Decoders configurations based on Unet family and feature pyramid network for COVID-19 segmentation on CT images

Autor: Hai Thanh Nguyen, Toan Bao Tran, Huong Hoang Luong, Tuan Khoi Nguyen Huynh

Publikováno v: PeerJ Computer Science, Vol 7, p e719 (2021)

Coronavirus Disease 2019 (COVID-19) pandemic has been ferociously destroying global health and economics. According to World Health Organisation (WHO), until May 2021, more than one hundred million infected cases and 3.2 million deaths have been repo

Externí odkaz: https://doaj.org/article/f4e352989ad74ed29d5272e5f3864eae

Feature Selection Based on a Shallow Convolutional Neural Network and Saliency Maps on Metagenomic Data

Autor: Toan Bao Tran, Hai Thanh Nguyen, Nhi Yen Kim Phan

Publikováno v: Lecture Notes in Electrical Engineering ISBN: 9789813363847

In recent years, personalized medicine has been discovered by scientists to improve existing curative methods. These studies are mainly performed on metagenomic datasets which is the large dataset related to many human diseases, especially genetic da

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::68c595186c23d69b43297a7c004993d6
https://doi.org/10.1007/978-981-33-6385-4_10

Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning

Autor: Phuong T. Nguyen, Linh T. Duong, Toan Bao Tran, Nhi H. Le, Vuong M. Ngo

Tuberculosis (TB) caused by Mycobacterium tuberculosis is a contagious disease which is among the top deadly diseases in the world. Research in Medical Imaging has been done to provide doctors with techniques and tools to early detect, monitor and di

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e63b77a59b6c46db1a642bf86c80f223
http://hdl.handle.net/11697/183213

Genome-Wide Association Analysis for Oat Genetics Using Support Vector Machines

Autor: Toan Bao Tran, Hiep Xuan Huynh, Hai Thanh Nguyen, Quyen Ngoc Pham

Publikováno v: Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications ISBN: 9789813343696
FDSE (CCIS Volume)

An approach, namely genome-wide association study (GWAS), is usually deployed in genetics research to associate specific genetic variations with particular diseases. This method can be scanning the genomes from a vast of sources and looking for genet

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bc95d6c05e2208a555ec1e6d03cb85a0
https://doi.org/10.1007/978-981-33-4370-2_33

Explanation of the Convolutional Neural Network Classifying Chest X-Ray Images Supporting Pneumonia Diagnosis

Autor: Hiep Xuan Huynh, Hai Thanh Nguyen, Toan Bao Tran, Hoang Thanh Huynh

Publikováno v: EAI Endorsed Transactions on Context-aware Systems and Applications, Vol 7, Iss 21 (2020)

Medical images are valuable sources for disease diagnosis. Besides, advancements in deep learning in recent years have been supporting disease diagnosis methods based on images to obtain numerous achievements. However, deep learning algorithms still

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b478dfb08d09b78f31e63117fd51f3be
https://doi.org/10.4108/eai.13-7-2018.165349