Public Health & Policy

Medical Education

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

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[Robot-assisted surgery as an elective-fascinating lesson(s)?].

BACKGROUND: Even though robot-assisted operations have evolved to a standard procedure in surgery, they are underrepresented in the curriculum of current medical students.

Jan 17 2022 35037971

A Critical Period for Robust Curriculum-Based Deep Reinforcement Learning of Sequential Action in a Robot Arm.

Many everyday activities are sequential in nature. That is, they can be seen as a sequence of subactions and sometimes subgoals. In the motor execution of sequential action, context effects are observed in which later subactions modulate the execution of earlier subactions (e.g., reaching for an overturned mug, people will optimize their grasp to achieve a comfortable end state). A trajectory (mov...

Jan 10 2022 35005844
Domain generalization on medical imaging classification using episodic training with task augmentation.

Medical imaging datasets usually exhibit domain shift due to the variations of scanner vendors, imaging protocols, etc. This raises the concern about ...

Dec 24 2021 34971982
Essential updates 2020/2021: Current topics of simulation and navigation in hepatectomy.

With the development of three-dimensional (3D) simulation software, preoperative simulation technology is almost completely established. The remaining...

Dec 23 2021 35261944
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology.

Physics-based analyses have the potential to consolidate and substantiate medical diagnoses in rhinology. Such methods are frequently subject to inten...

Dec 23 2021 34950998
A novel approach on water resource management with Multi-Criteria Optimization and Intelligent Water Demand Forecasting in Saudi Arabia.

Ever-increasing demands for freshwater resources have elevated the likelihood of severe water stress in several places of Saudi Arabia during the last...

Dec 21 2021 34951989
Application of Neural Network Algorithm Combined with Bee Colony Algorithm in English Course Recommendation.

The traditional BP neural network has the disadvantages of easy falling into local minimum and slow convergence speed. Aiming at the shortcomings of B...

Dec 20 2021 34966421
Efficient anomaly detection from medical signals and images with convolutional neural networks for Internet of medical things (IoMT) systems.

Deep learning is one of the most promising machine learning techniques that revolutionalized the artificial intelligence field. The known traditional ...

Dec 18 2021 34506081
Physical Human-Robot Interaction Using HandsOn-SEA: An Educational Robotic Platform With Series Elastic Actuation.

For gaining proficiency in physical human-robot interactions, it is crucial for engineering students to be provided with the opportunity to gain hands...

Dec 16 2021 34010136
Application of Multidirectional Mutation Genetic Algorithm and Its Optimization Neural Network in Intelligent Optimization of English Teaching Courses.

Aiming at the problems existing in the traditional teaching mode, this paper intelligently optimizes English teaching courses by using multidirectiona...

Dec 10 2021 34925487
Virtual Reality Simulation Has Weak Correlation with Overall Trainee Robot-Assisted Laparoscopic Hysterectomy Performance.

STUDY OBJECTIVE: Both simulator practice and intraoperative performance serve to inform surgical trainee training, but the skill transfer from simulat...

Dec 9 2021 34896658
DeepCME: A deep learning framework for computing solution statistics of the chemical master equation.

Stochastic models of biomolecular reaction networks are commonly employed in systems and synthetic biology to study the effects of stochastic fluctuat...

Dec 8 2021 34879062
Application of Artificial Intelligence in Medicine: An Overview.

Artificial intelligence (AI) is a new technical discipline that uses computer technology to research and develop the theory, method, technique, and ap...

Dec 6 2021 34874486
The Importance of the Institution of a Robotic Curriculum on Resident Training and Performance.

In 2018, general surgery topped the number of robotic cases. Over 90% of residents participate, but only 65% of programs have a formal curriculum, and...

Dec 2 2021 34854772
Overcoming Challenges of Applying Reinforcement Learning for Intelligent Vehicle Control.

Reinforcement learning (RL) is a booming area in artificial intelligence. The applications of RL are endless nowadays, ranging from fields such as med...

Nov 25 2021 34883832
Higher Education Curriculum Evaluation Method Based on Deep Learning Model.

Higher education plays an important role in the improvement of people's quality and the development of our country. Therefore, it is necessary to eval...

Nov 24 2021 34868300
When Do We Need Massive Computations to Perform Detailed COVID-19 Simulations?

The COVID-19 pandemic has infected over 250 million people worldwide and killed more than 5 million as of November 2021. Many intervention strategies ...

Nov 23 2021 35441122
Dual-Input and Multi-Channel Convolutional Neural Network Model for Vehicle Speed Prediction.

With the development of technology, speed prediction has become an important part of intelligent vehicle control strategies. However, the time-varying...

Nov 22 2021 34833843
Robust fuzzy sliding mode controller for a skid-steered vehicle subjected to friction variations.

Skid-steered vehicles (SSV) are gaining huge importance in the market due to their applications like construction, agricultural work, material handlin...

Nov 16 2021 34784368
Simulation and beyond - Principles of effective obstetric training.

Simulation training provides a safe, non-judgmental environment where members of the multi-professional team can practice both their technical and non...

Nov 15 2021 34866004
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