Zobrazeno 1 - 10
of 324
pro vyhledávání: '"Nguyen Quoc Khánh"'
Autor:
Nguyen, Quoc Khanh, Nguyen, Truong Thanh Hung, Nguyen, Vo Thanh Khang, Truong, Van Binh, Phan, Tuong, Cao, Hung
To address the challenges of providing quick and plausible explanations in Explainable AI (XAI) for object detection models, we introduce the Gaussian Class Activation Mapping Explainer (G-CAME). Our method efficiently generates concise saliency maps
Externí odkaz:
http://arxiv.org/abs/2404.13417
Autor:
Nguyen, Thanh-Huy, Kha, Quang Hien, Truong, Thai Ngoc Toan, Lam, Ba Thinh, Ngo, Ba Hung, Dinh, Quang Vinh, Le, Nguyen Quoc Khanh
In recent years, many mammographic image analysis methods have been introduced for improving cancer classification tasks. Two major issues of mammogram classification tasks are leveraging multi-view mammographic information and class-imbalance handli
Externí odkaz:
http://arxiv.org/abs/2309.03506
Autor:
Nguyen, Quoc Khanh, Nguyen, Truong Thanh Hung, Nguyen, Vo Thanh Khang, Truong, Van Binh, Cao, Quoc Hung
Nowadays, deep neural networks for object detection in images are very prevalent. However, due to the complexity of these networks, users find it hard to understand why these objects are detected by models. We proposed Gaussian Class Activation Mappi
Externí odkaz:
http://arxiv.org/abs/2306.03400
Autor:
Truong, Van Binh, Nguyen, Truong Thanh Hung, Nguyen, Vo Thanh Khang, Nguyen, Quoc Khanh, Cao, Quoc Hung
Recent advances in Artificial Intelligence (AI) technology have promoted their use in almost every field. The growing complexity of deep neural networks (DNNs) makes it increasingly difficult and important to explain the inner workings and decisions
Externí odkaz:
http://arxiv.org/abs/2306.02744
Autor:
Nguyen, Truong Thanh Hung, Truong, Van Binh, Nguyen, Vo Thanh Khang, Cao, Quoc Hung, Nguyen, Quoc Khanh
The ability to explain the prediction of deep learning models to end-users is an important feature to leverage the power of artificial intelligence (AI) for the medical decision-making process, which is usually considered non-transparent and challeng
Externí odkaz:
http://arxiv.org/abs/2303.04731
Publikováno v:
In Methods December 2024 232:81-88
Publikováno v:
In Methods December 2024 232:65-71
Publikováno v:
In Computational and Structural Biotechnology Journal December 2024 23:1864-1876
Publikováno v:
In Computers in Biology and Medicine August 2024 178
Autor:
Karolcik, Stefan, Manginas, Vasileos, Chanh, Ho Quang, Daniels, John, Giang, Nguyen Thi, Huyen, Vu Ngo Thanh, Hoang, Minh Tu Van, Phan Nguyen Quoc, Khanh, Hernandez, Bernard, Ming, Damien K., Nguyen Van, Hao, Phan, Tu Qui, Trieu, Huynh Trung, Luong Thi Hue, Tai, Holmes, Alison H., Thwaites, Louise, Phan Vinh, Tho, Yacoub, Sophie, Georgiou, Pantelis
Publikováno v:
In eBioMedicine June 2024 104