Geriatrics

Medicare

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

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Geriatrics Subcategories: Alzheimer's Disease Medicare
Showing 241-260 of 3,965 articles

Understanding unrealized trial enrollments following patient-to-trial matching with large language models.

BACKGROUND: Clinical trials are essential for advancing cancer care, but identifying eligible patients in surgical clinics can be challenging due to the manual and time-consuming enrollment process. Artificial intelligence tools, such as large language models, have the potential to automate aspects of clinical trial matching. This study identified reasons why patients did not enroll in a clinical ...

Nov 29 2025 41318261

Sieving Hydrogen Isotopes via Machine Learning Assisted Chemical Vapor Deposition (CVD) of High-Quality Monolayer Hexagonal Boron Nitride (h-BN) on Iron Foils.

Atomically thin two-dimensional (2D) ceramics, such as monolayer hexagonal boron nitride (h-BN), present potential for disruptive advances in separations. However, sub-atomic scale separation of hydrogen isotopes (H+/D+) require near pristine 2D material membranes, and scalable synthesis of such high-quality h-BN comparable to mechanically exfoliated crystals remains a significant challenge. Here,...

Nov 28 2025 41312660
Machine Learning Algorithms for Predicting Injurious Fall Risk Among Older Adults With Depression: A Prognostic Modeling Study.

BACKGROUND: Falls and related injuries (FRI) pose a large burden among older adults with depression. Proactively identifying individuals at high FRI r...

Nov 27 2025 41310296
Thermally Stabilized Hydrogenation Dynamics in Single-Atom Alloys Enables Selective CO2 Electroreduction.

Electrochemical CO2 reduction to single-carbon products is central to sustainable fuels and chemicals, but under industrially relevant conditions elev...

Nov 27 2025 41307500
Bridging the Hearing Divide: Policy Solutions for Aging Americans.

Hearing loss affects approximately two thirds of adults in the United States aged 70 years or older and frequently remains untreated despite its well-...

Nov 20 2025 41264901
A Comparative, Multiobserver Analysis of Nodal Contouring Methods in Pelvic Online Cone Beam-Based Adaptive Radiation Therapy.

PURPOSE: In online cone beam computed tomography (CBCT)-based adaptive radiation therapy (ART), nodal recontouring ensures sufficient nodal coverage b...

Nov 20 2025 41550204
From sample to clinical insight: a review of exome sequencing in disease diagnostics.

Exome sequencing (ES) has transformed genomic research and clinical diagnostics by enabling precise identification of disease-associated variants with...

Nov 19 2025 41271122
Non-Destructive Quantification of Mycelial Biocomposite Growth Over Time.

Mycelial biocomposites are sustainable alternatives to nonbiodegradable materials in building and packaging. Efficient manufacturing requires accurate...

Nov 14 2025 41235470
Benchmarking AlphaMissense against ClinVar for Diagnostic Interpretation of Missense Variants in Inherited Retinal Diseases.

PURPOSE: AlphaMissense is a newer deep learning-based variant predictor that evaluates the structural consequences of missense variants, the most comm...

Nov 10 2025 41492285
Medication-based mortality prediction in COPD using machine learning and conventional statistical methods.

BACKGROUND: Predicting mortality in chronic obstructive pulmonary disease (COPD) patients supports clinical decision-making and resource allocation. W...

Nov 5 2025 41202398
Exploring latent diffusion models for ECG generation on the minute scale.

BACKGROUND AND OBJECTIVE: Artificial Intelligence (AI) models for electrocardiogram (ECG) interpretation rely on large, diverse datasets, but existing...

Nov 1 2025 41205561
Artificial intelligence to automatically identify reverse shoulder arthroplasty implant brands on postoperative radiographs including uncertainty quantification.

BACKGROUND: Identifying the brand of reverse shoulder arthroplasty (rTSA) implanted is key in the postoperative evaluation of patients, a process that...

Oct 31 2025 41177294
Machine learning-enabled assessment of risk of drug-induced QT prolongation at the time of prescribing.

BACKGROUND: Many medications are associated with long QTc. Current long QTc predictors have limited generalizability and/or modest performance. OBJECT...

Oct 24 2025 41139036
Hybrid CNN-GRU-XGBoost framework for optimized coronary artery disease diagnosis and risk stratification.

Coronary artery disease (CAD) remains a leading driver of cardiovascular mortality, requiring diagnostic systems that deliver high discrimination, sta...

Oct 17 2025 41124942
Hospital-acquired pneumonia: Past, present, and perspectives.

Hospital-acquired pneumonia (HAP) remains the most frequent and lethal hospital acquired infection, driving ICU mortality, prolonged length of stay, a...

Oct 14 2025 41092610
Comorbid anxiety predicts lower odds of MDD improvement in a trial of smartphone-delivered interventions.

Comorbid anxiety disorders are common among patients with major depressive disorder (MDD), but their impact on outcomes of digital and smartphone-deli...

Oct 11 2025 41083073
Distinct electroencephalogram microstate in patients with methamphetamine use disorder and obsessive-compulsive disorder.

BACKGROUND: Electroencephalogram (EEG) microstates reflect momentary localized brain activity and may indicate spontaneous fluctuations within large-s...

Oct 10 2025 41076163
Artificial intelligence in clinical trials: A comprehensive review of opportunities, challenges, and future directions.

BACKGROUND: Clinical trials face unprecedented challenges including recruitment delays affecting 80% of studies, escalating costs exceeding $200 billi...

Oct 8 2025 41075423
A Walk With Grief: A Personal Narrative of Coping With the Death of a Same Sex Partner in Late Life.

Grief is a complex and multifaceted process. While there is no reason to think that the grieving process would be dissimilar if an LGBTQ+ individual l...

Sep 20 2025 41087209
Planning forward: Deep incremental hashing by gradually defrosting bits.

Deep incremental hashing can generate hash codes incrementally for new classes, while keeping the existing ones unchanged. Existing methods typically ...

Sep 19 2025 41004904
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