Public Health & Policy

Medical Education

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

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Amortized template matching of molecular conformations from cryoelectron microscopy images using simulation-based inference.

Characterizing the conformational ensemble of biomolecular systems is key to understand their functions. Cryoelectron microscopy (cryo-EM) captures two-dimensional snapshots of biomolecular ensembles, giving in principle access to thermodynamics. However, these images are very noisy and show projections of the molecule in unknown orientations, making it very difficult to identify the biomolecule's...

Jun 4 2025 40465628

Innovation in endodontic education-cliché or necessity? A perspective on post-graduate training.

The concept of innovation in dental education often invites scepticism-is it merely a buzzword, or a true driver of progress? In Endodontics, the answer is clear: innovation is essential. As the field grapples with persistent challenges-including difficulty in recruiting and retaining qualified educators, rising student demand, and the lack of standardized global training-traditional pedagogical m...

Jun 3 2025 40457948
Tumor-specific draining lymph node CD8 T cells orchestrate an anti-tumor response to neoadjuvant PD-1 immune checkpoint blockade.

Elucidating the anti-tumor role of tumor-draining lymph nodes (tdLNs) in patients could offer critical mechanistic insight and shift therapeutic strat...

Jun 1 2025 40501950
Marathon Without a Finish Line: A Learner's Perspective on AI in Medical Education.

Artificial intelligence (AI) is rapidly evolving and increasingly being integrated into health care. Medical students and residents must develop a fou...

May 30 2025 40456136
Artificial intelligence 101: Building literacy with the AI-ABCs framework.

The rapid advancements of artificial intelligence (AI) in healthcare have triggered a significant literacy gap among nursing professionals, raising co...

May 29 2025 40446514
Reversible molecular simulation for training classical and machine-learning force fields.

The next generation of force fields for molecular dynamics will be developed using a wealth of data. Training systematically with experimental data re...

May 28 2025 40434635
Impact of generative artificial intelligence on the professional qualities curriculum and reflection essays during physician training.

The professional development curriculum is a vital component in physician training and is important for helping trainees develop as competent and refl...

May 28 2025 40434153
Structured experience shapes strategy learning and neural dynamics in the medial entorhinal cortex.

Animals can solve new, complex tasks by reusing and adapting what they've learned before. This kind of flexibility depends not just on having prior ex...

May 28 2025 40502753
Segmentation of the Left Ventricle and Its Pathologies for Acute Myocardial Infarction After Reperfusion in LGE-CMR Images.

Due to the association with higher incidence of left ventricular dysfunction and complications, segmentation of left ventricle and related pathologica...

May 26 2025 40418612
Efficient TD3 based path planning of mobile robot in dynamic environments using prioritized experience replay and LSTM.

To address the challenges of sample utilization efficiency and managing temporal dependencies, this paper proposes an efficient path planning method f...

May 26 2025 40419617
The Year in Graduate Medical Education: Selected Highlights from 2024.

This special article is the fourth in an annual series for the Journal of Cardiothoracic and Vascular Anesthesia that highlights significant literatur...

May 24 2025 40533281
Effectiveness of ChatGPT for Clinical Scenario Generation: A Qualitative Study.

INTRODUCTION: A growing area is the use of ChatGPT in simulation-based learning, a widely recognized methodology in medical education. This study aime...

May 24 2025 40487903
Learning to care, caring to learn: the evolving nature of medical education.

As Otago Medical School marks its 150th anniversary, this paper reflects on what it means to train doctors for both today and the decades ahead. It tr...

May 23 2025 40403329
Shining the Beam on the Next Generation: A Program Evaluation of a National Workshop Focusing on Medical Student Engagement in Radiation Oncology.

The rising cancer incidence has increased demand for radiation oncologists, surpassing current staffing expansion estimates. Enhancing radiation oncol...

May 23 2025 40408068
Performance of Machine Learning Models in Predicting 30-Day General Medicine Readmissions Compared to Traditional Approaches in Australian Hospital Setting.

: Hospital readmissions are a key quality metric impacting both patient outcomes and healthcare costs. Traditional logistic regression models, includi...

May 23 2025 40508837
Potential Function-Based Molecular Dynamics Simulation of Al-Cu-Li Alloys and Comparison with Experiments.

Due to their excellent specific strength and lightweight characteristics, Al-Cu-Li alloys are widely used in aerospace applications. The newly develop...

May 22 2025 40508419
Generative Artificial Intelligence Innovations in Dental Education: Easing Faculty Workloads.

Faculty in dental and health professions education face growing workloads, leading to stress, burnout, and attrition. To address these challenges, Lar...

May 21 2025 40399756
Artificial Intelligence vs Human Authorship in Spine Surgery Fellowship Personal Statements: Can ChatGPT Outperform Applicants?

Study DesignA comparative analysis of AI-generated vs human-authored personal statements for spine surgery fellowship applications.ObjectiveTo assess ...

May 20 2025 40392947
The Data-Augmented, Technology-Assisted Medical Decision Making (DATA-MD) Curriculum: A Machine Learning and Artificial Intelligence Curriculum for Clinical Trainees.

PROBLEM: Despite the rapidly expanding role of artificial intelligence (AI) and machine learning (ML) in health care, a significant knowledge gap rema...

May 19 2025 40378182
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