陳鯨太 | Ching-Tai Chen
Status Full Time Faculty
Name 陳鯨太 | Ching-Tai Chen
Email
Job title Assistant Professor
Education PhD, Institute of Bioinformatics and Systems Biology, National Chiao Tung University
Expertise Institute of Bioinformatics and Systems Biology
Research Areas Bioinformatics, computational proteomics, artificial intelligence, algorithm design
Phone +886-423323456 ext.1843
Websites Office HourWebpageTeacher Eportfolio
Year Paper Title
2024 李昀蓁(Yun-Chen Lee)、游荏捷(Jen-Chieh Yu)、倪寬(Kuan Ni)、林育全(Yu-Chuan Lin)、陳鯨太(Ching-Tai Chen)*, Improved Prediction of Anti-Angiogenic Peptides Based on Machine Learning Models and Comprehensive Features from Peptide Sequences, Scientific Reports, vol.14 no.1 pp.14387-, 2024
2024 游荏捷(Jen-Chieh Yu)、倪寬(Kuan Ni)、陳鯨太(Ching-Tai Chen)*, ENCAP: Computational prediction of tumor T cell antigens with ensemble classifiers and diverse sequence features, PLoS One, 2024
2024 You-Qian Lee、陳鯨太(Ching-Tai Chen)、Chien-Chang Chen、Chung-Hong Lee、Peitsz Chen、Chi-Shin Wu、Hong-Jie Dai(Hong-Jie Dai)*, Unlocking the Secrets Behind Advanced Artificial Intelligence Language Models in Deidentifying Chinese-English Mixed Clinical Text: Development and Validation Study, JOURNAL OF MEDICAL INTERNET RESEARCH, vol.26 no.e48443 pp.1-22, 2024
2023 Tzu-Yun Kuo、Jen-Hung Wang、Yung-Wen Huang、宋定懿(Ting-Yi Sung)、陳鯨太(Ching-Tai Chen)*, Improving quantitation accuracy in isobaric-labeling mass spectrometry experiments with spectral library searching and feature-based peptide-spectrum match filter, Scientific Reports, 2023
2022 王人弘(Jen-Hung Wang)、鍾偉國(Wai-Kok Choong)、陳鯨太(Ching-Tai Chen)*、宋定懿(Ting-Yi Sung), Calibr improves spectral library search for spectrum-centric analysis of data independent acquisition proteomics, Scientific Reports, 2022
2021 陳鯨太(Ching-Tai Chen)、王人弘(Jen-Hung Wang)、鄭成偉(Cheng-Wei Cheng)、許維哲(Wei-Che Hsu)、柯筑苓(Chu-Ling Ko)、鍾偉國(Wai-Kok Choong)、宋定懿(Ting-Yi Sung)*, Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage, Scientific Reports, vol.11 no.1 pp.1-12, 2021
Date of Publication Paper Title
2022.11 游荏捷(Jen-Chieh Yu)、倪寬(Kuan Ni)、陳鯨太(Ching-Tai Chen), Sequence, based Prediction of Antimicrobial Peptides with CatBoost Classifier - The 22nd IEEE International Conference on BioInformatics and BioEngineering, Nov. 2022, Taichung, Taiwan
Project Title Participator Period
以兩階段最佳化機器學習方法預測溶血毒性胜? (NSTC 112-2221-E-468-019) 陳鯨太(Ching-Tai Chen) 2023.08 ~ 2025.01
使用人工智慧以及資料導向方法以提升標記化蛋白質體定量準確性 (MOST 110-2222-E-468-003) 陳鯨太(Ching-Tai Chen)、宋定懿(Ting-Yi Sung) 2021.09 ~ 2023.08
Award Name Awarding Unit
智創未來 : 2024亞洲大學生成式AI創意競賽 (2) 本校
智創未來 : 2024亞洲大學生成式AI創意競賽 本校
112年畢業專題競賽 (2) 本校
112年畢業專題競賽 本校
111年畢業專題競賽 (2) 本校
111年畢業專題競賽 本校
Category Course Code Course Title Year
Master's Program EB200980A 類神經網路 113
Bachelor's programs EB300171A 離散數學 113
Bachelor's programs EB300964B 學輔時間(三) 113
Bachelor's programs EB300977A 生醫資訊與醫工概論 113
Bachelor's programs EB301066A 基礎程式設計 113
Bachelor's programs EB301066B 基礎程式設計 113