Public Health & Policy

Medical Education

Latest AI and machine learning research in medical education for healthcare professionals.

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Does using artificial intelligence take the person out of personal statements? We can't tell.

BACKGROUND: Use of artificial intelligence to generate personal statements for residency is currently not permitted but is difficult to monitor. This study sought to evaluate the ability of surgical residency application reviewers to identify artificial intelligence-generated personal statements and to understand perceptions of this practice.

Sep 19 2024 39299851

Large Language Model Use in Radiology Residency Applications: Unwelcomed but Inevitable.

OBJECTIVE: This study explores radiology program directors' perspectives on the impact of large language model (LLM) use among residency applicants to craft personal statements.

Sep 17 2024 39299618
AI-based green technology implementation simulation for achieving carbon neutrality: exploring the role of subsidies and knowledge management.

This study investigates the role of green technology implementation (GTI) based on artificial intelligence (AI) at the household level to achieve carb...

Sep 17 2024 39289263
Advanced Non-linear Modeling and Explainable Artificial Intelligence Techniques for Predicting 30-Day Complications in Bariatric Surgery: A Single-Center Study.

PURPOSE: Metabolic bariatric surgery (MBS) became integral to managing severe obesity. Understanding surgical risks associated with MBS is crucial. Di...

Sep 13 2024 39271585
Application of AI-empowered scenario-based simulation teaching mode in cardiovascular disease education.

BACKGROUND: Cardiovascular diseases present a significant challenge in clinical practice due to their sudden onset and rapid progression. The manageme...

Sep 13 2024 39272041
Artificial Intelligence in the Training of Radiology Residents: a Multicenter Randomized Controlled Trial.

The aim of the present study was to compare the effectiveness of AI-assisted training and conventional human training in clinical practice. This was a...

Sep 7 2024 39242467
Transforming simulation in healthcare to enhance interprofessional collaboration leveraging big data analytics and artificial intelligence.

Simulation in healthcare, empowered by big data analytics and artificial intelligence (AI), has the potential to drive transformative innovations towa...

Aug 28 2024 39198809
Clinical audit of an artificial intelligence (AI) empowered smile simulation system: a prospective clinical trial.

Smile aesthetics is an important factor to consider during orthodontic treatment planning. The aim of the present study is to assess the predictabilit...

Aug 21 2024 39169095
Utilizing natural language processing to analyze student narrative reflections for medical curriculum improvement.

MOTIVATION: Medical curricula improvement is an ongoing process to keep material relevant and improve the student's learning experience to better prep...

Aug 20 2024 39161978
Reforming China's Secondary Vocational Medical Education: Adapting to the Challenges and Opportunities of the AI Era.

China's secondary vocational medical education is essential for training primary health care personnel and enhancing public health responses. This edu...

Aug 15 2024 39149865
Simulation training in mammography with AI-generated images: a multireader study.

OBJECTIVES: The interpretation of mammograms requires many years of training and experience. Currently, training in mammography, like the rest of diag...

Aug 12 2024 39134745
Generative Artificial Intelligence and Large Language Models in Primary Care Medical Education.

Generative artificial intelligence and large language models are the continuation of a technological revolution in information processing that began w...

Aug 8 2024 39207784
Dual-stage feedback network for lightweight color image compression artifact reduction.

Lossy image coding techniques usually result in various undesirable compression artifacts. Recently, deep convolutional neural networks have seen enco...

Jul 22 2024 39068676
Digital Ink and Surgical Dreams: Perceptions of Artificial Intelligence-Generated Essays in Residency Applications.

INTRODUCTION: Large language models like Chat Generative Pre-Trained Transformer (ChatGPT) are increasingly used in academic writing. Faculty may cons...

Jul 22 2024 39042979
Reconciling shared versus context-specific information in a neural network model of latent causes.

It has been proposed that, when processing a stream of events, humans divide their experiences in terms of inferred latent causes (LCs) to support con...

Jul 22 2024 39039131
Flavonoid as a Potent Antioxidant: Quantitative Structure-Activity Relationship Analysis, Mechanism Study, and Molecular Design by Synergizing Molecular Simulation and Machine Learning.

In this work, a quantitative structure-antioxidant activity relationship of flavonoids was performed using a machine learning (ML) method. To achieve ...

Jul 18 2024 39023240
Curriculum Frameworks and Educational Programs in AI for Medical Students, Residents, and Practicing Physicians: Scoping Review.

BACKGROUND: The successful integration of artificial intelligence (AI) into clinical practice is contingent upon physicians' comprehension of AI princ...

Jul 18 2024 39023999
Groundwater health risk assessment and its temporal and spatial evolution based on trapezoidal fuzzy number-Monte Carlo stochastic simulation: A case study in western Jilin province.

The United States Environmental Protection Agency (USEPA) Four-step-Method (FSM) is a straightforward and extensively utilized tool for evaluating reg...

Jul 17 2024 39024949
MDFit: automated molecular simulations workflow enables high throughput assessment of ligands-protein dynamics.

Molecular dynamics (MD) simulation is a powerful tool for characterizing ligand-protein conformational dynamics and offers significant advantages over...

Jul 17 2024 39014286
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