Geriatrics

Medicare

Latest AI and machine learning research in medicare for healthcare professionals.

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Geriatrics Subcategories: Alzheimer's Disease Medicare
Showing 221-240 of 3,588 articles

A Metabolomic Signature Predicts Gout Flare Clinical Outcome Associated with Colchicine Prophylaxis.

OBJECTIVE: This study investigated that serum metabolomics, prior to ULT initiation, could serve as a biomarker for responsiveness to colchicine prophylaxis in patients with gout commencing treat-to-target ULT. METHODS: We studied a multicenter prospective cohort (n=409) initiating treat-to-target ULT plus colchicine prophylaxis. Untargeted metabolomics were measured at enrollment. We defined puta...

Feb 19 2026 41711532

Primary Care Physician Perspectives on Artificial Intelligence for Dementia Screening: A Qualitative Study.

BACKGROUND: Automated approaches to cognitive impairment screening may soon achieve sufficient levels of accuracy for clinical implementation but they present potentially serious ethical challenges. Overcoming such challenges for successful implementation of automated screening may depend on the perspective of the clinicians who are its intended users. METHODS: We conducted a qualitative study of ...

Feb 17 2026 41700962
Minimization of outage probability and energy consumption by deep learning-based prediction in D2D mm wave communication.

Device-to-device (D2D) communication is used to frequently gather and exchange information in various domains. Millimeter-wave research has also incor...

Feb 14 2026 41688507
Development of a Predictive Calculator for the Need for Abdominoperineal Resection after Chemoradiation Therapy in Anal Squamous Cell Carcinoma.

BACKGROUND: Chemoradiation therapy (CRT) is standard treatment for anal squamous cell carcinoma (ASCC). Abdominoperineal resection (APR) is usually re...

Feb 13 2026 41123194
Mapping the evolution of cross-Strait relations via global news big data (2014-2023): An analysis integrating GDELT and machine learning.

This study investigates global news media representations of cross-Strait relations from 2014 to 2023 using the GDELT database, framed within the medi...

Feb 13 2026 41686785
A deep learning and morphometric hybrid model for automated quantification of kidney interstitial fibrosis in trichrome-stained whole-slide image.

BACKGROUND: Interstitial fibrosis (IF) is the strongest predictor of chronic kidney disease progression. Visual estimation of IF from trichrome (TRI)-...

Feb 12 2026 41852656
Benchmarking In Silico Metabolite Prediction Tools against Human Radiolabeled ADME Data for Small-Molecule Drugs.

Artificial intelligence-based in silico metabolite prediction tools are increasingly used in drug development, but their performance against high-qual...

Feb 12 2026 41677243
Evaluating an AI-Enabled Mobile Mental Health Monitoring Tool Among Family Caregivers of Adults Living With Cancer: Single-Arm Feasibility and Acceptability Trial Protocol.

BACKGROUND: Psychological distress, particularly symptoms of depression and anxiety (D&A), is highly prevalent among family caregivers of individuals ...

Feb 12 2026 41678797
Large Language Models for Health Care Text Classification: Systematic Review.

BACKGROUND: Large language models (LLMs) have fundamentally transformed approaches to natural language processing tasks across diverse domains. In hea...

Feb 11 2026 41672471
Risk prediction in IgA nephropathy: from conventional models to machine learning, deep learning, and precision nephrology.

IgA nephropathy (IgAN) is the most prevalent primary glomerular disease worldwide and a leading cause of end-stage kidney disease (ESKD). Its clinical...

Feb 8 2026 41656155
VDzSL: A synthetic video dataset for Algerian sign language using 3D avatars.

Video datasets are crucial for advancing communication technologies for deaf and hard-of-hearing individuals. Despite that, extensive datasets are not...

Feb 7 2026 41732356
The Convergence of Prosthodontics and ProSocial Artificial Intelligence: Advancing Equity and Excellence in Dental Care.

The integration of ProSocial Artificial Intelligence (AI) represents a paradigm shift in prosthodontics, harmonizing cutting-edge technology with ethi...

Feb 6 2026 41826009
Classifying Delayed Dental Care Using Machine Learning: A National Health Interview Survey Analysis.

BACKGROUND: Delays in dental care worsen oral disease and mirror broader inequities in health care access and use. OBJECTIVE: To estimate the 12-month...

Feb 6 2026 41653838
Predicting Attrition in a Public Nutrition Education Program: A Machine Learning Approach.

OBJECTIVE: To develop a machine learning model to identify adult Expanded Food and Nutrition Education Program (EFNEP) participants at high risk of at...

Feb 6 2026 41649447
Validation of a Deep-Learning Coregistration Framework for Long-Axial-Field-of-View PET/CT Using Low-Radiation-Exposure Protocols Across Various Tracers.

The advent of long-axial-field-of-view (LAFOV) PET/CT systems has significantly improved whole-body imaging by providing higher sensitivity and extend...

Feb 5 2026 41644292
Factors and determinants of primary care to tertiary care referrals in Singapore: A multi-centre analysis using artificial intelligence-powered large language models.

BACKGROUND: As Singapore adopts a population health approach under Healthier Singapore (Healthier SG), optimizing healthcare resources is crucial. We ...

Feb 5 2026 41642866
Medicare advantage becoming a disadvantage with use of artificial intelligence in prior authorization review.

Reported instances of AI-assisted, blanket denials of coverage have increased in recent years, particularly for Medicare Advantage plans, resulting in...

Feb 4 2026 41639200
Machine Learning-Based Beam Delivery Time Model for Mevion S250i With Hyperscan Technology.

PURPOSE: Accurate prediction of beam delivery time (BDT) is critical for operational efficiency, 4D dose calculations, and advanced proton therapy tec...

Feb 2 2026 41725630
Modeling Zero-Dose Children in Ethiopia: A Machine Learning Perspective on Model Performance and Predictor Variables.

BACKGROUND: Despite progress in childhood vaccination, many children in low- and middle-income countries, including Ethiopia, remain unvaccinated, pre...

Feb 2 2026 41628354
A tandem reinforcement learning framework for localized prostate cancer treatment planning and machine parameter optimization.

BACKGROUND: Volumetric modulated arc therapy (VMAT) machine parameter optimization (MPO) is a complex, high-dimensional problem typically solved with ...

Feb 1 2026 41615038
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