Chia-Yen Lee | DeepAI

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∙ 08/30/2022

Airway Tree Modeling Using Dual-channel 3D UNet 3+ with Vesselness Prior

The lung airway tree modeling is essential to work for the diagnosis of ...

0 Hsiang-Chin Chien, et al. ∙

∙ 02/28/2022

Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC Challenge

Colorectal cancer is one of the most common cancers worldwide, so early ...

0 Chia-Yen Lee, et al. ∙

∙ 02/16/2022

ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images

Age-related macular degeneration (AMD) is the leading cause of visual im...

11 Huihui Fang, et al. ∙

∙ 09/27/2021

pyStoNED: A Python Package for Convex Regression and Frontier Estimation

Shape-constrained nonparametric regression is a growing area in economet...

0 Sheng Dai, et al. ∙

∙ 06/10/2019

Pitfalls and Protocols in Practice of Manufacturing Data Science

The practical application of machine learning and data science (ML/DS) t...

0 Chia-Yen Lee, et al. ∙

∙ 09/24/2018

Learning to Detect Fake Face Images in the Wild

Although Generative Adversarial Network (GAN) can be used to generate th...

1 Chih-Chung Hsu, et al. ∙

∙ 09/24/2018

An Iterative Refinement Approach for Social Media Headline Prediction

In this study, we propose a novel iterative refinement approach to predi...

0 Chih-Chung Hsu, et al. ∙

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