Sheng-Hsuan Lin
Job title Associate Professor
Name Sheng-Hsuan Lin
Office Tel No. +886-3-5712121 ext.56822
Address Rm 415, 4F, Assembly Building I, 1001 University Road, Hsinchu 30010, TAIWAN
Email shenglin@nycu.edu.tw
website https://shenglin.web.nctu.edu.tw/
授課領域 Introduction to the methods of biomedical research
Causal inference
mediation analysis and interaction analysis
Research expertise Causal Inference
Mediation Analysis
Epidemiology
Biostatistics
Statistics Genomics
Psychiatry
Honor Category Year Award Name Awarding Unit
Inside School Honor 2022
Outside School Honor 2021
Inside School Honor 2021
Outside School Honor 2021
Outside School Honor 2020
Inside School Honor 2020 National Chiao Tung University Junior Chair Professor (Lee Chen Junior Chair Professor) National Chiao Tung University
Inside School Honor 2019 National Chiao Tung University Junior Chair Professor (Lee Chen Junior Chair Professor) National Chiao Tung University
Outside School Honor 2019
Inside School Honor 2019 Young Scholar Research Award National Chiao Tung University
Inside School Honor 2018 National Chiao Tung University Junior Chair Professor (Lee Chen Junior Chair Professor) National Chiao Tung University
Outside School Honor 2018 MOST Young Scholar Fellowship MOST
Inside School Honor 2017 National Chiao Tung University Junior Chair Professor (Lee Chen Junior Chair Professor) National Chiao Tung University
Outside School Honor 2016 Rose Traveling Fellowship Harvard University
Outside School Honor 2016 Reuel Stallones Student Prize Paper Award Society of Epidemiologic Research
Outside School Honor 2015 Harvard School of Public Health Scholarship Harvard School of Public Health
Outside School Honor 2015 Taiwanese Physicians Scholarship Harvard University
Outside School Honor 2012 Taiwanese Government Scholarships for Overseas Study (GSOS) Ministry of Education
Outside School Honor 2011 Government scholarship to study abroad Ministry of Education
Outside School Honor 2011 Harvard Club of the Republic of China Scholarship Harvard Club
Outside School Honor 2010 Outstanding Youth Medical School, National Taiwan University
Outside School Honor 2009 Foundation of Taiwan Medical Development Awards for Outstanding Writings Foundation of Taiwan Medical Development
Outside School Honor 2009 Scholarship of Dian-Sheng Corporation Limited Dian-Sheng Corporation Limited
Outside School Honor 2009 Awards for Outstanding Writings The 29th Occupational Hygiene Association of Taiwan Conference
Outside School Honor 2009 Outstanding Students Conference Travel Grant Foundation for the Advancement of Outstanding Scholarship
Outside School Honor 2009 Outstanding Students Conference Travel Grant, Aim for the Top University Plan National Taiwan University College of Medicine
Outside School Honor 2002 Honor Medal of the Asia Pacific Mathematic Olympiad
Outside School Honor 2001 Gold Medal of the 3rd Asia Physics Olympiad
Outside School Honor 2001 Silver Medal of the 33rd International Physics Olympiad
Outside School Honor 2000 Brown Medal of the 2nd Asia Physics Olympiad
Year Paper Title
2022 An-Shun Tai , Sheng-Hsuan Lin*, Complete effect decomposition for an arbitrary number of multiple ordered mediators with time-varying confounders: A method for generalized causal multi-mediation analysis (Accepted) (IF: 2.494; Category: Statistics & Probability; Rank: 27/125(Q1)), Statistical Methods in Medical Research
2022 Jui-Hsiang Lin, An-Shun Tai , Sheng-Hsuan Lin*, Population attributable fraction based on marginal sufficient component cause model for mediation settings (Accepted) (IF:6.996; Category: Public, Environmental & Occupational Health; Rank: 31/210(Q1)) , Annals of Epidemiology
2022 Wai-Shan Chung,Shin-Cheh Chen,Tai-Ming Ko, Yung-Chang Lin, Sheng-Hsuan Lin, Yung-Feng Lo, Shu-Chi Tseng, Chi-Chang Yu*, An Integrative Clinical Model for the Prediction of Pathological Complete Response in Patients with Operable Stage II and Stage III Triple-Negative Breast Cancer Receiving Neoadjuvant Chemotherapy (IF: 6.575; Category: Oncology; Rank: 60/245 (Q1)), Cancers, 14, 17, pp4170-4170
2022 An-Shun Tai , Sheng-Hsuan Lin* , Yu-Cheng Chu , Tsung Yu , Milo A. Puhan, Tyler VanderWeele., Causal mediation analysis with multiple time-varying mediators (IF: 4.822; Category: Public, Environmental & Occupational Health; Rank: 35/203(Q1)), Epidemiology
2022 An-Shun Tai , Ro-Ting Lin* , Yi-Chun Lin, Chung-Hsing Wang, Sheng-Hsuan Lin , Seiya Imoto, Genome-wide causal mediation analysis identifies genetic loci associated with uterine fibroids mediated by age at menarche ((IF: 6.918; Category: Obstetrics & Gynecology; Rank: 6/83(Q1)), Human Reproduction
2022 Yu-Hsuan Lin*, Sheng-Hsuan Lin, Susan Shur-Fen Gau, Screen Timing May Be More Likely Than Screen Time to Be Associated With the Risk of Autism Spectrum Disorder (IF:16.193; Category: Pediatrics; Rank: 1/129 (Q1)), JAMA Pediatrics, 176, 8, pp824-825
2022 An-Shun Tai , Pei-Hsuan Lin , Yen-Tsung Huang , Sheng-Hsuan Lin*, Path-specific effects in the presence of a survival outcome and causally ordered multiple mediators with application to genomic data (Accepted) ((IF: 3.021; Category: Statistics & Probability; Rank: 22/125(Q1)) , Statistical Methods in Medical Research
2022 Shih-Chen Fu, Ling-Chieh Shih, Pei-Hua Wu, Yi-Chen Hsieh , Chung-Han Lee , Sheng-Hsuan Lin **, Hsiuying Wang**, Exploring the Causal Effect of Constipation on Parkinson’s Disease through Mediation Analysis of Microbial Data (Accepted) (IF: 5.293; Category: Microbiology.; Rank: 33/136 (Q1)), Frontiers in Cellular and Infection Microbiology
2022 Yu-Hsuan Lin* , Sheng-Hsuan Lin , I-Ming Chen , The Direct Effect of Cognitive Behavioral Therapy for Insomnia on Depression Prevention and the Mediation Effect via Insomnia Remission (IF:21.596; Category: Psychiatry; Rank: 3/156 (Q1)), JAMA Psychiatry, 79, 5, pp514-515
2022 An-Shun Tai, Le-Hsuan Liao, and Sheng-Hsuan Lin*, On the conventional definition of path-specific effects - fully mediated interaction with multiple ordered mediators (Accepted)(IF: 4.822; Category: Public, Environmental & Occupational Health; Rank: 35/203(Q1)), Epidemiology
2022 Shih-Wei Wang, Leong-Perng Chan, Ling-Feng Wang, Che-Wei Wu, Sheng-Hsuan Lin , Tzu-Yen Huang ,Ka-Wo Lee, Secondary primary malignancy in patients with head and neck squamous cell carcinoma: 27-year experience from the perspective of diagnostic tools (IF:3.240 ; Category: Multidisciplinary Sciences; Rank: 26/72(Q2)), Plos one
2022 An-Shun Tai ,Yi-Juan Du ,Sheng-Hsuan Lin*, Robust inference on effects attributable to mediators: A controlled-direct-effect-based approach for causal effect decomposition with multiple mediators (Accepted) (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1)), Statistics in Medicine, 41, 10, pp1797-1814
2022 An-Shun Tai ,Yen-Tsung Huang ,Hwai-I Yang ,Lauren V. Lan ,Sheng-Hsuan Lin* , G-computation to causal mediation analysis with sequential multiple mediators – investigating the vulnerable time window of HBV activity for the mechanism of HCV induced hepatocellular carcinoma (Accepted) ( SSCI , IF: 3.709; Category: public, environmental & occupational health; Rank: 36/176 (Q1)), Frontiers in Public Health
2022 An-Shun Tai ,Sheng-Hsuan Lin*, Identification and robust estimation of swapped direct and indirect effects: Mediation analysis with unmeasured mediator–outcome confounding and intermediate confounding (Accepted) (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1)) , Statistics in Medicine, 41, 21, pp4143-4158
2022 Shih-Chen Fu, Chung-Han Lee , Yi-Chen Hsieh, Pei-Hua Wu , Sheng-Hsuan Lin, Hsiuying Wang, Exploring the Association of Entacapone, Gut Microbiota, and the Subsequent Side Effects in Patients with Parkinson's Disease (Accepted) (IF: 5.293; Category: Microbiology.; Rank: 33/136 (Q1)), Frontiers in Cellular and Infection Microbiology
2022 Yuan-Hung Wu, Yi-Ping Hung, Nai-Chi Chiu, Rheun-Chuan Lee, Chung-Pin Li, Yee Chao, Yi-Ming Shyr, Shin-E Wang, Shih-Chin Chen, Sheng-Hsuan Lin,..., Long-Sheng Lu, Correlation Between Drug Sensitivity Profiles of Ex Vivo Expanded Circulating Tumor Cells and Clinical Treatment Response in Pancreatic Ductal Adenocarcinoma Patients (Accepted)(IF:9.162; Category: Oncology ; Rank: 28/310(Q1)), European Journal of Cancer
2021 Tzu-Yen Huang , Wing-Hei Viola Yu , Feng-Yu Chiang , Che-Wei Wu , Shih-Chen Fu , An-Shun Tai , Yi-Chu Lin , Hsin-Yi Tseng , Ka-Wo Lee , Sheng-Hsuan Lin* , Prognostic Indicators of Non-transection Nerve Injury and Vocal Fold Motion Impairment after Thyroid Surgery –Correlation between Intraoperative Neuromonitoring Findings and Perioperative Voice Parameters (IF: 5.555; Category: Endocrinology& Metabolism; Rank: 32/145 (Q1)), Frontiers in Endocrinology
2021 Tzu-Yen Huang, Wing-Hei Viola Yu , Feng-Yu Chiang , Che-Wei Wu , Shih-Chen Fu , An-Shun Tai , Yi-Chu Lin , Hsin-Yi Tseng , Ka-Wo Lee ,Sheng-Hsuan Lin* , Correlation between Objective and Subjective High-Pitched Voice Impairment in Patients after Thyroid Surgery (IF: 5.555; Category: Endocrinology& Metabolism; Rank: 32/145 (Q1)), Frontiers in Endocrinology
2021 Tzu-Yen Huang , Wing-Hei Viola Yu , Feng-Yu Chiang , Che-Wei Wu , Shih-Chen Fu , An-Shun Tai , Yi-Chu Lin , Hsin-Yi Tseng , Ka-Wo Lee ,Sheng-Hsuan Lin* , How the Severity and Mechanism of Recurrent Laryngeal Nerve dysfunction during Monitored Thyroidectomy impact on Postoperative Voice (IF: 6.639; Category: Public, Environment & Occupational Health; Rank: 41/176 (Q1)), Cancers, 13, 21, pp5379-
2021 An-Shun Tai ,Sheng-Hsuan Lin*, Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine, 40, 21, pp4541-4567
2021 An-Shun Tai , Chun-An Tsai, Sheng-Hsuan Lin*, Survival mediation analysis with the death-truncated mediator – on the completeness of survival mediation parameter , Statistics in Medicine, 40, 17, pp3953-3974
2021 Sheng-Hsuan Lin  ,Shih-Chen Fu  ,Chu-Lan Michael Kao* , Using the Novel Mortality-Prevalence Ratio to Evaluate Potentially Undocumented SARS-CoV-2 Infection: Correlational Study (IF: 4.112; Category: Public, Environmental & Occupational Health; Rank: 28/176(Q1)), JMIR public health and surveillance (本人為第一作者), 7(1):e23034
2021 Pei-Chen Lee,Chih-Da Wu,Hui-Ju Tsai,Hsin-Yun Tsai,,Sheng-Hsuan Lin,Chia-Kai Wu,Chi-Yen Hung,Tsung-Chieh Yao, Residential greenness and birth outcomes: Evaluating the mediation and interaction effects of particulate air pollution (IF: 6.291; Category: Environmental Sciences; Rank: 40/274(Q1)), Ecotoxicology and Environmental Safety, 211
2021 An-Shun Tai , Shr-Wen Lin , Sheng-Hsuan Lin*, Sample size calculations for the multiple mediation model (多重中介因子模型之樣本數計算), 中國統計學報, 58(3):199-220, (Others)
2020 Yi-Lun Wu, Sheng-Hsuan Lin, Yu-Hsuan Lin*., Two-dimensional taxonomy of internet addiction and assessment of smartphone addiction with diagnostic criteria and mobile apps (IF: 5.143; Category: Psychiatry; Rank: 15/141(Q1)), Journal of Behavioral Addictions, (SCI)
2020 Yu-Hsuan Lin, Si-Yu Chen, Pei-Hsuan Lin, An-Shun Tai, Yuan-Chien Pan, Chang-En Hsieh, Sheng-Hsuan Lin*., Assessing User Retention of a Mobile App: Survival Analysis (IF: 4.773; Category: Medical Informatics; Rank: 8/30 (Q2)), JMIR mHealth and uHealth
2020 Björn Redfors*, Sheng-Hsuan Lin., Mediation analysis - an underused approach to cardiovascular research (IF: 1.439; Category: Cardiac & Cardiovascular Systems; Rank: 132/141(Q4)), Coronary Artery Disease, 31, 7, pp620-622, (SCI)
2020 Yu-Hsuan Lin, Kuan-I Lin, Yuan-Chien Pan, Sheng-Hsuan Lin*., Investigation of the role of anxiety and depression on the formation of phantom vibration and ringing syndrome caused by working stress during medical internship (IF:3.39; Category: Public, Environmental & Occupational Health; Rank: 42/176 (Q1)), International Journal of Environmental Research and Public Health, 17, 20, pp7480-, (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), Conceptualizing agonistic interaction in a marginal sufficient component cause model: an alternative interpretation for subadditive interaction, Journal of the Chinese Statistical Association, 58, 3, pp168-198, (Others)
2020 Yen-Tsung Huang, An-Shun Tai, Meng-Ying Chou, Geng-Xian Lin, Sheng-Hsuan Lin*
 , Six‐way decomposition of causal effects: Unifying mediation and mechanistic interaction (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine, 39, 27, pp4051-4068
2020 Hong-Hsi Lee, Sheng-Hsuan Lin*, Effects of COVID-19 prevention measures on other common infections, Taiwan (IF: 6.883; Category: Infectious Diseases; Rank: 7/92(Q1)), Emerging Infectious Diseases, 26, 10, pp2509-2511
2020 Ro-Ting Lin, Ying-Wen Liang, Masaya Takahashi, Hisashi Eguchi, Akizumi Tsutsumi, Sheng-Hsuan Lin*
 , Effect of implementing an overwork‐prevention act on working hours and overwork‐related disease: A mediation analysis (IF: 2.708; Category: Public, Environmental & Occupational Health; Rank: 99/203(Q2)), Journal of Occupational Health, 62, 1, ppe12148-
2020 Yen-Tzu Lin, Sorour Darvishi, Anant Preet, Tzu-Yen Huang, Sheng-Hsuan Lin, Hubert H. Girault, Ligang Wang, Tzu-En Lin*
 , A review: Electrochemical biosensors for oral cancer (IF: 3.398; Category: Instruments & Instrumentation; Rank: 18/64(Q2)), Chemosensors, 8, 3, pp54-, (SCI)
2020 Chia-Yi Ho, Sheng-Hsuan Lin, Meng-Che Tsai, Tsung Yu, Carol Strong, Impact of cumulative unhealthy sleep practices in adolescence on substance use in young adulthood estimated using marginal structural modeling (IF=4.677egory: Neuro Sciences; Rank: 87/273(Q2)), Frontiers in Neuroscience, 14, pp339-, (SCI)
2020 Jien-Wen Chien, Chung-Yen Chen, Sheng-Hsuan Lin, Shih-Wen Lin, Yu-Hsuan Lin*, Cardiac autonomic modulation during on-call duty under working hours restriction ( IF:3.39; Category: Public, Environmental & Occupational Health ; Rank: 42/176(Q1)), International Journal of Environmental Research and Public Health, 17, 3, pp1118-
2019 Jui-Hsiang Lin,Kuan-I Lin,Wen-Chung Lee,Sheng-Hsuan Lin*, Stochastic approach for mechanistic interaction under longitudinal studies with noninformative right censoring (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine, 39, 2, pp114-128
2019 Sheng-Hsuan Lin, Mohammad Arfan Ikram*, On the relationship of machine learning with causal inference (IF:8.082; Category: Public, Environmental & Occupational Health; Rank: 12/203 (Q1)), European Journal of Epidemiology, pp183-185
2019 Sheng-Hsuan Lin, Meng-Ying Chou, Ro-Ting Lin*, Mediation analysis for new recognition criteria, working hours and overwork-related disease: A nationwide ecological study using 11-year follow-up data in Taiwan (IF: 2.692; Category: Medicine, General & Internal; Rank: 64/169 (Q2)), BMJ Open, 9, 7, ppe028973-
2019 Pei-Yi Fan, Ming-Jen Chan, Sheng-Hsuan Lin, Hsin-Hsu Wu, Ming-Yang Chang, Ya-Chung Tian, George Kuo*, Prophylactic antibiotic reduces the risk of peritonitis after invasive gynecologic procedures (IF: 1.934; Category: Urology & Nephrology; Rank: 47/80 (Q3)), Peritoneal Dialysis International, 39, 4, pp356-361
2019 Yuan-Chien Pan, Hsiao-Han Lin, Yu-Chuan Chiu, Sheng-Hsuan Lin, Yu-Hsuan Lin*, Temporal stability of smartphone use data: Determining fundamental time unit and independent cycle (IF: 4.773; Category: Medical Informatics; Rank: 8/30 (Q2)), JMIR mHealth and uHealth, 7, 3, ppe12171-, (SCI)
2019 Sheng-Hsuan Lin, Yen‐Tsung Huang*, Hwai‐I Yang, On identification of agonistic interaction: Hepatitis B and C interaction on hepatocellular carcinoma (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine, 38, 13, pp2467-2476
2019 Yu-Hsuan Lin*, Bo-Yu Wong, Sheng-Hsuan Lin, Yu-Chuan Chiu, Yuan-Chien Pan, Yang-Han Lee, Development of a mobile application (App) to delineate "digital chronotype" and the effects of delayed chronotype by bedtime smartphone use (IF: 3.301; Category: Psychiatry; Rank: 26/142 (Q1) , Journal of Psychiatric Research, 110, pp9-15
2017 Björn Redfors, Ori Ben-Yehuda, Sheng-Hsuan Lin, 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) (IF: 2.843; Category: Cardiac & Cardiovascular Systems; Rank: 59/136 (Q2)), American Journal of Cardiology, 120, 6, pp917-923
2017 Sheng-Hsuan Lin*, Jessica G. Young, Roger Logan, Tyler J. VanderWeele, Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine, 36, 26, pp4153-4166
2017 Yu-Hsuan Lin, Po-Hsien Lin, Chih-Lin Chiang, Yang-Han Lee, Cheryl C. H. Yang, Terry B. J. Kuo, Sheng-Hsuan Lin*, Incorporation of mobile application (App) measures into the diagnosis of smartphone addiction (IF: 4.023; Category: Psychiatry; Rank: 35/146 (Q1)), Journal of Clinical Psychiatry, 78, 7, pp866-872
2017 Yu-Hsuan Lin,Yuan-Chien Pan, Sheng-Hsuan Lin, Sue-Huei Chen*, Development of short-form and screening cutoff point of the smartphone addiction inventory (SPAI-SF) (IF: 2.276; Category: Psychiatry; Rank: 58/142 (Q2)), International Journal of Methods in Psychiatric Research, 26, 2, ppe1525-
2017 Sheng-Hsuan Lin*, 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 (IF: 4.897; Category: Public, Environmental & Occupational Health; Rank: 33/203(Q1)) , Epidemiology, 28, 2, pp266-274, (SCI)
2017 Yu-Hsuan Lin, Yu-Cheng Lin, Sheng-Hsuan Lin, Yang-Han Lee, Po-Hsien Lin, Chih-Lin Chiang, Li-Ren Chang, Cheryl C. H. Yang, Terry B. J. Kuo*, To use or not to use? Compulsive behavior and its role in smartphone addiction (IF: 6.222; Category: Psychiatry; Rank: 24/156 (Q1)), Translational Psychiatry, 7, 2, ppe1030-
2017 Sheng-Hsuan Lin*, Tyler J. VanderWeele, Interventional approach for path-specific effects (IF:3; Category: Social Sciences, Mathematical Methods; Rank:12/52(Q1)), Journal of Causal Inference, 5, 1, (SCI)
2016 Yu-Hsuan Lin, Chih-Lin Chiang, Po-Hsien Lin, Li-Ren Chang, Chih-Hung Ko, Yang-Han Lee, Sheng-Hsuan Lin*, Proposed Diagnostic Criteria for Smartphone Addiction (IF:3.24; Category: Multidisciplinary Sciences; Rank: 26/73 (Q2)), Plos One, 11, 11, ppe0163010-
2016 Chun-Hao Liu, Sheng-Hsuan Lin, Yuan-Chien Pan, Yu-Hsuan Lin*, Smartphone gaming and frequent use pattern associated with smartphone addiction (IF: 1.889; Category: Medicine, General & Internal; Rank: 99/169 (Q3)), Medicine, 95, 28, ppe4068-
2016 Yuan-Hung Wu, Sheng-Shuan Lin, Hsin-Hung Chen, Feng-Chi Chang, Muh-Lii Liang, Tai-Tong Wong, Sang-Hue Yen, Yi-Wei Chen*, Radiotherapy-related intracranial aneurysm: a meta-analysis based on individual patient data (IF: 1.475; Category: Clinical Neurology; Rank: 189/208 (Q4)), Childs Nervous System, 3, 29, pp1641-1652
2015 Yu-Hsuan Lin, Yu-Cheng Lin, Yang-Han Lee, Po-Hsien Lin, Sheng-Hsuan Lin, Li-Ren Chang, Hsien-Wei Tseng, Liang-Yu Yen, Cheryl C. H. Yang, Terry B. J. Kuo*, Time Distortion Associated with Smartphone Addiction: Identifying Smartphone Addiction via a Mobile Application (App) (IF: 3.301; Category: Psychiatry; Rank: 12/77 (Q1)), Journal of Psychiatric Research, 65, pp139-145
2015 Ching-Yen Chen, Sheng-Hsuan Lin, Peng Li, Wei-Lieh Huang, Yu-Hsuan Lin*, The Role of the Harm Avoidance Personality in Depression and Anxiety During the Medical Internship (IF: 1.889; Category: Medicine, General & Internal; Rank: 99/169 (Q3)), Medicine, 94, 2, ppe389-
2013 Yu-Hsuan Lin, Ching‐Yen Chen, Peng Li, Sheng-Hsuan Lin*, A dimensional approach to the phantom vibration and ringing syndrome during medical internship (IF: 3.301; Category: Psychiatry; Rank: 12/77 (Q1)), Journal of Psychiatric Research, 47, 9, pp1254-1258, (SCI)
2013 Yu-Hsuan Lin, Sheng-Hsuan Lin, Peng Li, Wei-Lieh Huang, Ching-Yen Chen*, Prevalent Hallucinations during Medical Internships: Phantom Vibration and Ringing Syndromes (IF:3.24; Category: Multidisciplinary Sciences; Rank: 26/73 (Q2)), PLoS One, 8, 6, ppe65152-
2013 Yu-Hsuan Lin, Yen-Cheng Ho, Sheng-Hsuan Lin, Yao-Hsien Yeh, Chia-Yih Liu, Terry B. J. Kuo, Cheryl C. H. Yang, Albert C. Yang*, On-call duty effects on sleep-state physiological stability in male medical interns (IF:3.24; Category: Multidisciplinary Sciences; Rank: 26/73 (Q2)), PLoS One, 8, 6, ppe65072-
2013 Yu‐Hsuan Lin, Ching‐Yen Chen, Sheng-Hsuan Lin, Chun‐Hao Liu, Wei‐Hung Weng, Terry B. J. Kuo, Cheryl C. H. Yang*, Gender differences in cardiac autonomic modulation during medical internship (IF: 4.016; Category: Psychology, Experimental; Rank: 14/90 (Q1)), Psychophysiology, 50, 6, pp521-527
2012 Sheng-Hsuan Lin, Hsin-Yi Lee, Yu-Yin Chang, Yuh Jang, Jung-Der Wang*, Estimation of life expectancies and loss-of-life expectancies for workers with permanent occupational disabilities of the extremities - a 21-year follow-up study (IF: 5.024 ; Category: Public, Environmental & Occupational Health; Rank: 31/203 (Q1)), Scandinavian journal of work, environment & health, 38, 1, pp70-77
2011 Yu-Hsuan Lin, Terry B. J. Kuo, Yen-Cheng Ho, Sheng-Hsuan Lin, Chia-Yih Liu, Cheryl C. H. Yang*, Physiological and psychological impacts on male medical interns during on-call duty (IF:3.493 ; Category: Behavioral Sciences ; Rank: 15/53(Q2)), Stress, 15, 1, pp21-30
2010 Sheng-Hsuan Lin, Hsin-Yi Lee, Yu-Yin Chang, Yuh Jang, Pau-Chung Chen, Jung-Der Wang*, 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 (IF: 5.036; Category: Public, Environmental & Occupational Health; Rank: 12/172 (Q1)), 171, 8, pp917-923, (SCI)
Year Paper Title
2020 Sheng-Hsuan Lin, Liu Cheng-Yu, Empirical research on statistical numerology based on the social change survey database, 2020 Taiwan STS Association, Hsinchu, Taiwan, 海報展示, 2020-07-04-2020-07-05
2019 Sheng-Hsuan Lin, A brief introduction to the analysis of multiple causal intermediary effects, Taiwan Public Health Annual Conference Seminar, Taipei, Taiwan, 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, Kyoto, Japan, 口頭報告, 2019-08-13-2019-08-15
2019 Sheng-Hsuan Lin, On identification of agonistic interaction – Hepatitis B and C interaction on hepatocellular carcinoma, Society for Epidemiologic Research 52nd Annual Meeting, Minnesota, US, 海報展示, 2019-06-18-2019-06-21
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, Minnesota, US, 海報展示, 2019-06-18-2019-06-21
2018 Sheng-Hsuan Lin, Visualization and Model Identification of Promoting Mechanism Interaction, 2018 ISI Young Statisticians Regional Workshop, Taipei, 口頭報告, 2018-11-06-2018-11-06
2018 Sheng-Hsuan Lin, Causal inference and mechanism investigation under time-varying system, 13. 2018 International Statistical Symposium CSA-KSS-JSS Special Invited Sessions, Tokyo, Japan, 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, Iaşi, Romania, 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, Baltimore, US, 口頭報告, 2018-06-01-2018-06-01
2018 Sheng-Hsuan Lin, BaoLuo Sun, Model and Methodology of Quantitative Research in Numerology, 2018 Chinese Numerology Conference , Taipei, 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, Interventional approach for Path-Specific effects, Epidemiology Congress of the Americas, Miami, US, 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, Netherlands, 口頭報告, 2016-06-01-2016-06-01
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, Miami, US, 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, Boston, US, 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, Chicago, US, 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, San Diego, US, 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, Taipei, 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, Taipei, 口頭報告, 受邀演講, 2010-04-01-2010-04-01
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, Taipei, 口頭報告, 2009-04-01-2009-04-01
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, Taipei, 口頭報告, 2009-04-01-2009-04-01
Year Book Title
2017 Psychopathology of everyday life in the 21st century: smartphone addiction., Internet Addiction - Neuroscientific Approaches and Therapeutical Interventions., 392
Year Month Writing Title Other Reference URL
2022 7 Book review:“Fundamentals of Causal Inference With R” by Babette A. Brumback An-Shun Tai , Sheng-Hsuan Lin.Biometrics
2022 3 高等教育中傳統術數量化課程設計。第十一屆【中華傳統術數文化學術研討會】論文集。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/高等教育中的術數量化課程設計。第十一屆【中華傳統術數文化學術研討會】論文集.pdf
2022 3 使用機器學習進行術數量化實證研究設計。第十一屆【中華傳統術數文化學術研討會】論文集。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/機器學習進行術數量化。第十一屆【中華傳統術數文化學術研討會】論文集.pdf
2021 1 中介效應與交互作用。台北醫學大學eNews。 Sheng-Hsuan Lin
2021 1
2021 1 八字論命量化研究之問卷發展。第十屆【中華傳統術數文化學術研討會】論文集。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/八字論命量化研究之問卷發展。第十屆【中華傳統術數文化學術研討會】論文集.pdf
2021 1 中華傳統術數之量化指標發展與信效度分析。第十屆【中華傳統術數文化學術研討會】論文集。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/中華傳統術數之量化指標發展與信效度分析。第十屆【中華傳統術數文化學術研討會】論.pdf
2020 9 命理與科學的衝突和解與共生—從「宗教對談」出發尋求解決之道。第九屆【中華傳統術數文化學術研討會】論文集。 Sheng-Hsuan Lin。 https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/命理與科學的衝突和解與共生。第九屆【中華傳統術數文化學術研討會】論文集.pdf
2020 2 命理與統計的距離。科學發展月刊,第566期。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/命理與統計的距離.pdf
2020 1 民進黨那六個選區是因為民眾黨或時力才落選的嗎?用統計學來驗證。The News Lens關鍵評論網。 Sheng-Hsuan Lin https://www.thenewslens.com/article/130173
2019 10 資料科學下的因果機制的探索-中介效應分析統計方法與軟體簡介 Sheng-Hsuan Lin http://biostat.tmu.edu.tw/eNews/article.php?article_id=122
2018 4 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】論文集 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2022/03/命理學量化研究之模型與方法論第七屆術數研討會論文集.pdf
2015 4 壽者相—疾病的預測與預防。靈山現代佛教月刊,第346期。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2021/04/壽者相—疾病的預測與預防。林聖軒民104。靈山現代佛教月刊,第346期.pdf
2014 4 從流行病學的觀點談因果/從統計學隨機誤差的觀點談無常。靈山現代佛教月刊,第342期。 Sheng-Hsuan Lin https://shenghsuanlin.web.nctu.edu.tw/wp-content/uploads/sites/117/2021/04/從流行病學的觀點談因果從統計學隨機誤差的觀點談無常。林聖軒民103。靈山現代佛教月刊,第342期。.pdf
Year Project Title Participator Job Title Period Unit
2022 Causal Mediation Analysis in longitudinal studies with death truncation and time-varying multiple mediators and precision mediation Sheng-Hsuan Lin Principal Investigator 2022.08 ~ 2025.07 Ministry of Science and Technology
2022 Course development of “Advanced Causal Inference” – Adapting “Writing-Intensive Course” framework and “Virtue Peer-Review” field for elevating the literacy for scientific writing Sheng-Hsuan Lin Principal Investigator 2022.08 ~ 2023.07 Ministry of Education
2022 2022.08 ~ 2024.07
2022 Causal inference and mechanism investigation through machine learning methodology(5/5) Sheng-Hsuan Lin Principal Investigator 2022.03 ~ 2023.01 Ministry of Science and Technology
2021 Course development for causal inference theory – Integration of problem-based learning and journal reading seminar for elevating the literacy for research Sheng-Hsuan Lin Principal Investigator 2021.08 ~ 2022.07 Ministry of Education
2021 2021.03 ~ 2022.01
2021 Causal inference and mechanism investigation through machine learning methodology(4/5) Sheng-Hsuan Lin Principal Investigator 2021.02 ~ 2022.01 Ministry of Science and Technology
2020 Causal inference and mechanism investigation through machine learning methodology(3/5) Sheng-Hsuan Lin Principal Investigator 2020.02 ~ 2021.01 Ministry of Science and Technology
2019 Testing for Agonistic Interactions for Causal-Pie Modeling in Long-Term Follow-Up Studies Sheng-Hsuan Lin Co-Investigator 2019.08 ~ 2020.07 Ministry of Science and Technology
2019 Causal inference and mechanism investigation through machine learning methodology Sheng-Hsuan Lin Principal Investigator 2019.02 ~ 2020.01 Ministry of Science and Technology
2018 Analyzing the effects of occupational health policies on overworkrelated diseases: mediating factors, forces that drive national policy change, and potential gaps in the research Sheng-Hsuan Lin Co-Investigator 2018.08 ~ 2021.07 Ministry of Science and Technology
2018 Causal inference and mechanism investigation through machine learning methodology Sheng-Hsuan Lin Principal Investigator 2018.02 ~ 2019.01 Ministry of Science and Technology
2017 Causal mediation and interaction analysis with multiple mediators Sheng-Hsuan Lin Principal Investigator 2017.10 ~ 2019.07 Ministry of Science and Technology
Country School Name Department Degree Duration
U. S. A. Harvard University Master of Science (ScM), Department of Biostatistics M.S. 2014.11 ~ 2016.05
U. S. A. Harvard University Doctor of Science (ScD), Department of Epidemiology Ph. D. 2011.08 ~ 2016.05
Republic of China National Taiwan University Medicine B.S. 2003.09 ~ 2010.06
Organization Title Department Job Title Duration
National Chiao Tung University Institute of Statistics Associate Professor 2020.08 ~ 2021.01
Harvard T.H. Chan School of Public Health Department of Epidemiology Visiting Scholar 2019.06 ~ 2019.06
National University of Singapore Institute of Statistics and Applied Probability Visiting Scholar 2019.01 ~ 2019.01
Icahn School of Medicine at Mount Sinai Visiting Scholar 2018.11 ~ 2018.11
RIKEN Center for Biosystems Dynamics Research RIKEN Center for Biosystems Dynamics Research Visiting Scholar 2018.09 ~ 2018.09
National Chiao Tung University Institute of Data Science and Engineering Joint Appointment Assistant Professor 2018.08 ~ 2020.07
Erasmus Medical Center Visiting Scholar 2018.08 ~ 2018.08
Academia Sinica Institute of Statistics Visiting Scholar 2017.09 ~ 2017.12
National Chiao-Tung University Institute of Statistics Assistant Professor 2017.08 ~ 2020.07
Columbia University Mailman School of Public Health, Department of Biostatistics Postdoctoral research scientist 2016.06 ~ 2017.06
Erasmus Medical Center, Rotterdam, the Netherlands Visiting Scholar 2016.06 ~ 2016.06
Harvard University Teaching Assistant 2014.10 ~ 2014.12
Harvard University Department of Epidemiology and Biostatistics Doctoral student 2014.01 ~ 2016.05
Harvard University Department of Epidemiology and Biostatistics Research Assistant 2012.09 ~ 2013.05
Executive Yuan Department of Health Medication Substitute Services Draftee 2010.09 ~ 2011.07
National Taiwan University Hospital Internship Physician 2009.06 ~ 2010.05
National Taiwan University Hospital Clerkship Physician 2007.09 ~ 2009.05
Year Research Title Publish Date Authors
2021 Causal Mediation Analysis for Difference-in-Difference Design and Panel Data 2021-10-09 Pei-Hsuan Hsia , An-Shun Tai , Chu-Lan Micheal Kao , Yu-Hsuan Lin , Sheng-Hsuan Lin*
2021 On the conventional definition of path-specific effects − fully mediated interaction with multiple ordered mediators 2021-07-24 An-Shun Tai, Le-Hsuan Liao, Sheng-Hsuan Lin*
2021 2021-07-09
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 , Sheng-Hsuan Lin*
2020 Sample size calculations for the multiple mediation model 2020-09-09 An-Shun Tai , Shr-Wen Lin , Sheng-Hsuan Lin*
2020 Conceptualizing agonistic interaction in a marginal sufficient component cause model: an alternative interpretation for subadditive interaction 2020-09-09 An-Shun Tai , Yen-Tsung Huang , Wen-Chung Lee
2020 Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure 2020-05-09 An-Shun Tai, Sheng-Hsuan Lin*.
2020 Survival mediation analysis with the death-truncated mediator: The completeness of the survival mediation parameter 2020-04-09 An-Shun Tai, Chun-An Tsai, Sheng-Hsuan Lin*
2019 General approach of causal mediation analysis with causally ordered multiple mediators and survival outcome 2019-12-27 An-Shun Tai, Pei-Hsuan Lin, Yen-Tsung Huang, Sheng-Hsuan Lin*
2019 Generalized interventional approach for causal mediation analysis with causally ordered multiple mediators 2019-06-27 Sheng-Hsuan Lin*
2012 Robust estimation of pure/natural direct effects with mediator measurement error 2012-09-27 Eric J. Tchetgen Tchetgen*, Sheng-Hsuan Lin