With the continuous development of science and technology, a variety of advanced science and technology and equipment have been gradually started in education and teaching, which can improve the teaching efficiency an...
详细信息
In today's rapidly evolving educational landscape, the integration of technology has become increasingly prevalent, reshaping traditional teaching and learning paradigms. The integration of Information and Communi...
详细信息
There are some problems in the traditional teaching model, such as outdated teaching concepts and lack of advanced thinking, innovation, and challenge. In order to solve these problem, the teaching team has conducted ...
详细信息
Today, modern teaching relies heavily on the use of different software solutions, and modern teaching processes partly require the application of home learning concepts, which imply the application of those software s...
详细信息
The classroom teaching of electronic information engineering technology is the base where students have just come into contact with electronic information technology and learn its basic knowledge. Therefore, the class...
详细信息
The brachial plexus block is an ultrasound image-guided regional anesthesia technique. It involves injecting local anesthetics into or around the brachial plexus to induce numbness in the upper limb, facilitating pain...
详细信息
ISBN:
(纸本)9798350370058;9798350370164
The brachial plexus block is an ultrasound image-guided regional anesthesia technique. It involves injecting local anesthetics into or around the brachial plexus to induce numbness in the upper limb, facilitating painless surgeries. Due to the difficulty in achieving clear visualizations of nerves in ultrasound images, this procedure is typically administered by highly trained anesthetists. Therefore, the limited availability of such skilled professionals constrain the widespread performance of these anesthesia procedures. Recent advancements in deep learning-based image segmentation methods, such as U-Net architecture, can potentially solve the segmentation of nerves in ultrasound images. This paper proposes an improved deep learning-based approach to segment brachial plexus nerve trunks in ultrasound images. We improved U-Net architecture by adding a residual block and a naive inception block, achieving a dice coefficient of 0.66. However, the computational complexity of deep learning methods presents a challenge to achieve real-time segmentation using edge computing. As a solution, we deployed the model in Xilinx KV260 multi-processor system on chip (MPSOC) to accelerate the image segmentation.
Considering the proportion of stylistic skills in language communication, this article combines the characteristics of Chinese and needs to establish a correct positioning in teaching Chinese as a foreign language. Th...
详细信息
Online education has become a crucial part of the modern educational landscape. However, maintaining student engagement and attentiveness in virtual classrooms can be challenging. This paper proposes a system that use...
详细信息
Quantum Machine learning (QML) leverages quantum mechanical properties to enhance computational capabilities. With its emergence, there is a need to integrate QML models into machine learning pipelines for real-life a...
详细信息
ISBN:
(纸本)9798331541378
Quantum Machine learning (QML) leverages quantum mechanical properties to enhance computational capabilities. With its emergence, there is a need to integrate QML models into machine learning pipelines for real-life applications such as image processing. While standalone programs exist to demonstrate the performance of QML models, a well-defined model workflow is noticeably absent. We present piQture, an open-source Python and Qiskit-based library that streamlines the implementation and training of QML models tailored for image processing. Its design and structure prioritize usability among users familiar with classical machine learning without prior QML experience.
The educational process is enriched when transformed to merge creativity, collaboration, knowledge, and expression into a student-centered teaching-learning plan that transcends traditional classroom boundaries. The p...
详细信息
ISBN:
(纸本)9798350366716;9798350366709
The educational process is enriched when transformed to merge creativity, collaboration, knowledge, and expression into a student-centered teaching-learning plan that transcends traditional classroom boundaries. The present study aims to present the experience of a learning session applying the active project-based learning (PBL) methodology, where 50 systems and computer engineering students presented 15 educational chatbot projects. In the project's development, the SCRUM project management framework was used as the course lasted eight weeks. The project guidelines were provided at the beginning of class after elaborating on an activity guide (responsibilities of the teacher and student, guides, presentations, and activities). The results were the participation of the students in developing the educational chatbot projects in the course and developing soft and hard skills through teamwork and presentations. It is concluded that the PBL methodology allows students to participate actively and collaboratively in the Virtual Classroom according to their abilities and skills to achieve the objective set;thus, the university prepares the students with the necessary competencies for their graduation, allowing them to perform effectively in the world of work because they learn to develop projects in real situations. The proper incorporation of the active PBL methodology in the virtual course of Project Workshop 2 contributed to the student's achievement of learning outcomes.
暂无评论