Publication

Journal

2022~

1. Yan-Wei Lee, Sheng-Kai Huang, Ruey-Feng Chang (2022). CheXGAT: A Disease Correlation-Aware Network for Thorax Disease Diagnosis from Chest X-ray Images. Artificial Intelligence In Medicine (SCI= 7.011, Ranking= 32/144 (Q1), COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE), DOI:10.1016/j.artmed.2022.102382

~2021

1. Yan-Wei Lee, Chiun-Sheng Huang , Chung-Chih Shih, Ruey-Feng Chang (2021, Mar). Axillary lymph node metastasis status prediction of early-stage breast cancer using convolutional neural networks. Computers in Biology and Medicine (SCI= 6.698, Ranking= 10/113 (Q1), BIOLOGY), DOI:10.1016/j.compbiomed.2020.104206.

2. Woo Kyung Moon, Yan-Wei Lee, Hao-Hsiang Ke, Su Hyun Lee, Chiun-Sheng Huang, Ruey-Feng Chang (2020, Jul). Computer‐Aided Diagnosis of Breast Ultrasound Images Using Ensemble Learning from Convolutional Neural Networks. Computer Methods and Programs in Biomedicine (SCI=7.027, Rank: 12/109 (Q1), COMPUTER SCIENCE, THEORY & METHODS), DOI:10.1016/j.cmpb.2020.105361.

3. Chia-Hung Chen, Yan-Wei Lee,Yao-Sian Huang,Wei-Ren Lan,Ruey-Feng Chang,Chih-Yen Tu,Chih-Yu Chen, Wei-Chih Liao (2019, Aug). Computer-Aided Diagnosis of Endobronchial Ultrasound Images Using Convolutional Neural Network. Computer Methods and Programs in Biomedicine(SCI=7.027, Rank: 12/109 (Q1), COMPUTER SCIENCE, THEORY & METHODS) DOI:10.1016/j.cmpb.2019.05.020.

4. Moon WK, Huang YS, Lee YW, Chang SC, Lo CM, Yang MC, Bae MS, Lee SH, Chang JM, Huang CS, Lin YT, Chang RF (2017, Jul). Computer-aided tumor diagnosis using shear wave breast elastography. Ultrasonics (SCI=4.062, Rank: 6/32 (Q1), ACOUSTICS) DOI:10.1016/j.ultras.2017.03.010.

5. Moon WK, Lee YW, Huang YS, Lee SH, Bae MS, Yi A, Huang CS, Chang RF (2017, Jul). Computer-Aided Prediction of Axillary Lymph Node Status in Breast Cancer Using Tumor Surrounding Tissue Features in Ultrasound Images. Computer Methods and Programs in Biomedicine (SCI=7.027, Rank: 12/109 (Q1), COMPUTER SCIENCE, THEORY & METHODS) DOI:10.1016/j.cmpb.2017.06.001.

6. Chen JH, Lee YW, Chan SW, Yeh DC, Chang RF (2016, May). Breast Density Analysis with Automated Whole-Breast Ultrasound: Comparison with 3-D Magnetic Resonance Imaging. Ultrasound in Medicine and Biology (SCI=3.694, Rank: 50/200 (Q1), RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING), DOI:10.1016/j.ultrasmedbio.2015.12.01

7. Chang SC, Lee YW, Lai YC, Tiu CM, Wang HK, Chiou HJ, Hsu YW, Chou YH, Chang RF (2014, Oct). Automatic slice selection and diagnosis of breast strain elastography. Medical Physics(SCI=4.506, Rank:44/136 (Q2), RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING), DOI:10.1118/1.4894717.

Conference

2022~

~2021

1. Yan-Wei Lee, Sin-You Chang, Ruey-Feng Chang (2022, Jun). Computer-aided prognostic system for lung cancer using chest CT images . CARS 2022 Computer Assisted Radiology and Surgery - 24 th International Conference on Computer-Aided Diagnosis and Artificial Intelligence (CAD-AI).

2. Yan-Wei Lee, Sheng-Kai Huang, Ruey-Feng Chang (2021, Aug). CGAT: Diagnosis of X-ray Thorax Diseases by Combining a Convolutional Neural Network and a Graph Attention Network. The 34th IPPR Conference on Computer Vision, Graphics, and Image Processing, Aug. 22-24, 2021.

3. Yan-Wei Lee, Sheng-Kai Huang, and Ruey-Feng Chang (2021, Jun). Computer aided diagnosis of X-ray thorax diseases using deep convolutional neural network with graph attention mechanism. CARS 2021 Computer Assisted Radiology and Surgery - 23rd International Conference on Computer-Aided Diagnosis and Artificial Intelligence (CAD-AI), Munich, Germany.

4. Yan-Wei Lee, Li Lin, Ruey-Feng Chang (2021, Jan). Automatic Reporting System for 2-D Breast Ultrasound Images Using Convolutional Neural Networks. International Forum on Medical Imaging in Asia (IFMIA) 2021.

5. Yan-Wei Lee, Horng-Ruey Huang, Ruey-Feng Chang (2020, Aug). Automatic BI-RADS lexicon prediction using convolution neural network. The 33th IPPR Conference on Computer Vision, Graphics, and Image Processing, Aug. 16-18, 2020 (CVGIP-2020).

6. Yan-Wei Lee, Chung-Chih Shih, Ruey-Feng Chang (2020, May). Axillary lymph node metastasis status prediction in ultrasound image using convolution neural network. 15th International Workshop on Breast Imaging (IWBI2020).

7. Yan-Wei Lee, Ting-Yin Chang Chien, Tzu-Chieh Weng , Jun Zhang, Yuan-Feng Zhu, Ruey-Feng Chang (2019, Aug). Tumor Diagnosis For 3-D Breast Elastography Image Using Convolutional Neural Network. The 32th IPPR Conference on Computer Vision, Graphics, and Image Processing, Aug. 25-27, 2019, Taiwan. MOST 108-2634-F-002-010. (會議佳作論文).

8. Yan-Wei Lee, Hao-Hsiang Ke and Ruey-Feng Chang (2019, Jan). Computer‐Aided Diagnosis of Breast Cancer Using Ensemble Convolutional Neural Networks. International Workshop on Advanced Image Technology and International Forum on Medical Imaging in Asia 2019 (IWAIT-IFMIA), Singapore.

9. Yan-Wei Lee, Yao-Sian Huang , Wei-Ren Lan , Ruey-Feng Chang , Chia-Hung Chen, Chih-Yen Tu, Chih-Yu Chen,Wei-Chih Liao (2018, Aug). Endobronchial Ultrasound Computer-aided Diagnosis Based on Convolutional Neural Network. The 31st IPPR Conference on Computer Vision, Graphics, and Image Processing (CVPIG 2018). MOST 104-2221-E-002-062-MY3.

10. Chang RF, Lee YW, Huang YS, Huang CS, Moon WK, Lee SH, Bae MS, Yi A, Chang JM (2017, Jun). Computer-aided prediction of axillary lymph node status using breast ultrasound. CARS 2017 Computer Assisted Radiology and Surgery, Barcelona, Spain.

11. Chang RF, Lee YW, Chang SC, Lo CM, Lin YT, Huang CS, Moon WK, Bae MS, Lee SH, Chang JM (2016, Jun). Computer-aided diagnosis of breast tumors using shear wave elastography. CARS 2016 Computer Assisted Radiology and Surgery, Proceedings of the 30th International Congress and Exhibition, Heidelberg, Germany.

BOOK chapter

1. 2024  Ayman El-Baz, Mohammad A. Ghazal, Jasjit S. Suri,  Handbook of Texture Analysis, CRC Press ( eBook ISBN： 9780367486099) Draft in (Chapter 9 Texture Analysis for Breast Ultrasound Using Conventional Method and Deep Learning )

2. ［韓］Woo Kyung Moon（文宇京）, 乳腺影像学Breast Imaging, 世界图书出版公司 (ISBN：9787519249250)。 第35 章　计算机辅助诊断与人工智能 李衍緯 譯。（549-561）。