AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function

Autor: Tri-Cong Pham, Chi-Mai Luong, Van-Dung Hoang, Antoine Doucet

Publikováno v: Scientific Reports, Vol 11, Iss 1, Pp 1-13 (2021)

Abstract Melanoma, one of the most dangerous types of skin cancer, results in a very high mortality rate. Early detection and resection are two key points for a successful cure. Recent researches have used artificial intelligence to classify melanoma

Externí odkaz: https://doaj.org/article/cf0870ad10214c32b722e2edc72aa7af

An Innovative and Smart Agriculture Platform for Improving the Coffee Value Chain and Supply Chain

Autor: Van Duy Nguyen, Tri Cong Pham, Chi Hieu Le, Thanh Trung Huynh, Tan Hung Le, Michael Packianather

Publikováno v: Machine Learning and Mechanics Based Soft Computing Applications ISBN: 9789811964497

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::83a927a1596c0731bd697e7503b213ab
https://doi.org/10.1007/978-981-19-6450-3_19

Evaluating the Deep Convolutional Neural Network for Thyroid Nodule Detection on Vietnamese Ultrasound Dataset

Autor: Trong-Bach Phan, Tri-Cong Pham, Van-Dung Hoang, Cong-Thanh Tran, Antonie Doucet, Quang-Hoa Nguyen, Chi-Mai Luong, Tran-Tien Bui, Van-Giang Bui

Publikováno v: Advances in Intelligent Information Hiding and Multimedia Signal Processing ISBN: 9789813367562

Nowadays, computer-aided diagnosis (CAD) systems play an important role in supporting doctors and improving the performance of thyroid nodule detection which able to reduce the physician’s examination burden. In addition, medical data have certain

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::773be8cce73c93a487b1481faf571a7a
https://doi.org/10.1007/978-981-33-6757-9_45

Improving binary skin cancer classification based on best model selection method combined with optimizing full connected layers of Deep CNN

Autor: Duy Anh Mai, Cong Thanh Tran, Van-Dung Hoang, Minh Sao Khue Luu, Chi Mai Luong, Tri Cong Pham, Antoine Doucet

Publikováno v: 2020 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)
2020 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), Oct 2020, Ha Noi, Vietnam. ⟨10.1109/MAPR49794.2020.9237778⟩
MAPR

International audience; Melanoma is one of the most dangerous skin cancers, leading to high mortality rates. Early detection and resection are two important steps to reduce mortality. Recently, several studies have used artificial intelligence to sol

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80c2261a2d1a3d5475e5656dd9defc82
https://hal.archives-ouvertes.fr/hal-03026929

Meta-analysis of computational methods for breast cancer classification

Autor: Tri Cong Pham, Van-Dung Hoang, Chi Mai Luong, Duc-Hau Le, Antoine Doucet, Diem Phuc Tran

Publikováno v: International Journal of Intelligent Information and Database Systems
International Journal of Intelligent Information and Database Systems, Inderscience, 2020, 13 (1), pp.89. ⟨10.1504/IJIIDS.2020.108226⟩

Millions of women are suffering from breast cancer pressing burden on their shoulders and the global economy. Meanwhile, general treatment methods are applied without considering personalised health and genetic features. Artificial intelligence appea

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::082ff60ef3b3f01cc7150154f24e9341
https://hal.archives-ouvertes.fr/hal-03026972