are a common solution, but they lack improvement in skin quality.
Treatment Outcome Patient Satisfaction Lasers, Solid-State Laser Therapy Rejuvenation Skin Aging Blepharoplasty Eyelids Artificial Intelligence Female Adult Middle Aged Humans Lasers, Gas
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Comparison of Predictive Models for Keloid Recurrence Based on Machine Learning.

Journal of cosmetic dermatology Feb 1, 2025
OBJECTIVES: To establish, evaluate and compare three recurrence prediction models for keloid patients using machine learning methods.
Postoperative Complications Adolescent ROC Curve Decision Trees Humans Female Keloid Recurrence Machine Learning Predictive Learning Models Prognosis Adult Male Middle Aged
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Identification of Depression Subtypes in Parkinson's Disease Patients via Structural MRI Whole-Brain Radiomics: An Unsupervised Machine Learning Study.

CNS neuroscience & therapeutics Feb 1, 2025
OBJECTIVE: Current clinical evaluation may tend to lack precision in detecting depression in Parkinson's disease (DPD). Radiomics features have gradually shown potential as auxiliary diagnostic tools in identifying and distinguishing different subtyp...
Magnetic Resonance Imaging Parkinson Disease Unsupervised Machine Learning Radiomics Male Middle Aged Depression Brain Female Aged Humans
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Association of machine-learning-rated supportive counseling skills with psychotherapy outcome.

Journal of consulting and clinical psychology Feb 1, 2025
OBJECTIVE: This study applied a machine-learning-based skill assessment system to investigate the association between supportive counseling skills (empathy, open questions, and reflections) and treatment outcomes. We hypothesized that higher empathy ...
Psychotherapy Counseling Empathy Professional-Patient Relations Male Middle Aged Clinical Competence Treatment Outcome Humans Machine Learning Female Young Adult Adult
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Non-Linear Dose-Response Relationship for Metformin in Japanese Patients With Type 2 Diabetes: Analysis of Irregular Longitudinal Data by Interpretable Machine Learning Models.

Pharmacology research & perspectives Feb 1, 2025
The dose-response relationship between metformin and change in hemoglobin A1c (HbA1c) shows a maximum at 1500-2000 mg/day in patients with type 2 diabetes (T2D) in the U.S. In Japan, there is little evidence on the HbA1c-lowering effect of high-dose ...
Male Middle Aged Diabetes Mellitus, Type 2 Hypoglycemic Agents Humans Machine Learning Female Aged Japan Longitudinal Studies Metformin Dose-Response Relationship, Drug East Asian People Glycated Hemoglobin
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Pre-trained convolutional neural network with transfer learning by artificial illustrated images classify power Doppler ultrasound images of rheumatoid arthritis joints.

The Journal of international medical research Feb 1, 2025
OBJECTIVE: To study the classification performance of a pre-trained convolutional neural network (CNN) with transfer learning by artificial joint ultrasonography images in rheumatoid arthritis (RA).
Ultrasonography, Doppler Joints Synovitis Retrospective Studies Female Aged Adult Male Middle Aged Humans Convolutional Neural Networks Neural Networks, Computer Arthritis, Rheumatoid
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Using AI to Select Women with Intermediate Breast Cancer Risk for Breast Screening with MRI.

Radiology Feb 1, 2025
Background Combined mammography and MRI screening is not universally accessible for women with intermediate breast cancer risk due to limited MRI resources. Selecting women for MRI by assessing their mammogram may enable more resource-effective scree...
Artificial Intelligence Retrospective Studies Female Aged Humans Magnetic Resonance Imaging Early Detection of Cancer Mammography Breast Adult Breast Neoplasms Middle Aged Risk Assessment
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