何佩珊
Pei-Shan Ho
國立清華大學 工程與系統科學研究所
aeojflower@gmail.com
研究簡介
人工智慧應用於醫學影像主要可以降低人力成本、提升效率，我們的研究包含醫學影像品質評分的自動化、電腦斷層與磁振造影的自動影像對位、電腦輔助診斷系統，期望人工智慧在醫學影像的應用可以提升醫療品質，增進人類福祉。
學歷
2009 ~ 2011 國立陽明大學 醫學工程所 碩士
2005 ~ 2009 國立中山大學 物理學系 學士
經歷
2016 ~ 至今 國立清華大學兼任研究助理
2014 ~ 2016 國立交通大學生科系 研究助理
2013 ~ 2014 長庚大學醫放系 研究助理
2011 ~ 2012 國立台灣師範大學科教所 研究助理
專業證照
多益藍色證書
研究方向
利用機器學習開發自動化醫學影像品質評估
醫學影像對位
電腦輔助診斷系統
醫學影像處理
磁振造影訊號處理
研究工具
Matlab(開發自動醫學影像品質評估系統)
SAS(統計衛福部健保資料庫資料)
R, Python
SPSS, JMP, powerBI, Origin
SPM, REST, BrainNet viewer
獎項
109學年度第一學期優良讀書小組成果報告-Python快速上手 優等
原子科學院2020專題研究海報競賽醫學物理與生醫影像工程組博士生特優
原子科學院2019專題研究海報競賽醫學物理與生醫影像工程組博士生優勝
Student Stipend Award for 23th ISMRM, Toronto, Canada, 2015
Student Stipend Award for 22th ISMRM, Milan, Italy, 2014
參加會議
發表文章
Journal Article
Chang TY, Huang KL, Ho MY, Ho PS, Chang CH, Liu CH, Chang YJ, Wong HF, Hsieh IC, Lee TH, Liu HL. Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis. J Cereb Blood Flow Metab. 2016;36(4):808-18.
Conference Abstracts
PS Ho, YS Hwang, HY Tsai, (July 1-4, 2021, Malaysia) "Automatic evaluation to image quality for ACR mammography phantom using machine learning", in the 2021 Virtual AOCR Annual Meeting incorporating Malaysian Congress of Radiology 2021, Malaysia.
Ho PS, Lin CM, Chen GY, Liu HL, Huang CM, Lee MC, Lee SH, and Wu SC. Complexity analysis of resting state fMRI signals in depressive patients. Oral presented at EMBC 39th Annual Meeting, Jeju, Korea. 2017. (Oral presented)
Huang CM, Ho PS, Lee YC, Liu HL, Doole R, Wu CT, Huang HW. Cultural influences on neural processing of contextual scenes. Poster presented at the annual meeting of the Cognitive Neuroscience Society (CNS), New York, USA. 2016.
Ho PS, Lee YC, Liu HL, Tseng DJ, Chang YJ, Doole R, Wu CT, Huang HW, Huang CM. Culture-related differences in the contextual processing of visual scene: An fMRI study. SfN 45th Annual Meeting, Chicago, USA. 2015.
Lee YC, Ho PS, Doole R, Liu HL, Shih PC, Huang HW, Huang CM, Wu CT. Culture values affect our perceptual processing to social cues: an fMRI study. SfN 45th Annual Meeting, Chicago, USA. 2015.
Chang YJ, Lee SH, Ho PS, Lin CM, Wai YY, Liu HL, Lee T. MC, H CM. Abnormal neural activity in major depression: An fMRI study of emotional and color-word Stroop tasks. OHBM 21st Annual Meeting, Honolulu, Hawaii. 2015.
Ho PS, Chang TY, Ho MY, Wu CW, Huang KL, Wong HF, Lee TH, Liu HL. The alterations of functional brain network and its relationship to cognitive decline in patients with carotid stenosis: a resting-state fMRI study. ISMRM 23rd Annual Meeting, Toronto, 2015, 3602. (E-poster)
Ho PS, Chang TY, Huang KL, Yan FX, Wong HF, Lee TH, Liu HL. Hemodynamic variations and the direction of ophthalmic artery flow in patients with internal carotid artery stenosis before and after stenting: A DSC MRI study. ISMRM 22th Annual Meeting, Milan, 2014, 3288. (E-poster)
Cheng YS, Chan WP, Ho PS, Liu HL, Chang CY. Neural correlates of mathematics competence in children: a functional MRI study. ISMRM 21th Annual Meeting, Utah, 2013, 3227.
