Dr. Hwang, Ming-Jing 's publons link picture

黃明經博士

兼任研究員
  • 02-27899033 (Lab) (Room No: N121)
  • 02-27887641 (Fax)

Specialty:
  • Bioinformatics
  • Computational Structural/Systems Biology

Education and Positions:
  • Ph.D. University of Pittsburgh


本實驗室研究的主要重點是開發計算策略和演算法,用於尤其是大規模的生物數據分析,以擷取關於生物學或醫學的知識和產生假設。多年來,我們開發了多種生物資訊的工具,例如用於比對蛋白質結構、蛋白質-蛋白質對接和配體結合位點預測的工具。我們還開發了基於網絡的方法來研究蛋白質結構的自然設計及其演化,以及理解生物電路的設計原理。近年來,我們與醫生合作,利用醫院的患者數據,開發可用於醫療應用的人工智慧(AI)工具。兩個已完成的研究是:1) 發現少許在血液循環的 miRNA 可作為液體活檢生物標誌物,適用於檢測和分類六種主要癌症; 2)以心電圖檢測心律不整和肺動脈高壓等心臟疾病。目前我們正將這些AI工具架設在醫院,測試它們在真實臨床環境中的預測效果。未來,我們將繼續AI的研究,研究睡眠呼吸中止症等其他疾病,以及藥物研發等生物醫學的問題。

Our Team
Team photo

期刊 80 專書 2

  1. Liu Chih-Min, Shih Edward S.C., Chen Jhih-Yu, Huang Chih-Han, Wu I-Chien, Chen Pei-Fen, Higa Satoshi, Yagi Nobumori, Hu Yu-Feng, Hwang Ming-Jing, Chen Shih-Ann Artificial Intelligence-Enabled Electrocardiogram Improves the Diagnosis and Prediction of Mortality in Patients With Pulmonary Hypertension JACC: Asia 2(3), 258-270 (2022) [JCR] [WOS]
  2. Yang Ching-Chun, Chang Chih-Hsu, Chen Heng-Li, Chou Ming-Chieh, Yang Ching-Jen, Jhou Ren-Shiang, Huang Er-Yi, Li Hung-Cheng, Suen Ching-Shu, Hwang Ming-Jing, Shih Chiaho CRM1-spike-mediated nuclear export of hepatitis B virus encapsidated viral RNA Cell Reports 38(10), 110472 (2022) [JCR] [WOS]
  3. Hu Yu-Feng*, Wu Chih-Hsun, Lai Tsung-Ching, Chang Yu-Chan, (Hwang Ming-Jing), Chang Ting-Yung, Weng Ching-Hui, Chang Peter Mu-Hsin, Chen Che-Hong, Mochly-Rosen Daria, Huang Chi-Ying F., Chen Shih-Ann ALDH2 deficiency induces atrial fibrillation through dysregulated cardiac sodium channel and mitochondrial bioenergetics: A multi-omics analysis Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease 1867(5), 166088 (2021) [JCR] [WOS]
  4. Chang Chih-Shin, Liao Chun-Che, Liou An-Ting, Chou Yi-Chun, Yu Ya-Yen, Lin Chi-Yung, Lin Jen-Shiou, Suen Ching-Shu, (Hwang Ming-Jing), Shih Chiaho* Novel Naturally Occurring Mutations of Enterovirus 71 Associated With Disease Severity Frontiers in Microbiology 11, 610568 (2021) [JCR] [WOS]
  5. Peng Hubert, Chiu Tzu-Yuan, Liang Yu-Jen, Lee Chia-Jen, Liu Chih-Syuan, Suen Ching-Shu, Yen Jeffrey J.-Y., Chen Hung-Ta, (Hwang Ming-Jing), Hussain M Mahmood, Yang Hsin-Chou, Yang-Yen Hsin-Fang PRAP1 is a novel lipid binding protein that promotes lipid absorption by facilitating MTTP-mediated lipid transport Journal of Biological Chemistry 296, 100052 (2021) [JCR] [WOS]
  6. Chang Kuan-Cheng, Hsieh Po-Hsin, Wu Mei-Yao, Wang Yu-Chen, Chen Jan-Yow, Tsai Fuu-Jen, Shih Edward S.C., (Hwang Ming-Jing), Huang Tzung-Chi Usefulness of Machine Learning-Based Detection and Classification of Cardiac Arrhythmias With 12-Lead Electrocardiograms Canadian Journal of Cardiology 37(1), 94-104 (2021) [JCR] [WOS]
  7. Chang Kuan-Cheng*, Hsieh Po-Hsin, Wu Mei-Yao, Wang Yu-Chen, Wei Jung-Ting, Shih Edward S C, (Hwang Ming-Jing), Lin Wan-Ying, Lin Wan-Ting, Lee Kuan-Jung, Wang Ti-Hao Usefulness of multi-labelling artificial intelligence in detecting rhythm disorders and acute ST-elevation myocardial infarction on 12-lead electrocardiogram European Heart Journal - Digital Health 2(2), 299-310 (2021) [JCR] [WOS]
  8. Huang Meng‐Sen, Chang Jen‐Hsuan, Lin Wen‐Ching, Cheng Yu‐Hsiang, Li Fu‐An, Suen Ching‐Shu, (Hwang Ming‐Jing), Chang Chung‐ke, Mou Kurt Yun SLC38A2 Overexpression Induces a Cancer-like Metabolic Profile and Cooperates with SLC1A5 in Pan-cancer Prognosis Chemistry – An Asian Journal 15(22), 3861-3872 (2020-11) [JCR] [WOS]
  9. Sudhakar Janaki N., Lu Hsueh-Han, Chiang Hung-Yu, Suen Ching-Shu, (Hwang Ming-Jing), Wu Sung-Yu, Shen Chia-Ning, Chang Yao-Ming, Li Fu-An, Liu Fu-Tong, Shui Jr-Wen Lumenal Galectin-9-Lamp2 interaction regulates lysosome and autophagy to prevent pathogenesis in the intestine and pancreas Nature Communications 11(1), 4286 (2020-08) [JCR] [WOS]
  10. Chen Tsai-Min, Huang Chih-Han, Shih Edward S.C., Hu Yu-Feng, (Hwang Ming-Jing)* Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model iScience 23(3) ,100886 (2020-03) [JCR] [WOS]

- 博士後研究 -
Shih, Edward S.C.
施宣誠
- 研究助理 -
Suen, Ching-Shu
孫慶姝
- 昔日夥伴 -
Fang, Wei-Quan
方偉泉
Wang, Hsuan-Kai
王宣凱
member
吳致勳
Huang, Chih-Han
黃之瀚
Chen, Tsai-Min
陳在民
Chen, Jhih-Yu
陳致余
Hsu, Justine
徐可芹
Chen, Jacob
陳一鳴
Lin, Po-An
林柏安
member
楊書伃
Shannon, Brian D.
蕭驥