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Your search keyword '"Trang, LE Thi Thuy"' showing total 8 results
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8 results on '"Trang, LE Thi Thuy"'

2. Performance Evaluation of Deep Generative Models for Generating Hand-Written Character Images

Author

Mondal, Tanmoy, Trang, LE Thi Thuy, Coustaty, Mickaël, and Ogier, Jean-Marc

Subjects
Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing
Abstract

There have been many work in the literature on generation of various kinds of images such as Hand-Written characters (MNIST dataset), scene images (CIFAR-10 dataset), various objects images (ImageNet dataset), road signboard images (SVHN dataset) etc. Unfortunately, there have been very limited amount of work done in the domain of document image processing. Automatic image generation can lead to the enormous increase of labeled datasets with the help of only limited amount of labeled data. Various kinds of Deep generative models can be primarily divided into two categories. First category is auto-encoder (AE) and the second one is Generative Adversarial Networks (GANs). In this paper, we have evaluated various kinds of AE as well as GANs and have compared their performances on hand-written digits dataset (MNIST) and also on historical hand-written character dataset of Indonesian BALI language. Moreover, these generated characters are recognized by using character recognition tool for calculating the statistical performance of these generated characters with respect to original character images.

Published
2020

3. Increased serum interleukin-17A levels correlate with disease severity and poor prognostic factors in patients with alopecia areata

Author

Trang Le Thi Thuy, Thang Nguyen Tat, Chuyen Thi Hong Nguyen, Hao Nguyen Trong, and Trung Van The

Subjects
IL-17A, alopecia areata, prognostic factor, Dermatology, RL1-803
Abstract

Background: Alopecia areata (AA) is a tissue-specific autoimmune disease characterized by non-scarring and rapid onset of hair loss. Interleukin (IL)-17A is mainly produced by T helper 17 (Th17) cells and may play a crucial role in the pathogenesis of various autoimmune diseases including AA. Objectives: We conducted this research to measure serum level of IL-17A in patients with AA and investigated its relationship with the clinical manifestations in patients with AA. Methods: We assessed 36 patients with AA and 20 healthy control subjects. Demographic information and clinical characteristics were determined by physical examination and via the review of medical history. Serum IL-17A was measured by using enzyme-linked immunosorbent assay. Results: Serum IL-17A concentration was significantly higher in patients with AA than in the control group (P=0.004). The AA patients with severe presentation, personal atopy, nail abnormalities, or active phase had significantly higher serum IL-17A levels compared to others without these signs. Conclusion: Increased serum IL-17A levels in patients with AA correlate with severity and indicate an active disease state. These findings suggest that IL-17A may play an important role in determining the pathogenesis of AA and may serve as a valuable clinical biomarker of this disease.

Published
2021
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