Public Health & Policy

Medical Education

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

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High-efficient Bloch simulation of magnetic resonance imaging sequences based on deep learning.

. Bloch simulation constitutes an essential part of magnetic resonance imaging (MRI) development. However, even with the graphics processing unit (GPU) acceleration, the heavy computational load remains a major challenge, especially in large-scale, high-accuracy simulation scenarios. This work aims to develop a deep learning-based simulator to accelerate Bloch simulation.. The simulator model, cal...

Apr 3 2023 36921351

The rise of ChatGPT: Exploring its potential in medical education.

The integration of artificial intelligence (AI) into medical education has the potential to revolutionize the way students learn about biomedical sciences. Large language models, such as ChatGPT, can serve as virtual teaching assistants, providing students with detailed and relevant information and perhaps eventually interactive simulations. ChatGPT has the potential to increase student engagement...

Mar 28 2023 36916887
Teaching robotic cystectomy: prospective pilot clinical validation of the ERUS training curriculum.

OBJECTIVE: To provide the first clinical validation of the European Association of Urology Robotic Urology Section (ERUS) curriculum for training in r...

Mar 26 2023 36815233
Influence of artificial intelligence in education on adolescents' social adaptability: The mediatory role of social support.

Artificial intelligence (AI) is widely used in the field of education at present, but people know little about its possible impacts, especially on the...

Mar 17 2023 36930593
Impact of educational video on performance in robotic simulation training (TAKUMI-1): a randomized controlled trial.

The use of virtual reality for simulations plays an important role in the initial training for robotic surgery. This randomized controlled trial aimed...

Mar 11 2023 36905486
How can machine learning and multiscale modeling benefit ocular drug development?

The eyes possess sophisticated physiological structures, diverse disease targets, limited drug delivery space, distinctive barriers, and complicated b...

Mar 10 2023 36906232
Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations.

Machine learning methods are widely used within the medical field. However, the reliability and efficacy of these models is difficult to assess, makin...

Feb 23 2023 36821544
Modeling Production-Living-Ecological Space for Chengdu, China: An Analytical Framework Based on Machine Learning with Automatic Parameterization of Environmental Elements.

Cities worldwide are facing the dual pressures of growing population and land expansion, leading to the intensification of conflicts in urban producti...

Feb 22 2023 36900922
Artificial intelligence-enabled simulation of gluteal augmentation: A helpful tool in preoperative outcome simulation?

BACKGROUND: While the buttock region is considered an esthetic hallmark, the Brazilian butt lift (BBL) remains controversially discussed in the plasti...

Feb 9 2023 37001299
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning.

Orthognathic surgery corrects jaw deformities to improve aesthetics and functions. Due to the complexity of the craniomaxillofacial (CMF) anatomy, ort...

Feb 2 2023 35657829
Simulation-to-real generalization for deep-learning-based refraction-corrected ultrasound tomography image reconstruction.

. The image reconstruction of ultrasound computed tomography is computationally expensive with conventional iterative methods. The fully learned direc...

Jan 27 2023 36577143
Control and study of bio-inspired quadrupedal gaits on an underactuated miniature robot.

This paper presents a linear quadratic Gaussian (LQG) controller for controlling the gait of a miniature, foldable quadruped robot with individually a...

Jan 25 2023 36608346
Video-based formative and summative assessment of surgical tasks using deep learning.

To ensure satisfactory clinical outcomes, surgical skill assessment must be objective, time-efficient, and preferentially automated-none of which is c...

Jan 19 2023 36658186
Identification of light nonaqueous phase liquid groundwater contamination source based on empirical mode decomposition and deep learning.

The simulation optimization method was used to the identification of light nonaqueous phase liquid (LNAPL) groundwater contamination source (GCS) with...

Dec 30 2022 36585581
Doctors in Medical Data Sciences: A New Curriculum.

Machine Learning (ML), a branch of Artificial Intelligence, which is competing with human experts in many specialized biomedical fields and will play ...

Dec 30 2022 36612994
Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning.

Finite element methods (FEM) are popular approaches for simulation of soft tissues with elastic or viscoelastic behavior. However, their usage in real...

Dec 27 2022 36599223
Profiling Physical Fitness of Physical Education Majors Using Unsupervised Machine Learning.

The academic curriculum has shown to promote sedentary behavior in college students. This study aimed to profile the physical fitness of physical educ...

Dec 22 2022 36612474
Parallel, component training in robotic total mesorectal excision.

There has been widespread adoption of robotic total mesorectal excision (TME) for rectal cancer in recent years. There is now increasing interest in t...

Dec 14 2022 36515819
Self-regulated learning and the future of diagnostic reasoning education.

Diagnostic reasoning is a foundational ability of health professionals. The goal of enhancing clinical reasoning education is improved diagnostic accu...

Dec 8 2022 36476651
Robotic training for medical students: feasibility of a pilot simulation curriculum.

While robotic procedures are growing rapidly, medical students have a limited role in robotic surgeries. Curricula are needed to enhance engagement. W...

Dec 6 2022 36472723
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