林 聖軒
職稱 副教授
姓名 林 聖軒
聯絡電話 +886-3-5712121 ext.56822
聯絡地址 30010新竹市大學路1001號綜合一館四樓415室
電子郵件 shenglin@stat.nctu.edu.tw
網站 https://shenghsuanlin.web.nctu.edu.tw/
授課領域 生物醫學研究方法概論
因果推論
中介效應及交互作用分析
研究專長 因果推論
中介效應分析
流行病學
生物統計
遺傳基因數據分析
精神醫學
類別 年度 獎項名稱 頒獎單位
校內榮譽 2020 國立交通大學青年講座教授(陳澧青年講座教授) 國立交通大學
校內榮譽 2019 國立交通大學理學院年輕學者研究獎 國立交通大學
校外榮譽 2019 中國統計學社論文指導教授獎 中國統計學社
校內榮譽 2019 國立交通大學青年講座教授(陳澧青年講座教授) 國立交通大學
校外榮譽 2018 科技部- MOST Young Scholar Fellowship 科技部
校內榮譽 2018 國立交通大學青年講座教授(陳澧青年講座教授) 國立交通大學
校內榮譽 2017 國立交通大學青年講座教授(陳澧青年講座教授) 國立交通大學
校外榮譽 2016 Reuel Stallones Student Prize Paper Award (美國流行病學年會大會學生論文獎前三名) 美國流行病學學會
校外榮譽 2016 Rose Traveling Fellowship 哈佛大學流行病學研究所與生物統計研究所
校外榮譽 2015 哈佛公共衛生學院台灣醫師獎學金 哈佛公共衛生學院
校外榮譽 2015 哈佛公共衛生學院流行病學研究所獎學金 哈佛公共衛生學院
校外榮譽 2012 教育部公費留學考試獎學金 教育部
校外榮譽 2011 哈佛校友會王元君紀念獎助學金 哈佛校友會
校外榮譽 2011 教育部留學獎學金 職業衛生學門 教育部
校外榮譽 2010 國立台灣大學優秀青年 醫學院代表 國立台灣大學醫學院
校外榮譽 2009 國立台灣大學醫學院「邁向頂尖大學」獎助學金 國立台灣大學醫學院
校外榮譽 2009 傑出人才發展基金會 優秀學生出國開會補助 財團法人傑出人才發展基金會
校外榮譽 2009 第二十九屆工業衛生暨環境職業醫學學術研討會優秀論文競賽 職業衛生領域 第二名 工業衛生暨環境職業醫學學會
校外榮譽 2009 典聖有限公司獎助學金 典聖有限公司
校外榮譽 2009 財團法人臺灣醫學發展基金會論文獎 財團法人臺灣醫學發展基金會
校外榮譽 2002 亞太數學奧林匹亞競賽 榮譽獎
校外榮譽 2001 國際物理奧林匹亞競賽 銀牌獎
校外榮譽 2001 亞太物理奧林匹亞競賽 金牌獎
校外榮譽 2000 亞太物理奧林匹亞競賽 銅牌獎
年度 論文名稱
2021 Sheng-Hsuan Lin (林聖軒) ,Shih-Chen Fu (傅詩宸) ,Chu-Lan Michael Kao* (高竹嵐), Mortality-Prevalence Ratio - a novel index evaluating potentially undocumented COVID - 19 infection, JMIR public health and surveillance, 7(1):e23034, (SCI)
2021 An-Shun Tai(戴安順) , Chun-An Tsai(蔡濬安), Sheng-Hsuan Lin(林聖軒), Survival mediation analysis with the death-truncated mediator – on the completeness of survival mediation parameter (in press), Statistics in Medicine, (SCI)
2021 An-Shun Tai (戴安順),Sheng-Hsuan Lin*(林聖軒), Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure (in press), Statistics in Medicine, (SCI)
2020 Björn Redfors*, Sheng-Hsuan Lin (林聖軒)., Mediation analysis - an underused approach to cardiovascular research, Coronary Artery Disease, 31, 7, pp620-622, (SCI)
2020 Yu-Hsuan Lin (林煜軒), Kuan-I Lin (林冠逸), Yuan-Chien Pan (潘元健), Sheng-Hsuan Lin*(林聖軒)., Investigation of the role of anxiety and depression on the formation of phantom vibration and ringing syndrome caused by working stress during medical internship, International Journal of Environmental Research and Public Health, 17, 20, pp7480-, (SCI)
2020 Yen-Tsung Huang (黃彥棕), An-Shun Tai (戴安順), Meng-Ying Chou (周孟穎), Geng-Xian Lin (林耕賢), Sheng-Hsuan Lin*(林聖軒), Six‐way decomposition of causal effects: Unifying mediation and mechanistic interaction, Statistics in Medicine, (SCI)
2020 An-Shun Tai (戴安順), Yen-Tsung Huang (黃彥棕), Wen-Chung Lee (李文宗), Sheng-Hsuan Lin*(林聖軒), 視覺化同效型交互作用之充分組成病因模型:對次加成作用的另類詮釋, 中國統計學報, 58, 3, pp168-198, (Others)
2020 An-Shun Tai (戴安順), Shr-Wen Lin (林詩紋), Sheng-Hsuan Lin*(林聖軒)., 多重中介因子模型之樣本數計算, 中國統計學報, 58, 3, pp199-220, (Others)
2020 Hong-Hsi Lee (李鴻禧), Sheng-Hsuan Lin*(林聖軒), Effects of COVID-19 prevention measures on other common infections, Taiwan, Emerging Infectious Diseases, 26, 10, pp2509-2511, (SCI)
2020 Ro-Ting Lin (林若婷), Ying-Wen Liang (梁穎文), Masaya Takahashi, Hisashi Eguchi, Akizumi Tsutsumi, Sheng-Hsuan Lin*(林聖軒), Effect of implementing an overwork‐prevention act on working hours and overwork‐related disease: A mediation analysis, Journal of Occupational Health, 62, 1, ppe12148-, (SCI)
2020 Yen-Tzu Lin (林晏慈), Sorour Darvishi, Anant Preet, Tzu-Yen Huang (黃子晏), Sheng-Hsuan Lin (林聖軒), Hubert H. Girault, Ligang Wang (王利剛), Tzu-En Lin*(林子恩), A review: Electrochemical biosensors for oral cancer, Chemosensors, 8, 3, pp54-, (SCI)
2020 Björn Redfors*, Sheng-Hsuan Lin (林聖軒), Mediation analysis - an underused approach to cardiovascular research, Coronary Artery Disease, (SCI)
2020 Chia-Yi Ho (何家儀), Sheng-Hsuan Lin (林聖軒), Meng-Che Tsai (蔡孟哲), Tsung Yu (余聰) and Carol Strong (莊佳蓉), Impact of cumulative unhealthy sleep practices in adolescence on substance use in young adulthood estimated using marginal structural modeling, Frontiers in Neuroscience, 14, pp339-, (SCI)
2020 Jien-Wen Chien (錢建文), Chung-Yen Chen, Sheng-Hsuan Lin (林聖軒), Shih-Wen Lin (林詩紋), Yu-Hsuan Lin*(林煜軒)., Cardiac autonomic modulation during on-call duty under working hours restriction, International Journal of Environmental Research and Public Health, 17, 3, pp1118-, (SCI)
2020 An-Shun Tai (戴安順), Shr-Wen Lin (林詩紋), Sheng-Hsuan Lin*(林聖軒), 多重中介因子模型之樣本數計算, 中國統計學報
2020 Yu-Hsuan Lin (林煜軒), Si-Yu Chen (陳思宇), Pei-Hsuan Lin (林珮璇), An-Shun Tai (戴安順), Yuan-Chien Pan (潘元健), Chang-En Hsieh (謝長恩), Sheng-Hsuan Lin*(林聖軒)., Survival analysis for assessing user retention of a mobile application, JMIR mHealth and uHealth, (SCI)
2020 Yi-Lun Wu (吳依倫), Sheng-Hsuan Lin (林聖軒), Yu-Hsuan Lin*(林煜軒)., Two-dimensional taxonomy of internet addiction and assessment of smartphone addiction with diagnostic criteria and mobile apps, Journal of Behavioral Addictions, (SCI)
2019 Jui-Hsiang Lin(林瑞祥),Kuan-I Lin(林冠逸),Wen-Chung Lee(李文宗),Sheng-Hsuan Lin*(林聖軒), Stochastic approach for mechanistic interaction under longitudinal studies with noninformative right censoring, Statistics in Medicine, 39, 2, pp114-128, (SCI)
2019 Sheng-Hsuan Lin, Mohammad Arfan Ikram*, On the relationship of machine learning with causal inference, European Journal of Epidemiology, pp183-185, (SCI)
2019 Sheng-Hsuan Lin (林聖軒), Meng-Ying Chou (周孟穎), Ro-Ting Lin*(林若婷), Mediation analysis for new recognition criteria, working hours and overwork-related disease: A nationwide ecological study using 11-year follow-up data in Taiwan, BMJ Open, 9, 7, ppe028973-, (SCI)
2019 Pei-Yi Fan (范珮宜), Ming-Jen Chan (湛茗任), Sheng-Hsuan Lin (林聖軒), Hsin-Hsu Wu (吳欣旭), Ming-Yang Chang (張明揚), Ya-Chung Tian (田亞中), George Kuo*(郭彥志), Prophylactic antibiotic reduces the risk of peritonitis after invasive gynecologic procedures, Peritoneal Dialysis International, 39, 4, pp356-361, (SCI)
2019 Yuan-Chien Pan (潘元健), Hsiao-Han Lin (林筱涵), Yu-Chuan Chiu (邱于峻), Sheng-Hsuan Lin (林聖軒), Yu-Hsuan Lin*(林煜軒), Temporal stability of smartphone use data: Determining fundamental time unit and independent cycle, JMIR mHealth and uHealth, 7, 3, ppe12171-, (SCI)
2019 Sheng-Hsuan Lin (林聖軒), Yen‐Tsung Huang*(黃彥棕), Hwai‐I Yang (楊懷壹), On identification of agonistic interaction: Hepatitis B and C interaction on hepatocellular carcinoma, Statistics in Medicine, 38, 13, pp2467-2476, (SCI)
2019 Yu-Hsuan Lin*(林煜軒), Bo-Yu Wong (翁伯宇), Sheng-Hsuan Lin (林聖軒), Yu-Chuan Chiu (邱于峻), Yuan-Chien Pan (潘元健), Yang-Han Lee (李揚漢), Development of a mobile application (App) to delineate "digital chronotype" and the effects of delayed chronotype by bedtime smartphone use, Journal of Psychiatric Research, 110, pp9-15, (SCI)
2017 Björn Redfors, Ori Ben-Yehuda, Sheng-Hsuan Lin (林聖軒), Ariel Furer, Ajay J. Kirtane, Bernhard Witzenbichler, Giora Weisz, Thomas D. Stuckey, Akiko Maehara, Philippe Généreux, Gennaro Giustino, Michael J. Rinaldi, Franz-Josef Neumann, D. Christopher Metzger, Timothy D. Henry, David A. Cox, Peter L. Duffy, Ernest L. Mazzaferri Jr., Girma Minalu Ayele, Roxana Mehran, Gary S. Mintz, Gregg W. Stone*, Quantifying ischemic risk after percutaneous coronary intervention attributable to high platelet reactivity on clopidogrel (from the assessment of dual antiplatelet therapy with drug-eluting stents study), The American Journal of Cardiology, 120, 6, pp917-923, (SCI)
2017 Sheng-Hsuan Lin*(林聖軒), Jessica G. Young, Roger Logan, Tyler J. VanderWeele, Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders, Statistics in Medicine, 36, 26, pp4153-4166, (SCI)
2017 Yu-Hsuan Lin (林煜軒), Po-Hsien Lin (林帛賢), Chih-Lin Chiang (江芝林), Yang-Han Lee (李揚漢), Cheryl C. H. Yang (楊靜修), Terry B. J. Kuo (郭博昭), Sheng-Hsuan Lin*(林聖軒), Incorporation of mobile application (App) measures into the diagnosis of smartphone addiction, The Journal of Clinical Psychiatry, 78, 7, pp866-872, (SCI)
2017 Yu-Hsuan Lin(林煜軒),Yuan-Chien Pan(潘元健), Sheng-Hsuan Lin(林聖軒), Sue-Huei Chen*(陳淑惠), Development of short-form and screening cutoff point of the smartphone addiction inventory (SPAI-SF), International Journal of Methods in Psychiatric Research, 26, 2, ppe1525-, (SCI)
2017 Sheng-Hsuan Lin*(林聖軒), Jessica G. Young, Roger Logan, Eric TchetgenTchetgen, Tyler J. VanderWeele, Parametric mediational g-formula approach to mediation analysis with time-varying exposures, mediators, and confounders, Epidemiology, 28, 2, pp266-274, (SCI)
2017 Yu-Hsuan Lin (林煜軒), Yu-Cheng Lin (林祐正), Sheng-Hsuan Lin (林聖軒), Yang-Han Lee (李揚漢), Po-Hsien Lin (林帛賢), Chih-Lin Chiang (江芝林), Li-Ren Chang (張立人), Cheryl C. H. Yang (楊靜修), Terry B. J. Kuo*(郭博昭), To use or not to use? Compulsive behavior and its role in smartphone addiction, Translational Psychiatry, 7, 2, ppe1030-, (SCI)
2017 Sheng-Hsuan Lin*(林聖軒), Tyler J. VanderWeele, Interventional approach for path-specific effects, Journal of Causal Inference, 5, 1, (SCI)
2016 Yu-Hsuan Lin (林煜軒), Chih-Lin Chiang (江芝林), Po-Hsien Lin (林帛賢), Li-Ren Chang (張立人), Chih-Hung Ko (柯志鴻), Yang-Han Lee (李揚漢), Sheng-Hsuan Lin*(林聖軒), Proposed diagnostic criteria for smartphone addiction, PLoS One, 11, 11, ppe0163010-, (SCI)
2016 Chun-Hao Liu (劉峻豪), Sheng-Hsuan Lin (林聖軒), Yuan-Chien Pan (潘元健), Yu-Hsuan Lin*(林煜軒), Smartphone gaming and frequent use pattern associated with smartphone addiction, Medicine, 95, 28, ppe4068-, (SCI)
2016 Yuan-Hung Wu (吳元宏), Sheng-Shuan Lin (林聖軒), Hsin-Hung Chen (陳信宏), Feng-Chi Chang (張豐基), Muh-Lii Liang (梁慕理), Tai-Tong Wong (黃棣棟), Sang-Hue Yen (顏上惠), Yi-Wei Chen*(陳一瑋), Radiotherapy-related intracranial aneurysm: case presentation of a 17-year male and a meta-analysis based on individual patient data, Childs Nervous System, 3, 29, pp1641-1652, (SCI)
2015 Yu-Hsuan Lin (林煜軒), Yu-Cheng Lin (林祐正), Yang-Han Lee (李揚漢), Po-Hsien Lin (林帛賢), Sheng-Hsuan Lin (林聖軒), Li-Ren Chang (張立人), Hsien-Wei Tseng (曾憲威), Liang-Yu Yen (顏良祐), Cheryl C. H. Yang (楊靜修), Terry B. J. Kuo*(郭博昭), Time distortion associated with smartphone addiction: Identifying smartphone addiction via a mobile application (App), Journal of Psychiatric Research, 65, pp139-145, (SCI)
2015 Ching-Yen Chen (陳景彥), Sheng-Hsuan Lin (林聖軒), Peng Li (李芃), Wei-Lieh Huang (黃偉烈), Yu-Hsuan Lin*(林煜軒), The role of the harm avoidance personality in depression and anxiety during the medical internship, Medicine, 94, 2, ppe389-, (SCI)
2013 Yu-Hsuan Lin (林煜軒), Ching‐Yen Chen (陳景彥), Peng Li (李芃), Sheng-Hsuan Lin*(林聖軒), A dimensional approach to the phantom vibration and ringing syndrome during medical internship, Journal of Psychiatric Research, 47, 9, pp1254-1258, (SCI)
2013 Yu-Hsuan Lin (林煜軒), Sheng-Hsuan Lin (林聖軒), Peng Li (李芃), Wei-Lieh Huang (黃偉烈), Ching-Yen Chen*(陳景彥), Prevalent hallucinations during medical internships: phantom vibration and ringing syndromes, PLoS One, 8, 6, ppe65152-, (SCI)
2013 Yu-Hsuan Lin (林煜軒), Yen-Cheng Ho (何彥澄), Sheng-Hsuan Lin (林聖軒), Yao-Hsien Yeh (葉耀先), Chia-Yih Liu (劉嘉逸), Terry B. J. Kuo (郭博昭), Cheryl C. H. Yang (楊靜修), Albert C. Yang*(楊智傑), On-call duty effects on sleep-state physiological stability in male medical interns, PLoS One, 8, 6, ppe65072-, (SCI)
2013 Yu‐Hsuan Lin (林煜軒), Ching‐Yen Chen (陳景彥), Sheng-Hsuan Lin (林聖軒), Chun‐Hao Liu (劉峻豪), Wei‐Hung Weng (翁瑋宏), Terry B. J. Kuo (郭博昭), Cheryl C. H. Yang*(楊靜修), Gender differences in cardiac autonomic modulation during medical internship, Psychophysiology, 50, 6, pp521-527, (SCI)
2012 Sheng-Hsuan Lin (林聖軒), Hsin-Yi Lee (李昕怡), Yu-Yin Chang (張郁瑩), Yuh Jang (張彧), Jung-Der Wang*(王榮德), Estimation of life expectancies and loss-of-life expectancies for workers with permanent occupational disabilities of the extremities - a 21-year follow-up study, Scandinavian journal of work, environment & health, 38, 1, pp70-77, (SCI)
2011 Yu-Hsuan Lin (林煜軒), Terry B. J. Kuo (郭博昭), Yen-Cheng Ho (何彥澄), Sheng-Hsuan Lin (林聖軒), Chia-Yih Liu (劉嘉逸), Cheryl C. H. Yang*(楊靜修), Physiological and psychological impacts on male medical interns during on-call duty, Stress, 15, 1, pp21-30, (SCI)
2010 Sheng-Hsuan Lin (林聖軒), Hsin-Yi Lee (李昕怡), Yu-Yin Chang (張郁瑩), Yuh Jang (張彧), Pau-Chung Chen (陳保中), Jung-Der Wang*(王榮德), Increased mortality risk for workers with a compensated, permanent occupational disability of the upper or lower extremities: A 21-year follow-up study, American Journal of Epidemiology, 171, 8, pp917-923, (SCI)
年度 論文名稱
2020 Sheng-Hsuan Lin (林聖軒), Liu Cheng-Yu (劉政猷), 以社會變遷調查資料庫進行統計命理學之實證研究, 2020年台灣科技與社會研究學會年會, 新竹, 海報展示, 2020-07-04-2020-07-05
2019 Sheng-Hsuan Lin (林聖軒), 多重因果中介效應分析之方法簡介, 台灣公衛年會研討會, 台北, 口頭報告, 2019-09-26-2019-09-28
2019 Sheng-Hsuan Lin, Visualization and identication of agonistic interaction: Hepatitis B and C interaction on hepatocellular carcinoma, The conference Data Science, Statistics and Visualisation, 日本京都, 口頭報告, 2019-08-13-2019-08-15
2019 Sheng-Hsuan Lin, A simulation based approach to causal mediation analysis with ordered multiple mediators and non-linear outcome – investigating the vulnerable time window of HBV activity for the mechanism of HCV induced hepatocellular carcinoma, Society for Epidemiologic Research 52nd Annual Meeting, 美國明尼蘇達, 海報展示, 2019-06-18-2019-06-21
2019 Sheng-Hsuan Lin, On identification of agonistic interaction – Hepatitis B and C interaction on hepatocellular carcinoma, Society for Epidemiologic Research 52nd Annual Meeting, 美國明尼蘇達, 海報展示, 2019-06-18-2019-06-21
2018 Sheng-Hsuan Lin, 促效機制型交互作用的視覺化與模型辨識, 2018 ISI Young Statisticians Regional Workshop, 台北, 口頭報告, 2018-11-06-2018-11-06
2018 Sheng-Hsuan Lin, Causal inference and mechanism investigation under time-varying system, 2018中日韓國際統計學術研討會, 日本東京, 口頭報告, 2018-09-12-2018-09-12
2018 Sheng-Hsuan Lin, Visualization and identification of agonistic interaction – hepatitis B and C interaction on hepatocellular carcinoma, 23rd International conference on COMPUTATIONAL STATISTICS, 羅馬尼亞雅西, 海報展示, 2018-08-28-2018-08-31
2018 Chia-En Chung, Sheng-Hsuan Lin, Heng-Cheng Hsu, Henry Horng-Shing Lu, Segmenting learning with convolutional Neural Network to extract features and build the classifier: an application to endoscope image classification for treatment planning of cervical pre-cancerous lesions, Society for Epidemiologic Researchs 51th Annual Meeting, Baltimore, 美國巴爾的摩, 口頭報告, 2018-06-01-2018-06-01
2018 Sheng-Hsuan Lin (林聖軒), BaoLuo Sun (孫保羅), 命理學量化研究之模型與方法論, 中華傳統術數文化學術研討會, 台北, 口頭報告, 2018-03-31-2018-03-31
2017 Sheng-Hsuan Lin, Mediation in the presence of post-treatment common causes of the mediator and the outcome, 2017 Joint Statistical Meetings, 口頭報告, 2017-07-01-2017-07-01
2016 Sheng-Hsuan Lin, Mediation analysis with survival outcome and time-varying exposures, mediators, and confounders: a case study of the Framingham Heart Study, Boston Taiwanese Biotechnology Symposium 3th Annual Meeting, 美國邁阿密, 口頭報告, 2016-06-01-2016-06-01
2016 Sheng-Hsuan Lin, Causal mediation analysis with time-varying mediators(session: Innovations in Methodology for Big Data Research) , 40th Anniversary of the Dutch Epidemiology Conference, 荷蘭, 口頭報告, 2016-06-01-2016-06-01
2016 Sheng-Hsuan Lin, Interventional approach for Path-Specific effects, Epidemiology Congress of the Americas, 美國邁阿密, 口頭報告, 2016-06-01-2016-06-01
2015 Sheng-Hsuan Lin, Parametric mediational g-formula approach to mediation analysis with time-varying exposures, mediators and confounders: an application to smoking, weight, and blood pressure, 3th Boston Taiwanese Biotechnology Symposium, 美國波士頓, 口頭報告, 2015-06-01-2015-06-01
2015 Yu-Wei Chen, Angela Y. Chang, Chen-Hao Chen, Yu-Han Chiu, Yen-Chen Feng, Sheng-Hsuan Lin, Yi-Han Sheu, Yen-Fen Lin, Determinants for no definitive therapy for early-stage non-small cell lung cancer in U.S. population, ASCO Annual Meeting, 美國芝加哥, 口頭報告, 2015-05-01-2015-05-01
2014 Chen-Ying Wu, Yu-Hsuan Lin, Theresa Jacob, Sheng-Hsuan Lin, Impact of Internet Addiction in Adolescents: Association with Sleep Quality, Lifestyle Factors and Smartphone Overuse, American Academy of Child & Adolescent Psychiatrys 62th Annual Meeting, 美國聖地亞哥, 口頭報告, 2014-10-01-2014-10-01
2013 En-Nien Tu, Yi-Ling Chi, Chih-Ming Liu, Shiew-Jyr Wang, Sheng-Hsuan Lin, Yen-Nan Chiu, Factors affecting psychological features in gender identity disorder patient, Taiwanese Society of Psychiatrys 52nd Annual Meeting, 台北, 口頭報告
2010 Sheng-Hsuan Lin, Estimation of life expectancies and loss of life expectancies for workers with permanent occupational disability of lower limbs: A follow-up study for 21 years, Annual Conference of EPICOH-Medichem Occupational Health under Globalization and New Technology, 台北, 口頭報告, 受邀演講, 2010-04-01-2010-04-01
2009 Sheng-Hsuan Lin, Estimation of life expectancies and loss of life expectancies for workers with permanent occupational disability of lower limbs: A follow-up study for 21 years, 9th Occupational Therapy Annual International Meeting, 台北, 口頭報告, 2009-04-01-2009-04-01
2009 Sheng-Hsuan Lin, Increased mortality risk for workers with a compensated, permanent occupational disability of the upper or lower extremities: a 21-year follow-up study, 29th Occupational Hygiene Association of Taiwan Conference, 台北, 口頭報告, 2009-04-01-2009-04-01
年度 計畫名稱 參與人 職稱/擔任之工作 計畫期間 補助/委託或合作機構
2021 機器學習預測模型的因果推論與機轉之方法學發展(4/5)(哥倫布計畫) 林聖軒 主持人 2021.02 ~ 2022.01 科技部
2020 機器學習預測模型的因果推論與機轉之方法學發展(3/5)(哥倫布計畫) 林聖軒 主持人 2020.02 ~ 2021.01 科技部
2019 長期追蹤研究的促效型交互作用:以因果圓派建模 林聖軒 共同主持人 2019.08 ~ 2020.07 科技部
2019 機器學習預測模型的因果推論與機轉之方法學發展(2/5)(哥倫布計畫) 林聖軒 主持人 2019.02 ~ 2020.01 科技部
2018 分析職業衛生政策對過勞相關疾病之影響:中介因子、政策改革關鍵推動力及研究差距 林聖軒 共同主持人 2018.08 ~ 2021.07 科技部
2018 機器學習預測模型的因果推論與機轉之方法學發展(1/5)(哥倫布計畫) 林聖軒 主持人 2018.02 ~ 2019.01 科技部
2017 多變量系統下的因果中介效應及交互作用分析之方法學發展(新進人員計畫) 林聖軒 主持人 2017.10 ~ 2019.07 科技部
國家 學校名稱 系所 學位 期間
美國 哈佛大學 公共衛生學院 生物統計研究所 碩士 2014.11 ~ 2016.05
美國 哈佛大學 公共衛生學院流行病學研究所 博士 2011.08 ~ 2016.05
臺灣 國立台灣大學 醫學系 學士 2003.09 ~ 2010.06
服務機關名稱 單位 職務 期間
哈佛大學 公共衛生學院流行病學研究所 訪問學者 2019.06 ~ 2019.06
新加坡國立大學 統計學與應用機率學研究所 訪問學者 2019.01 ~ 2019.01
Icahn School of Medicine at Mount Sinai 訪問學者 2018.11 ~ 2018.11
RIKEN Center for Biosystems Dynamics Research 理化學研究所 訪問學者 2018.09 ~ 2018.09
荷蘭鹿特丹Erasmus醫學中心 訪問學者 2018.08 ~ 2018.08
中央研究院 統計科學研究所 訪問學者 2017.09 ~ 2017.12
哥倫比亞大學 公共衛生學院生物統計研究所 博士後研究員 2016.06 ~ 2017.06
哈佛大學與荷蘭鹿特丹Erasmus醫學中心 公共衛生學院流行病學研究所 訪問學者 2016.06 ~ 2016.06
哈佛大學 國際衛生研究所 助教 2014.10 ~ 2014.12
哈佛大學 公共衛生學院流行病學研究所與生物統計學研究所 博士生 2014.01 ~ 2016.05
哈佛大學 流行病學研究所與生物統計學研究所 博士生兼任研究助理 2012.09 ~ 2013.05
行政院 衛生署 醫療替代役 2010.09 ~ 2011.07
台灣大學醫學院附設醫院 實習醫師 2009.06 ~ 2010.05
台灣大學醫學院附設醫院 見習醫師 2007.09 ~ 2009.05
年度 名稱 發表日期 全部作者
2021 Identification and robust estimation of swapped direct and indirect effects: Mediation analysis with unmeasured mediator–outcome confounding and intermediate confounding 2021-01-09 An-Shun Tai (戴安順), Sheng-Hsuan Lin*(林聖軒)
2020 Conceptualizing agonistic interaction in a marginal sufficient component cause model: an alternative interpretation for subadditive interaction(視覺化同效型交互作用之充分組成病因模型:對次加成作用的另類詮釋) 2020-09-09 An-Shun Tai (戴安順), Yen-Tsung Huang (黃彥棕), Wen-Chung Lee (李文宗)
2020 Sample size calculations for the multiple mediation model (多重中介因子模型之樣本數計算) 2020-09-09 An-Shun Tai (戴安順), Shr-Wen Lin (林詩紋), Sheng-Hsuan Lin*(林聖軒)
2020 Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure 2020-05-09 An-Shun Tai (戴安順), Sheng-Hsuan Lin*(林聖軒).
2020 Survival mediation analysis with the death-truncated mediator: The completeness of the survival mediation parameter 2020-04-09 An-Shun Tai (戴安順), Chun-An Tsai (蔡濬安), Sheng-Hsuan Lin*(林聖軒)
2019 General approach of causal mediation analysis with causally ordered multiple mediators and survival outcome 2019-12-27 An-Shun Tai (戴安順), Pei-Hsuan Lin (林珮璇), Yen-Tsung Huang (黃彥棕), Sheng-Hsuan Lin*(林聖軒)
2019 Generalized interventional approach for causal mediation analysis with causally ordered multiple mediators 2019-06-27 Sheng-Hsuan Lin*(林聖軒)
2012 Robust estimation of pure/natural direct effects with mediator measurement error 2012-09-27 Eric J. Tchetgen Tchetgen*, Sheng-Hsuan Lin (林聖軒)