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Assessing the clinical reliability of deep learning models in breast thermography: an exploratory study using explainable AIInfrared thermography is a promising non-invasive modality for breast cancer screening. However, ensuring the clinical reliability of deep learning models under small-data conditions remains... Author: Dung Tran Ngoc, Son Pham Nam, Binh Do Khoa, Nam Le Hai, Hoang Nguyen Minh, Hoc Pham Xuan Keyword: breast cancer diagnosis infrared thermography deep learning Explainable AI (XAI) Clinical reliability Model interpretability
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An effective malware classification method based on byte-to-image transformation and integration of the vision transformer modelMalware classification is a critical problem in cybersecurity, characterized by numerous challenges due to the complexity and diversity of malware variants. In this study, we propose a novel approach... Author: Thuy Nguyen Thi Thu, Linh Do Thi Hong, Ha Hoang Thi Hong, Cuc Pham Thi, Binh Pham Anh Keyword: Malware Classification Vision Transformer (ViT) Bytecode Image Representation Deep Learning Self-Attention
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Real-time pothole detection and multi-class classification for intelligent transportation systems using YOLOv8Potholes are among the most common and hazardous types of pavement defects, significantly impacting road safety, vehicle durability, and infrastructure maintenance costs. This study proposes an... Author: Tran Long Van, Vinh Nguyen The Keyword: Pothole detection YOLOv8 Computer vision Deep learning Autonomous vehicles Smart transportation
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Research on the possibility of transforming starch by oxidation and its application as materials for a green futureIn the current global context, there is an increasing focus on environmentally friendly and safe solutions, and the exploitation of biodegradable resources is becoming extremely urgent. Research on... Author: Lê Thị Mỹ Châu, Tuyet Dang Thi Anh, Tam Vo Thi My, Hòa Chu Thị Hiền, Lan Nguyen Thi, Trung Pham Dinh Nhat Keyword: Shapeshifting green materials starch rice straws KMnO4
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Using Infographics in organizing activities to explore Stone Carving (Non Nuoc Stone Village) to develop qualities in elementary studentsA new point in the 2018 General Education Program focuses on integrating national cultural education content into Social Science subjects and experiential activities. Using Infographics in teaching is... Author: Trang Dung Thi Phuong, Bùi Thuy Thu, Luu Khang Tang Phuc Keyword: cultural value experience activities infographic grade 4 primary
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Scientific research oriented designing the teaching topics of STEM education in high schoolsTeaching STEM topics with a research-oriented approach aims to guide students in outlining the process of a well-executed scientific research project. It helps students ignite their passion for... Author: Bui Hong Van, Quynh Anh Pham Thi Keyword: Research-Based Learning teaching the STEM topics design teaching artificial Intelligence Internet of Things
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Traditional village self-governance institutions in the Thanh region: a study of the Hương Ước of Như Áng village, Tuần La canton, Ngọc Sơn district, Tĩnh Gia prefecture, enacted in the fifth year of Minh Mệnh’s reign (1824)Through a comprehensive analysis of the Hương ước (village convention) of Như Áng village, Tuần La canton, Ngọc Sơn district, Tĩnh Gia prefecture - established in the 5th year of Minh Mệnh's reign... Author: Mai Phuong Ngoc, Thái Trần Thị Keyword: Self-governance village institutions Hương ước Thanh region Như Áng
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BiDAF model in sentiment analysis taskSentiment analysis is a critical job in natural language processing. Controlling and evaluating customer feedback on their goods is a task that companies are especially interested in. For reading... Author: Huế Lương Thị Minh Keyword: Natural language processing; LSTM; deep learning; machine learning; BiDAF.
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Utilizing immune signatures for breast cancer subtyping in treatment approachesBreast cancer, a prevalent form of cancer in women, presents various categories that pose challenges in defining specific treatment approaches. Immunohistochemistry, a combination of immunology and... Author: An Nguyen Thi Giang Keyword: Breast cancer; Immunohistochemistry; Her2/neu ER/PR.
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Application of interactive teaching method in programming engineering course for students of the Faculty of Information Technology, University of Information and Communication Technology, Thai Nguyen UniversityInteractive teaching methods have been receiving attention in application to innovate teaching methods in education and training, especially in training human resources in technical fields. With the... Author: Quy Duong Thi, Minh Trần Duy Minh Duy Keyword: Teaching methods interactive teaching applictions programming techniques information technology
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