Practice Management

Medicolegal

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

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Assessing the Quality of AI-Generated Clinical Notes: A Validated Evaluation of a Large Language Model Scribe

In medical practices across the United States, physicians have begun implementing generative artificial intelligence (AI) tools to perform the function of scribes in order to reduce the burden of documenting clinical encounters. Despite their widespread use, no established methods exist to gauge the quality of AI scribes. To address this gap, we developed a blinded study comparing the relative p...

FactsR: A Safer Method for Producing High Quality Healthcare Documentation

There are now a multitude of AI-scribing solutions for healthcare promising the utilization of large language models for ambient documentation. However, these AI scribes still rely on one-shot, or few-shot prompts for generating notes after the consultation has ended, employing little to no reasoning. This risks long notes with an increase in hallucinations, misrepresentation of the intent of th...

An Integrated AI Cloud Sharing Framework for Predictive AI and Generative AI in Healthcare.

In 2019, Chi Mei Hospital built a private cloud AI service framework, incorporating HIS interface web service, data retrieval web service, and AI web ...

May 15 2025 40380426
N!CA: Towards Digitalisation of Innovative Care Processes to Unburden and Empower Nurses.

Demand for nursing care will intensify in the coming decades based on demographics, chronic diseases, multimorbidity and other health-related issues. ...

May 15 2025 40380475
Enhancing Trust by a Keycloak-Flower Integration for Federated Machine Learning.

Since its introduction, federated learning (FL) has attracted a lot of attention in the medical field, but its actual application in healthcare organi...

May 15 2025 40380516
Assessing Healthcare Stakeholder Understanding of Machine Learning Documentation.

Artificial Intelligence (AI) has significantly advanced clinical decision support systems in healthcare, particularly using Machine Learning (ML) mode...

May 15 2025 40380447
Multi objective optimization of FDM 3D printing parameters set via design of experiments and machine learning algorithms.

The choice of the optimal printing setup for Fused Deposition Modeling (FDM) 3D-printing technology is challenging due to complex interactions between...

May 14 2025 40369034
Deep Learning Based Surface Classification of Functionalized Polymer Coatings.

Low-technology characterization of material surfaces poses a challenge of significant importance for many scientific fields such as medical implants, ...

May 13 2025 40306624
AI-based prediction of flow dynamics of blood blended with gold and maghemite nanoparticles in an electromagnetic microchannel under abruptly changes in pressure gradient.

In cardiovascular research, electromagnetic fields (EMFs) induced by Riga plates are applied to study and potentially manipulate blood flow dynamics, ...

May 13 2025 40358247
Single-cell and spatial transcriptomics reveals an anti-tumor neutrophil subgroup in microwave thermochemotherapy-treated lip cancer.

Microwave thermochemotherapy (MTC) has been applied to treat lip squamous cell carcinoma (LSCC), but a deeper understanding of its therapeutic mechani...

May 13 2025 40360503
Artificial Intelligence in Outpatient Primary Care: A Scoping Review on Applications, Challenges, and Future Directions.

BACKGROUND: Artificial intelligence (AI) has the potential to revolutionize clinical decision-making and significantly improve patient outcomes in out...

May 13 2025 40463551
Lightweight and universal deep learning model for fast proton spot dose calculation at arbitrary energies.

To better integrate into processes like rapid adaptive planning and quality assurance, this study aims to propose a lightweight and universal proton s...

May 13 2025 40315885
Improving Healthcare Cost, Quality, and Access Through Artificial Intelligence and Machine Learning Applications.

Since the early 1970s, technology has increasingly become integrated into the healthcare field. Today, artificial intelligence (AI) and machine learni...

May 13 2025 34228686
Editorial Commentary: Deteriorated Quality and Medial Retraction of Tendon Following Acute Traumatic Rotator Cuff Tear Are Predictors of Retear After Arthroscopic Repair.

Rotator cuff tears are a common cause of shoulder pain and dysfunction, affecting up to 33% of the population, and approximately 250,000 arthroscopic ...

May 9 2025 40349803
Medical machine learning operations: a framework to facilitate clinical AI development and deployment in radiology.

The integration of machine-learning technologies into radiology practice has the potential to significantly enhance diagnostic workflows and patient c...

May 8 2025 40341975
Natural Language Generation in Healthcare: A Review of Methods and Applications

Natural language generation (NLG) is the key technology to achieve generative artificial intelligence (AI). With the breakthroughs in large language...

Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content

The recent proliferation of photorealistic images created by generative models has sparked both excitement and concern, as these images are increasi...

Catastrophic Liability: Managing Systemic Risks in Frontier AI Development

As artificial intelligence systems grow more capable and autonomous, frontier AI development poses potential systemic risks that could affect societ...

Ethical and legal considerations in healthcare AI: innovation and policy for safe and fair use.

Artificial intelligence (AI) is transforming healthcare by enhancing diagnostics, personalizing medicine and improving surgical precision. However, it...

May 1 2025 40370601
Artificial intelligence in healthcare: A call for strategic implementation to maximize impact and minimize costs.

Artificial Intelligence (AI) is transforming healthcare by improving diagnostics, decision-making, and patient outcomes. This commentary emphasizes th...

May 1 2025 40437729
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