Practice Management

Medicolegal

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

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Showing 601-620 of 8,026 articles

Automated detection of stigmatizing language in Electronic Health Records (EHRs) using a multi-stage transfer learning approach.

OBJECTIVE: Stigmatizing language (SL) in Electronic Health Records (EHRs) can perpetuate biases and negatively impact patient care. This study introduces a novel method for automatically detecting such language to improve healthcare documentation practices. MATERIALS AND METHODS: We developed a multi-stage transfer learning framework integrating semantic, syntactic, and task adaptation using three...

Feb 1 2026 41206907

Listening to the note: clinician perspectives on ambient artificial intelligence scribes in medical documentation.

OBJECTIVES: To qualitatively characterize barriers and facilitators to implementing and using an ambient scribe across a large academic medical center, as well as how ambient transcription reshapes clinicians' perceptions of their work. MATERIALS AND METHODS: We conducted semistructured interviews with clinicians who participated in an ambient scribe pilot (n = 8) and the initial enterprise rollou...

Feb 1 2026 41340524
Usability-Related Barriers and Facilitators Influencing the Adoption and Use of AI Scribes in Healthcare: A Scoping Review.

BACKGROUND: Clinical documentation is a major contributor to physician burnout, and artificial intelligence (AI) scribes are increasingly being adopte...

Feb 1 2026 41533034
The Effectiveness of Artificial Intelligence-Enhanced Interventions for Cancer Patients: A Meta-Analysis of Randomized Controlled Trials.

BACKGROUND: The incidence of cancer continues to increase, and cancer patients still suffer from a range of burdens, leading to decreased quality of l...

Feb 1 2026 41606689
Targeted blood proteome profiling using NULISAseq identifies a high-performance biomarker panel for Aβ pathology quantification and staging.

INTRODUCTION: While current blood-based biomarkers for Alzheimer's disease (AD) are effective for determining amyloid beta (Aβ) pathology positivity/n...

Feb 1 2026 41612914
Six-axis robotic extrusion of hybrid hydrogels for biomimetic airway model fabrication.

Respiratory diseases remain a major global health burden, motivating the need for improved experimental lung models that capture both anatomical geome...

Jan 31 2026 41619176
From conventional monitoring to intelligent prediction: data-driven analysis of inorganic elements in atmospheric wet deposition at an urban site in Lanzhou.

Atmospheric wet deposition represents a key pathway linking atmospheric pollution to terrestrial ecosystems, with its chemical composition and deposit...

Jan 31 2026 41628724
Introduction to Large Language Models and the Application of Generative Artifical Intelligence in Dental Education and Clinical Practice.

This article analyzes how large language models (LLMs) and generative artificial intelligence (GenAI) are reshaping dental education and practice. In ...

Jan 30 2026 41825998
Multi-omics mapping identifies CYBA-mediated mitochondrial dysfunction driving macrophage polarization and ferroptosis via Nrf2 pathway in atherosclerosis.

Atherosclerosis (AS), a chronic inflammatory process driven largely by macrophage-mediated plaque formation, remains poorly understood in mitochondria...

Jan 30 2026 41624806
How ready are we to use artificial intelligence in our fight against Antimicrobial resistance? An ESGAID and EAAS perspective.

INTRODUCTION: Antimicrobial resistance (AMR) remains one of the greatest threats to global health, requiring innovative approaches to antibiotic disco...

Jan 30 2026 41614375
Dynamic Monitoring of Reverse Osmosis Process via Electrical Impedance Tomography: Enabling In Situ Visualization and Uncovering Distinct Roles of Concentration Polarization/Foulant Deposition in Flux Decline.

Access to information about fouling in the membrane modules can provide critical insights to advance fundamental understanding and develop effective s...

Jan 30 2026 41614628
AI Tools in Plastic Surgery: A Scoping Review.

BACKGROUND: The use and standardization of innovative artificial intelligence (AI) tools continue to grow and have the potential to enhance the field ...

Jan 30 2026 41614695
A multilayered integrated analysis of insomnia-related genes ATG7 and JAK2 in the autophagy-inflammation mechanism and clinical implications in major depressive disorder.

OBJECTIVE: Insomnia is widely recognized as a key risk factor for major depressive disorder (MDD). However, the potential molecular mechanisms and the...

Jan 29 2026 41633196
Nanoengineered Surface-Enhanced Raman Spectroscopy Substrates for Probing Tissue-Material Interactions.

Innovation in biomaterials has brought both breakthroughs and challenges in medicine, as implant materials have become increasingly multifunctional an...

Jan 29 2026 41608979
Medicolegal Implications and Current Landscape of Artificial Intelligence in Plastic Surgery.

Artificial intelligence (AI) is increasingly integrated into plastic and reconstructive surgery. It supports preoperative prediction and imaging analy...

Jan 29 2026 41609198
Rationalizing nose-to-brain drug delivery: Machine learning-guided optimization and mechanistic elucidation of olfactory deposition for nasal sprays.

Nose-to-brain drug delivery via nasal sprays is severely limited by low olfactory deposition. In this study, we integrate machine learning with high-t...

Jan 28 2026 41617015
Unbiased Characterization of Atrial Fibrillation Phenotypic Architecture Provides Insight Into Genetic Liability and Clinically Relevant Outcomes.

BACKGROUND: Atrial fibrillation (AF) is a common and clinically heterogeneous arrhythmia. Machine learning algorithms can define data-driven disease s...

Jan 28 2026 41603049
Implementing an Artificial Intelligence Decision Support System in Radiology: Prospective Qualitative Evaluation Study Using the Nonadoption Abandonment Scale-Up, Spread, and Sustainability (NASSS) Framework.

BACKGROUND: Medical imaging remains at the forefront of advancements in adopting digital health technologies in clinical practice. Regulator-approved ...

Jan 28 2026 41605499
Human-AI interaction and collaboration in radiology: from conceptual frameworks to responsible implementation.

Artificial intelligence (AI) is entering routine radiology practice, but most studies evaluate algorithms in isolation rather than their interaction w...

Jan 26 2026 41582537
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