Reviewer / Committee |
AMIA 2024 Informatics Summit Scientific Program Committee Award [Reviewer] – Tsung-Lu Michael Lee [Awarded: Mar. 21, 2024] 2024 Symposium on Digital Life Technologies (2024/5/17-18) - [Conference Special Session Committee] 18th International Conference on Immovaiton, Management, and Knowledge Community (iCIMKC) 2024 (2024/5/24) - [Reviewer] 2023 International Symposium on Novel and Sustainable Technology (2023 ISNST) (2023/10/19-20)- [Technical Committee] AMIA 2023 Informatics Summit - [Reviewer] AMIA 2021 Informatics Summit - [Reviewer] |
Publications (Journal Papers) |
Year | Publications (Journal papers) |
2023 | Histopathology Images Predicted Multi-Omics
Aberrations and Prognoses in Colorectal Cancer Patients.
Authors: Pei-Chen Tsai, Tsung-Hua Lee, Kun-Chi Kuo, Fang-Yi Su, Tsung-Lu Michael Lee,
Eliana Marostica, Tomotaka Ugai, Melissa Zhao, Mai Chan Lau, Juha P. Väyrynen,
Marios Giannakis, Yasutoshi Takashima, Seyed Mousavi Kahaki, Kana Wu, Mingyang
Song, Jeffrey A. Meyerhardt, Andrew T. Chan, Jung-Hsien Chiang, Jonathan Nowak,
Shuji Ogino, Kun-Hsing Yu. Nature Communications. 2023 Apr 13;14(1):2102. [Pubmed] [Codes] (IF: 17.694)
Fig. 1: An overview of the Multi-omics Multi-cohort Assessment (MOMA) machine learning framework. |
2020 | Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation. Authors: Kun-Hsing Yu, Tsung-Lu Michael Lee, Ming-Hsuan Yen, S C Kou, Bruce Rosen, Jung-Hsien Chiang, Isaac S Kohane. Journal of Medical Internet Research. 2020 Aug 5;22(8):e16709. (IF: 7.4)
PMID: 32755895 PMCID: PMC7439139DOI: 10.2196/16709 [Pubmed]
A model of the informatics workflow used by most teams. In addition to the Kaggle training set, most teams obtained additional publicly available datasets with annotations. Lung segmentation, image rescaling, and nodule segmentation modules were commonly used before classification. |
2018 | A Cloud-Based Metabolite and Chemical Prioritization System for the Biology/Disease-Driven Human Proteome Project. Authors: Kun-Hsing Yu, Tsung-Lu Michael Lee, Yu-Ju Chen, Christopher Ré, Samuel C Kou, Jung-Hsien Chiang, Michael Snyder, Isaac S Kohane. Journal of Proteome Research. 2018 Dec 7;17(12):4345-4357. (IF: 5.37)
PMID: 30094994 PMCID: PMC6599684 DOI: 10.1021/acs.jproteome.8b00378[Pubmed] |
2018 | Systematic Protein Prioritization for Targeted Proteomics Studies through Literature Mining. Authors: Kun-Hsing Yu, Tsung-Lu Michael Lee, Chi-Shiang Wang, Yu-Ju Chen, Christopher Ré, Samuel C Kou, Jung-Hsien Chiang, Isaac S Kohane, and Michael Snyder. Journal of Proteome Research. 2018 Apr 6;17(4):1383-1396. (IF: 5.37) |
2016 | Metronomic chemotherapy prevents therapy-induced stromal activation and induction of tumor-initiating cells. Authors: Tze-Sian Chan, Chung chi Hsu, Vincent C. Pai, Wen-Ying Liao, Shenq-Shyang Huang, Kok-Tong Tan, Chia-Jui Yen, Shu-Ching Hsu, Wei-Yu Chen, Yan-Shen Shan, Chi-Rong Li, Michael T. Lee, Kuan-Ying Jiang, Jui-Mei Chu, Gi-Shih Lien, Valerie M. Weaver, Kelvin K. Tsai. Journal of Experimental Medicine (JEM) 2016 Dec 12;213(13):2967-2988. (IF: 17.579)
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2013 | A gene expression signature of epithelial tubulogenesis and a role for ASPM in pancreatic tumor progression. Authors: Wei-Yu Wang, Chung-Chi Hsu, Ting-Yun Wang, Chi-Rong Li, Ya-Chin Hou, Jui-Mei Chu, Chung-Ta Lee, Ming-Sheng Liu, Jimmy J-M Su, Kuan-Ying Jian, Shenq-Shyang Huang, Shih-Sheng Jiang, Yan-Shen Shan, Pin-Wen Lin, Yin-Ying Shen, Michael T-L Lee, Tze-Sian Chan, Chun-Chao Chang, Chung-Hsing Chen, I-Shou Chang, Yen-Ling Lee, Li-Tzong Chen, Kelvin K Tsai. Gastroenterology. 2013 Nov;145(5):1110-20. (IF: 33.883)
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2013 | Molecular profiling of prostatic acinar morphogenesis identifies PDCD4 and KLF6 as tissue architecture-specific prognostic markers in prostate cancer. Authors: Chi-Rong Li, Jimmy J-M Su, Wei-Yu Wang, Michael T-L Lee, Ting-Yun Wang, Kuan-Ying Jiang, Chein-Feng Li, Jong-Ming Hsu, Chi-Kuan Chen, Marcelo Chen, Shih-Sheng Jiang, Valerie M Weaver, Kelvin K-C Tsai. American Journal of Pathology. 2013 Feb;182(2):363-74. (IF: 5.77)PMID: 23219426 PMCID: PMC3562735 DOI: 10.1016/j.ajpath.2012.10.024 |
2012 | A Systems Biology Approach to Solving the Puzzle of Unknown Genomic Gene-Function Association Using Grid-Ready SVM Committee MachinesAuthors: Tsung-Lu Michael Lee and Jung-Hsien Chiang. IEEE Computational Intelligence Magazine. 2012 Nov;vol. 7, no. 4, pp. 46-54. (IF: 9.809)
DOI: 10.1109/MCI.2012.2215126 |
2009 | Dysregulated gene expression networks in human acute myelogenous leukemia stem cells. Authors: Ravindra Majeti, Michael W Becker, Qiang Tian, Tsung-Lu Michael Lee, Xiaowei Yan, Rui Liu, Jung-Hsien Chiang, Leroy Hood, Michael F Clarke, Irving L Weissman. Proc Natl Acad Sci U S A. 2009 Mar;3;106(9):3396-401. (IF: 12.779)
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2008 | In Silico Prediction of Human Protein Interactions Using Fuzzy–SVM Mixture Models and Its Application to Cancer Research Authors: Jung-Hsien Chiang and Tsung-Lu Michael Lee. IEEE Transactions on Fuzzy Systems. 2008 Aug;vol. 16, no. 4, pp. 1087-1095. (IF: 12.253) |
Publications (Conference Papers/ arXiv Preprints) |
Year | Publications (Conference papers) |
2021 | CUAB: convolutional uncertainty attention block enhanced the chest x-ray image analysis. Authors: Chi-Shiang Wang; Fang-Yi Su; Tsung-Lu Michael Lee; Yi-Shan Tsai; Jung-Hsien Chiang
2021 | Preprint DOI: 10.48550/ARXIV.2105.01840 |
2016 | Condensedly: comprehending article contents through condensed texts. Authors: Chao-Hsuan Ke; Tsung-Lu Michael Lee; Jung-Hsien Chiang 2016 | Preprint DOI: 10.48550/ARXIV.1612.09062 |
2015 | An Integrated Cloud-based Next-Generation Sequencing Analysis Recommender and Its Application to Bioinformatics Teaching. Authors: Tsung-Lu Michael Lee 5th Annual Next Generation Sequencing Asia Congress & 3rd Annual Single Cell Analysis Asia Congress Biopolis, Singapore, October 13-14, 2015. |
2015 | CoTri: extracting chemical–disease relations with co-reference resolution and common trigger words. Authors: Yu-De Chen, Juin-Huang Ju, Ming-Yu Chien, Yu-Cheng Sheng, Tsung-Lu Lee, Jung-Hsien Chiang Proceedings of the Fifth BioCreative Challenge Evaluation Workshop. Sevilla, Spain., 2015. p. 286-291. [Research NCKU] |
2013 | Gene signature and systems biology approaches in the understanding of drug-to-disease mechanisms. Authors: Tsung-Lu Michael Lee 3rd Next Generation Sequencing Asia Congress, Singapore, Oct. 8-9, 2013. |
2012 | C2HI: A Complete CHemical Information decision system. Authors: Chao-Hsuan Ke, Tsung-Lu Michael Lee, Jung-Hsien Chiang BioCreative 2012 Workshop, Washington DC USA, April 4-5, 2012. |
2010 | Gene expression signatures associated with protracted stromal responses to therapeutically relevant cytotoxic stimuli predict breast cancer chemoresponsiveness Authors: Michael T.-L. Lee; Jimmy J.-M. Su; Chi-Rong Li; Patrick Y.-W. Chu; Ming-Sheng Liu; Jung-Hsien Chiang; Kelvin K.-C. Tsai; Kok-Tong Tan Clinical Cancer Research (2010) 16 (19_Supplement): B22. https://doi.org/10.1158/DIAG-10-B22 |
2010 | A gene expression signature associated with structural differentiation of prostate acini predicts postoperative recurrence of prostate cancer. Authors: Jimmy J.-M. Su; Chi-Rong Li; Michael T.-L. Lee; Patrick Y. W. Chu; Valerie M. Weaver; Kelvin K.-C. Tsai Clinical Cancer Research (2010) 16(19 Supplement): A22. https://doi.org/10.1158/DIAG-10-A22 |
證照/證書 Certification |
編號 | |
1 | 大學雙語教師專業發展課程結業證書 *Certificate of Completion of EMI PD courses [Awarded: Aug. 11, 2023] |
2 | IPAS經濟部產業人才能力鑑定物聯網應用工程師[初級] |
3 | IPAS經濟部產業人才能力鑑定行動裝置程式設計師[初級] |
教育部數位學習課程認證 Ministry of Education E-Learning Course Certification |
編號 | |
1 | 108年度第2梯次教育部數位學習課程認證-通過課程: 機器學習 |
2 | 108年度第2梯次教育部數位學習課程認證-通過課程: 手機UI設計 |
3 | 108年度第1梯次教育部數位學習課程認證-通過課程: 行動APP程式開發 |
4 | 108年度第1梯次教育部數位學習課程認證-通過課程: 計算機網路 |
指導學生參與競賽 Students to participate in contests/competitions |
編號 | |
1 | 【2024電通永續之森 新世代數位公民計畫-複賽(前10名)】【2024/3/22(五)複賽-永續創意工作坊 Sustainable Creativity Workshop-Taiwan Secom Co., Ltd. (中興保全科技)】 |
2 | 2023 TCN創客松 - 生活改善設計競賽,晉級決賽 (2023/9/24) 佳作獎金: 1萬元 參賽隊伍: AI生成進行式 主辦單位: 勞動部勞動力發展署中彰投分署、TCN創客基地 |
3 | 2023 X-Run! 創新競賽 南臺科技大學團隊 晉級第二階段 實證訪視(2023/10/2) 視障保齡球【殘瓶報讀/姿勢校正輔助應用】 南臺電子-楊峻泓老師,南臺資工-李宗儒老師團隊 |
4 | 2020經濟部工業局 AI智慧應用新世代人才培育計畫解題競賽(第三階段實證成果) 組別:數據分析類 名次:優等獎 (獎金30萬元) |
全英文課程(EMI Courses) |
Semester | |
112.2 | 人工智慧醫療應用 (Artificial Intelligence in Healthcare) [EMI] [全英語] (*本學期開課中 This Semester) |
112.2 | 深度學習與電腦視覺 (Deep learning for Computer Vision) (*本學期開課中 This Semester) |
112.1 | 人工智慧與應用 (Artificial Intelligence and Applications) [EMI] [全英語] |
111.2 | 專題研究(大學部) (Undergraduate Research) [EMI] [全英語] |
111.1 | 人工智慧 (Artificial Intelligence) [EMI] [全英語] |
111.1 | 深度學習 (Deep Learning) [EMI] [全英語] |
110.2 | 機器學習 (Machine Learning) [EMI] [全英語] |
110.2 | 影像處理 (Image Processing) [EMI] [全英語 |
110.1 | 雲端運算概論 (Intro. to Cloud Computing) [EMI] [全英語] |
109.2 | 伺服網頁程式設計 (Web Server Programming using Python Flask) [EMI] [全英語] |
109.1 | APP程式設計(APP Programming) [EMI] [全英語] |
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