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Dat Q. Tran
Researcher at Linköping University
Publications - 149
Citations - 8957
Dat Q. Tran is an academic researcher from Linköping University. The author has contributed to research in topics: FOXP3 & Lactobacillus reuteri. The author has an hindex of 37, co-authored 137 publications receiving 7706 citations. Previous affiliations of Dat Q. Tran include University of Southern California & University of California, Berkeley.
Papers
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Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels
TL;DR: In this article, a multi-label classification framework based on deep convolutional neural networks (CNNs) was proposed for diagnosing the presence of 14 common thoracic diseases and observations.
Journal ArticleDOI
Mechanisms of polyethylene glycol 400 permeability of perfused rat intestine
Pavel Krugliak,Daniel Hollander,Thomas Y. Ma,Dat Q. Tran,Violetta D. Dadufalza,Kent D. Katz,K. Le +6 more
TL;DR: It is demonstrated that PEG 400 is absorbed by both passive diffusion and by solvent drag, with the latter accounting for a greater fraction of the absorptive drive under normal conditions.
Journal ArticleDOI
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Sharib Ali,Mariia Dmitrieva,Noha M. Ghatwary,Sophia Bano,Gorkem Polat,Alptekin Temizel,Adrian Krenzer,Amar Hekalo,Yun Bo Guo,Bogdan J. Matuszewski,Mourad Gridach,Irina Voiculescu,Vishnusai Yoganand,Arnav Chavan,Aryan Raj,Nhan Trung Nguyen,Dat Q. Tran,Lê Duy Huynh,Nicolas Boutry,Shahadate Rezvy,Haijian Chen,Yoon-Ho Choi,Anand Subramanian,Velmurugan Balasubramanian,Xiaohong W. Gao,Hongyu Hu,Yusheng Liao,Danail Stoyanov,Christian Daul,Stefano Realdon,Renato Cannizzaro,Dominique Lamarque,Terry Tran-Nguyen,Adam A. Bailey,Barbara Braden,James E. East,Jens Rittscher +36 more
TL;DR: The Endoscopy Computer Vision Challenge (EndoCV) as discussed by the authors is a crowd-sourcing initiative to address eminent problems in developing reliable computer aided detection and diagnosis endoscopy systems and suggest a pathway for clinical translation of technologies.
Posted Content
VinDr-CXR: An open dataset of chest X-rays with radiologist's annotations
László György,Ha Q. Nguyen,Khanh Lam,Linh Le,Hieu H. Pham,Dat Q. Tran,Dung B. Nguyen,Dung D. Le,Chi M. Pham,Hang T. T. Tong,Diep H. Dinh,Cuong D. Do,Luu T. Doan,Cuong Ngoc Nguyen,Binh Thanh Nguyen,Que V. Nguyen,Au D. Hoang,Hien N. Phan,Anh Nguyen,Phuong H. Ho,Dat T. Ngo,Nghia T. Nguyen,Nhan Trung Nguyen,Minh Dao,Van Tan Vu +24 more
TL;DR: In this paper, the authors describe a dataset of more than 100,000 chest X-ray scans that were retrospectively collected from two major hospitals in Vietnam and release 18,000 images that were manually annotated by a total of 17 experienced radiologists with 22 local labels of rectangles surrounding abnormalities and 6 global labels of suspected diseases.
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The inhibition of estrogen receptor-mediated responses by chloro-S-triazine-derived compounds is dependent on estradiol concentration in yeast
TL;DR: The results suggest that the ability of the triazines to inhibit estrogen receptor-mediated responses in yeast occur through their interaction with hER and is dependent on the concentration of estradiol.