葛明軒 (Min-Shan Ko)

職稱

助理教授

最高學歷

德國萊比錫馬克斯普朗克進化人類學研究所

E-mail

koalbert@mail.cgu.edu.tw

電話：

+886-3-211-8800 ext.3857

傳真

+886-3-211-8700

實驗室

醫療人工智慧實驗室

專長

機器學習、醫療數據、群體遺傳學、臨床試驗

研究方向及研究室特色

實驗室研究方向為應用不同類型的機器學習計算法，像是神經網絡，可以更好的對臨床數據以及基因體、轉錄體、蛋白質體數據進行分類，用以理解臨床特徵和疾病機制背後的生物學含義。群體遺傳學部分則是了解性狀的選擇以及其在群體中的功能。

論文與著作

Publications:

1. Ding M#, Wang T#, Ko AM# et al, Ancient mitogenomes show plateau populations from last 5,200 years partially contributed to present-day Tibetans. Proceedings of the Royal Society B, 2020 Mar http://doi.org/10.1098/rspb.2019.2968 (SCI, IF= 4.303, R/C=11/87, BIOLOGY -SCIE)
2. Ko AM, et al. Betel quid-associated cancer: Prevention strategies and targeted treatment. Cancer Letters, 2020 Feb 26. doi: 10.1016/j.canlet.2020.02.030 (SCI, IF= 6.508, R/C= 29/230, ONCOLOGY - SCIE)
3. Lee CP#, Ko AM# et al. Regulatory elements in vectors containing the ctEF-1α first intron and double enhancers for an efficient recombinant protein expression system. Scientific Reports, 2018 Oct 18;8(1):15396. doi: 10.1038/s41598-018-33500-0. (SCI, IF= 4.011, R/C= 15/69, MULTIDISCIPLINARY SCIENCES – SCIE)
4. Ko AM et al. A 22,000-year-old Giant Panda from Guangxi Province in Southern China Reveals a New Mitochondrial Lineage of Pandas. Current Biology, 2018 Jun 18;28(12):R693-R694. doi: 10.1016/j.cub.2018.05.008. (SCI, IF= 9.193, R/C= 20/298, BIOCHEMISTRY & MOLECULAR BIOLOGY - SCIE)
5. Lee CH#, Ko AM# et al. Association of DSM-5 Betel-Quid Use Disorder with Oral Potentially Malignant Disorder in 6 Betel-Quid-Endemic Asian Populations. JAMA Psychiatry, 2018 Mar 1;75(3):261-269. doi: 10.1001/jamapsychiatry.2017.4307 (SCI, IF= 15.916, R/C= 3/146, PSYCHIATRY - SCIE)
6. Ko AM et al. Early Austronesians: into and out of Taiwan. American Journal of Human Genetics, 2014 Mar 6;94(3):426-36. doi: 10.1016/j.ajhg.2014.02.003. (SCI, IF= 9.924, R/C= 7/174, GENETICS & HEREDITY - SCIE)
7. Ko AM, et al. ALPK1 genetic regulation and risk in relation to gout. International Journal of Epidemiology, 2013 Apr;42(2):466-74. doi: 10.1093/ije/dyt028. (SCI, IF= 7.339, R/C= 6/185, PUBLIC, ENVIRONMENT & OCCUPATIONAL HEALTH - SCIE)