Public Health & Policy

Medical Education

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

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Hybrid wavelet-gene expression programming and wavelet-support vector machine models for rainfall-runoff modeling.

It is critical to use research methods to collect and regulate surface water to provide water while avoiding damage. Following accurate runoff prediction, principled planning for optimal runoff is implemented. In recent years, there has been an increase in the use of machine learning approaches to model rainfall-runoff. In this study, the accuracy of rainfall-runoff modeling approaches such as sup...

Dec 1 2022 36579879

Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multiobjective Evolutionary Algorithm.

An important challenge in reinforcement learning is to solve multimodal problems, where agents have to act in qualitatively different ways depending on the circumstances. Because multimodal problems are often too difficult to solve directly, it is often helpful to define a curriculum, which is an ordered set of subtasks that can serve as the stepping stones for solving the overall problem. Unfortu...

Jun 1 2022 34818410
Artificial Intelligence Competencies in Postgraduate Medical Training in Germany.

Routine medical care is to be transformed by the introduction of artificial intelligence (AI), requiring medical professionals to acquire a novel set ...

May 25 2022 35612209
An efficient curriculum learning-based strategy for molecular graph learning.

Computational methods have been widely applied to resolve various core issues in drug discovery, such as molecular property prediction. In recent year...

May 13 2022 35368074
A "Bumper-Car" Curriculum for Teaching Deep Learning to Radiology Residents.

RATIONALE AND OBJECTIVES: Our goal was to create an artificial intelligence (AI) training curriculum for residents that taught them to create, train, ...

May 1 2022 35379477
An inductive transfer learning force field (ITLFF) protocol builds protein force fields in seconds.

Accurate simulation of protein folding is a unique challenge in understanding the physical process of protein folding, with important implications for...

Mar 10 2022 35039818
Accurate flexible refinement for atomic-level protein structure using cryo-EM density maps and deep learning.

With the rapid progress of deep learning in cryo-electron microscopy and protein structure prediction, improving the accuracy of the protein structure...

Mar 10 2022 35152277
Artificial Intelligence for Education, Proctoring, and Credentialing in Cardiovascular Medicine.

Artificial intelligence and machine learning are rapidly gaining popularity in every aspect of cardiovascular medicine. This review discusses the past...

Mar 1 2022 35481865
Learning curves in robot-assisted spine surgery: a systematic review and proposal of application to residency curricula.

OBJECTIVE: Spine robots have seen increased utilization over the past half decade with the introduction of multiple new systems. Market research expec...

Jan 1 2022 34973673
Trial Approach for Biomedical Products: A Regulatory Perspective.

The modern pharmaceutical industry is transitioning from traditional methods to advanced technologies like artificial intelligence. In the current sce...

Jan 1 2022 34986768
Artificial intelligence in healthcare: Should it be included in the medical curriculum? A students' perspective.

The application of artificial intelligence (AI) in healthcare has increased due to rapid digitization and integration of computer science in all field...

Jan 1 2022 36039630
Past, present, and future of surgical simulation and perspective of a developing country: A narrative review.

Healthcare systems around the globe have been revolutionised in the last few decades, resulting in a greater need and demand for surgical education ou...

Dec 1 2021 35150536
Development and Validation of a Machine Learning-Based Decision Support Tool for Residency Applicant Screening and Review.

PURPOSE: Residency programs face overwhelming numbers of residency applications, limiting holistic review. Artificial intelligence techniques have bee...

Nov 1 2021 34348383
Kinematic and Workspace Analysis of the Master Robot in the Sina Robotic Telesurgery System.

Robotic telesurgery systems, including master and slave robots, have emerged in recent years to provide benefits for both surgeons and patients. Surge...

Nov 1 2021 34892279
[Research on Self-perception and Active Warning Model of Medical Equipment Operation and Maintenance Status Based on Machine Learning Algorithm].

The panoramic perception of medical equipment operation and maintenance status is the basic guarantee for the implementation of smart medical care, th...

Sep 30 2021 34628777
Enhancing trust in AI through industry self-governance.

Artificial intelligence (AI) is critical to harnessing value from exponentially growing health and healthcare data. Expectations are high for AI solut...

Jul 14 2021 33895824
Machine Scoring of Medical Students' Written Clinical Reasoning: Initial Validity Evidence.

PURPOSE: Developing medical students' clinical reasoning requires a structured longitudinal curriculum with frequent targeted assessment and feedback....

Jul 1 2021 33637657
Modeling multi-species RNA modification through multi-task curriculum learning.

N6-methyladenosine (m6A) is the most pervasive modification in eukaryotic mRNAs. Numerous biological processes are regulated by this critical post-tra...

Apr 19 2021 33744973
Trust and medical AI: the challenges we face and the expertise needed to overcome them.

Artificial intelligence (AI) is increasingly of tremendous interest in the medical field. How-ever, failures of medical AI could have serious conseque...

Mar 18 2021 33340404
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