林聖軒
職稱 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
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 2024 國立陽明交通大學112-2學期「激勵型教學」獎勵 國立陽明交通大學
校內榮譽 2023 國立陽明交通大學112-1學期「激勵型教學」獎勵 國立陽明交通大學
校內榮譽 2023 國立陽明交通大學111-1學期【創新類】特色課程:課程傑出獎 (得獎課程:因果推論) 國立陽明交通大學
校外榮譽 2023 112年新竹地區社會優秀青年獎 新竹團委會
校內榮譽 2023 國立陽明交通大學111-2學期「激勵型教學」獎勵 國立陽明交通大學
校外榮譽 2022 中國統計學社論文指導教授獎 (學生: 夏珮瑄佳作獎/謝宜真佳作獎/吳佩樺佳作獎) 中國統計學社
校內榮譽 2022 國立陽明交通大學111-1學期「激勵型教學」獎勵 國立陽明交通大學
校內榮譽 2022 110學年度理學院優良教學獎 國立陽明交通大學 理學院
校外榮譽 2021 中國統計學社論文指導教授獎 (學生: 廖樂諠佳作獎) 中國統計學社
校內榮譽 2021 國立陽明交通大學110-1學期「激勵型教學」獎勵 國立陽明交通大學
校外榮譽 2021 第九屆傑出人才發展基金會 年輕學者創新獎 傑出人才發展基金會
校外榮譽 2020 中國統計學社論文指導教授獎 (學生: 蔡濬安佳作獎 /杜宜娟 佳作獎) 中國統計學社
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 國立交通大學青年講座教授(陳澧青年講座教授) 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 國立交通大學理學院年輕學者研究獎 國立交通大學
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
校外榮譽 2018 科技部- MOST Young Scholar Fellowship 科技部
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 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 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 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 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 2012 教育部公費留學考試獎學金 教育部
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 2011 哈佛校友會王元君紀念獎助學金 哈佛校友會
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 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 2009 典聖有限公司獎助學金 典聖有限公司
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 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 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 2002 亞太數學奧林匹亞競賽 榮譽獎
校外榮譽 2001 亞太物理奧林匹亞競賽 金牌獎
校外榮譽 2001 國際物理奧林匹亞競賽 銀牌獎
校外榮譽 2000 亞太物理奧林匹亞競賽 銅牌獎
年度 論文名稱
2024 Yi-Hsuan Lin (林怡瑄) , Chia-Hung Lin, Yu-Chih Lin, Yu-Yao Huang, An-Shun Tai (戴安順), Shih-Chen Fu (傅詩宸), Sheng-Hsuan Lin*(林聖軒)., Sodium-Glucose Cotransporter 2 inhibitors reduce the risk of hospitalization for heart failure and amputation rate compared with incretin-based therapy in patients with diabetic foot disease: A nationwide population-based study (IF:4.2; Category: Endocrinology & Metabolism ;Rank:51/145 (Q2)), Endocrine Practice, Feb. 2024
2023 An-Shun Tai (戴安順), Sheng-Hsuan Lin*(林聖軒), Multiply robust estimation of natural indirect effects with multiple ordered mediators (IF: 2.0; Category: Statistics & Probability; Rank: 57/164(Q2)) , Statistics in Medicine, vol. 43, 4, pp. 656-673, Dec. 2023
2023 Yanyan Ni, Francis P. Flores, Phyllis Lun, Ke Ning, Mathew S.C. Chow, Linwei Tian, Sheng-Hsuan Lin(林聖軒) et al, Understanding paediatric COVID-19 vaccination during the pandemic: a prospective cohort and a population-based registry study (IF:7.1; Category: Health Care Sciences & Services;Rank:7/106 (Q1)), Lancet Regional Health - Western Pacific, vol. Volume43:100976, Nov. 2023
2023 Sheng-Hsuan Lin(林聖軒), Yu-Tung Lan, Pei-Hsuan Hsia(夏珮瑄), Chu-Lan Kao(高竹嵐), Hsiao-Hui Tsou, Yu-Hsuan Lin* (林煜軒), Internet Searches for “Insomnia” and “Suicide” Mediated by Stay-at-Home Behaviors in 45 Countries during the First 12 Months of the COVID-19 Pandemic (IF: 6.533; Category: Clinical Neurology; Rank: 29/212(Q1)), Journal of Affective Disorders, vol. 325, pp. 119-126, Jan. 2023
2022 Hui-Tzung Luh (陸惠宗), Kuo-Wei Chen, Ling-Yu Yang, Yi-Tzu Chen, Sheng-Hsuan Lin (林聖軒), Kuo-Chuan Wang, Dar-Ming Lai,  Sung-Tsang Hsieh, Does a negative correlation of heme oxygenase–1 with hematoma thickness in chronic subdural hematomas affect neovascularization and microvascular leakage? A retrospective study with preliminary validation (IF:5.526; Category: Surgery; Rank:23/213 (Q1)), Journal of Neurosurgery, Jan. 2023
2022 Yi-Hsuan Lin (林怡瑄), Chia-Hung Lin, Yu-Yao Huang, Hsin-Yun Chen, An-Shun Tai(戴安順), Shih-Chen Fu(傅詩宸), Sheng-Hwu Hsieh, Jui-Hung Sun, Szu-Tah Chen  , Sheng-Hsuan Lin*(林聖軒), Regimen comprising GLP-1 receptor agonist and basal insulin can decrease the effect of food on glycemic variability compared to a pre-mixed insulin regimen (IF:4.981; Category: Medicine, Research & Experimental; Rank:58/139 (Q2)), European Journal of Medical Research, Dec. 2022
2022 Yu‑Chih Lin, Yi‑Hsuan Lin(林怡瑄),Jian‑Hong Chou,Yu‑Tai Lo, Chih‑Hsiang Chang, Sheng‑Hsun Lee, Sheng‑Hsuan Lin*(林聖軒), Higher reinfection rate after two-stage revision arthroplasty in patients with refractory diabetes mellitus: a retrospective analysis with a minimum ten-year follow up (IF:2.562; Category: Orthopedics; Rank:44/86 (Q3)), BMC Musculoskeletal Disorders 23, 990 (2022) (本人為通訊作者), Nov. 2022
2022 An-Shun Tai (戴安順), Sheng-Hsuan Lin*(林聖軒), Complete effect decomposition for an arbitrary number of multiple ordered mediators with time-varying confounders: A method for generalized causal multi-mediation analysis(IF: 2.494; Category: Statistics & Probability; Rank: 27/125(Q1)), Statistical Methods in Medical Research (本人為通訊作者), vol. 32, 1, Nov. 2022
2022 Jui-Hsiang Lin (林瑞祥), An-Shun Tai (戴安順) , Sheng-Hsuan Lin*(林聖軒), Population attributable fraction based on marginal sufficient component cause model for mediation settings (IF:6.996; Category: Public, Environmental & Occupational Health; Rank: 31/210(Q1)) , Annals of Epidemiology (本人為通訊作者), vol. 75, pp. 57-66, Sep. 2022
2022 Wai-Shan Chung,Shin-Cheh Chen,Tai-Ming Ko, Yung-Chang Lin, Sheng-Hsuan Lin (林聖軒), 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, vol. 14, 17, pp. 4170-4170, Aug. 2022
2022 An-Shun Tai (戴安順), Sheng-Hsuan Lin*(林聖軒) , Yu-Cheng Chu (褚育誠), Tsung Yu (余聰), 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 (本人為通訊作者), vol. 34, 1, pp. 8-19, Aug. 2022
2022 An-Shun Tai (戴安順), Ro-Ting Lin* (林若婷), Yi-Chun Lin, Chung-Hsing Wang, Sheng-Hsuan Lin (林聖軒) , 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, Jun. 2022
2022 Yu-Hsuan Lin* (林煜軒), Sheng-Hsuan Lin (林聖軒), Susan Shur-Fen Gau (高淑芬), 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, vol. 176, 8, pp. 824-825, May. 2022
2022 An-Shun Tai (戴安順), Pei-Hsuan Lin (林珮璇) , Yen-Tsung Huang (黃彥棕), Sheng-Hsuan Lin*(林聖軒), 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 (本人為通訊作者), May. 2022
2022 Shih-Chen Fu (傅詩宸), Ling-Chieh Shih (施伶潔), Pei-Hua Wu (吳佩樺), Yi-Chen Hsieh (謝宜真), Chung-Han Lee (李宗翰), Sheng-Hsuan Lin (林聖軒)**, Hsiuying Wang**(王秀瑛), Exploring the Causal Effect of Constipation on Parkinson’s Disease through Mediation Analysis of Microbial Data (IF: 5.293; Category: Microbiology.; Rank: 33/136 (Q1)), Frontiers in Cellular and Infection Microbiology (本人為共同通訊作者), May. 2022
2022 Shih-Chen Fu (傅詩宸), Chung-Han Lee (李宗翰), Yi-Chen Hsieh (謝宜真), Pei-Hua Wu (吳佩樺), Sheng-Hsuan Lin (林聖軒), Hsiuying Wang (王秀瑛), A Pilot Study Exploring the Association of Entacapone, Gut Microbiota, and the Subsequent Side Effects in Patients With Parkinson's Disease (IF: 5.293; Category: Microbiology.; Rank: 33/136 (Q1)), Frontiers in Cellular and Infection Microbiology (本人為共同通訊作者), Apr. 2022
2022 Yu-Hsuan Lin* (林煜軒), Sheng-Hsuan Lin (林聖軒), I-Ming Chen (陳宜明), 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, vol. 79, 5, pp. 514-515, Mar. 2022
2022 Yi-Hsuan Lin (林怡瑄) , Chia-Hung Lin, Yu-Yao Huang, An-Shun Tai (戴安順), Shih-Chen Fu (傅詩宸), Szu-Tah Chen , Sheng-Hsuan Lin*(林聖軒), Risk factors of first and recurrent genitourinary tract infection in patients with type 2 diabetes treated with SGLT2 inhibitors: A retrospective cohort study (IF:5.1; Category: Endocrinology & Metabolism ;Rank:37/145 (Q2)), Diabetes Research and Clinical Practice, vol. Volume 186, 109816, Mar. 2022
2022 An-Shun Tai (戴安順), Le-Hsuan Liao (廖樂諠), and Sheng-Hsuan Lin*(林聖軒), On the conventional definition of path-specific effects - fully mediated interaction with multiple ordered mediators (IF: 4.822; Category: Public, Environmental & Occupational Health; Rank: 35/203(Q1)), Epidemiology (本人為通訊作者), vol. 33, 6, pp. 817-827, Mar. 2022
2022 Shih-Wei Wang, Leong-Perng Chan, Ling-Feng Wang, Che-Wei Wu, Sheng-Hsuan Lin (林聖軒), 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, Feb. 2022
2022 An-Shun Tai (戴安順) ,Yi-Juan Du (杜宜娟),Sheng-Hsuan Lin*(林聖軒), Robust inference on effects attributable to mediators: A controlled-direct-effect-based approach for causal effect decomposition with multiple mediators (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1)), Statistics in Medicine (本人為通訊作者), vol. 41, 10, pp. 1797-1814, Feb. 2022
2022 An-Shun Tai (戴安順),Yen-Tsung Huang (黃彥棕),Hwai-I Yang (楊懷壹),Lauren V. Lan (藍鈴雅),Sheng-Hsuan Lin* (林聖軒), 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 ( SSCI , IF: 3.709; Category: public, environmental & occupational health; Rank: 36/176 (Q1)), Frontiers in Public Health (本人為通訊作者), Jan. 2022
2022 An-Shun Tai (戴安順),Sheng-Hsuan Lin*(林聖軒), Identification and robust estimation of swapped direct and indirect effects: Mediation analysis with unmeasured mediator–outcome confounding and intermediate confounding (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1)) , Statistics in Medicine (本人為通訊作者), vol. 41, 21, pp. 4143-4158, Dec. 2021
2022 Yuan-Hung Wu (吳元宏), 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 (林聖軒),..., 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, 2022
2021 Tzu-Yen Huang (黃子晏), Wing-Hei Viola Yu (余詠禧), Feng-Yu Chiang (江豐裕), Che-Wei Wu (吳哲維), Shih-Chen Fu (傅詩宸), An-Shun Tai (戴安順), Yi-Chu Lin (林逸筑), Hsin-Yi Tseng (曾馨儀), Ka-Wo Lee (李家和), Sheng-Hsuan Lin* (林聖軒), 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 (本人為通訊作者), Nov. 2021
2021 Tzu-Yen Huang (黃子晏), Wing-Hei Viola Yu (余詠禧), Feng-Yu Chiang (江豐裕), Che-Wei Wu (吳哲維), Shih-Chen Fu (傅詩宸), An-Shun Tai (戴安順), Yi-Chu Lin (林逸筑), Hsin-Yi Tseng (曾馨儀), Ka-Wo Lee (李家和),Sheng-Hsuan Lin* (林聖軒), 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 (本人為通訊作者), Nov. 2021
2021 Tzu-Yen Huang (黃子晏), Wing-Hei Viola Yu (余詠禧), Feng-Yu Chiang (江豐裕), Che-Wei Wu (吳哲維), Shih-Chen Fu (傅詩宸), An-Shun Tai (戴安順), Yi-Chu Lin (林逸筑), Hsin-Yi Tseng (曾馨儀), Ka-Wo Lee (李家和),Sheng-Hsuan Lin* (林聖軒), 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 (本人為通訊作者), vol. 13, 21, pp. 5379-, Oct. 2021
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 (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine (本人為通訊作者), vol. 40, 21, pp. 4541-4567, Jun. 2021
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 (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine (本人為通訊作者), vol. 40, 17, pp. 3953-3974, Jun. 2021
2021 Sheng-Hsuan Lin (林聖軒) ,Shih-Chen Fu (傅詩宸) ,Chu-Lan Michael Kao* (高竹嵐), 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), vol. 7(1):e23034, Jan. 2021
2021 Pei-Chen Lee(李佩珍),Chih-Da Wu,Hui-Ju Tsai(蔡慧如),Hsin-Yun Tsai,Sheng-Hsuan Lin(林聖軒),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, vol. 211, Jan. 2021
2021 An-Shun Tai (戴安順), Shr-Wen Lin (林詩紋), Sheng-Hsuan Lin*(林聖軒), 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, vol. 58(3):199-220, Sep. 2020
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 (IF: 5.143; Category: Psychiatry; Rank: 15/141(Q1)), Journal of Behavioral Addictions, Jan. 2021
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)., Assessing User Retention of a Mobile App: Survival Analysis (IF: 4.773; Category: Medical Informatics; Rank: 8/30 (Q2)), JMIR mHealth and uHealth (本人為通訊作者), Nov. 2020
2020 Björn Redfors*, Sheng-Hsuan Lin (林聖軒)., Mediation analysis - an underused approach to cardiovascular research (IF: 1.439; Category: Cardiac & Cardiovascular Systems; Rank: 132/141(Q4)), Coronary Artery Disease, vol. 31, 7, pp. 620-622, Nov. 2020
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 (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, vol. 58, 3, pp. 168-198, Sep. 2020
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 (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine (本人為通訊作者), vol. 39, 27, pp. 4051-4068, Sep. 2020
2020 Hong-Hsi Lee (李鴻禧), Sheng-Hsuan Lin*(林聖軒), Effects of COVID-19 prevention measures on other common infections, Taiwan (IF: 6.883; Category: Infectious Diseases; Rank: 7/92(Q1)), Emerging Infectious Diseases (本人為通訊作者), vol. 26, 10, pp. 2509-2511, Jul. 2020
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 (IF: 2.708; Category: Public, Environmental & Occupational Health; Rank: 99/203(Q2)), Journal of Occupational Health (本人為通訊作者), vol. 62, 1, pp. e12148-, Jul. 2020
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 (IF: 3.398; Category: Instruments & Instrumentation; Rank: 18/64(Q2)), Chemosensors, vol. 8, 3, pp. 54-, Jul. 2020
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 (IF=4.677egory: Neuro Sciences; Rank: 87/273(Q2)), Frontiers in Neuroscience, vol. 14, pp. 339-, Apr. 2020
2020 Jien-Wen Chien (錢建文), Chung-Yen Chen (陳宗延), 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 ( IF:3.39; Category: Public, Environmental & Occupational Health ; Rank: 42/176(Q1)), International Journal of Environmental Research and Public Health, vol. 17, 3, pp. 1118-, Feb. 2020
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 (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine (本人為通訊作者), vol. 39, 2, pp. 114-128, Nov. 2019
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 (本人為第一作者), pp. 183-185, Sep. 2019
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 (IF: 2.692; Category: Medicine, General & Internal; Rank: 64/169 (Q2)), BMJ Open (本人為第一作者), vol. 9, 7, pp. e028973-, Jul. 2019
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 (IF: 1.934; Category: Urology & Nephrology; Rank: 47/80 (Q3)), Peritoneal Dialysis International, vol. 39, 4, pp. 356-361, Jul. 2019
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 (IF: 4.773; Category: Medical Informatics; Rank: 8/30 (Q2)), JMIR mHealth and uHealth, vol. 7, 3, pp. e12171-, Mar. 2019
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 (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine (本人為第一作者), vol. 38, 13, pp. 2467-2476, Mar. 2019
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 (IF: 3.301; Category: Psychiatry; Rank: 26/142 (Q1) , Journal of Psychiatric Research, vol. 110, pp. 9-15, Mar. 2019
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) (IF: 2.843; Category: Cardiac & Cardiovascular Systems; Rank: 59/136 (Q2)), The American Journal of Cardiology, vol. 120, 6, pp. 917-923, Sep. 2017
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 (IF: 1.9592; Category: statistics & probability; Rank: 28/124 (Q1) ), Statistics in Medicine (本人為第一作者兼通訊作者), vol. 36, 26, pp. 4153-4166, Aug. 2017
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 (IF: 4.023; Category: Psychiatry; Rank: 35/146 (Q1)), The Journal of Clinical Psychiatry (本人為共同通訊作者), vol. 78, 7, pp. 866-872, Jul. 2017
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) (IF: 2.276; Category: Psychiatry; Rank: 58/142 (Q2)), International Journal of Methods in Psychiatric Research, vol. 26, 2, pp. e1525-, Jun. 2017
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 (IF: 4.897; Category: Public, Environmental & Occupational Health; Rank: 33/203(Q1)) , Epidemiology (本人為第一作者兼通訊作者), vol. 28, 2, pp. 266-274, Mar. 2017
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 (IF: 6.222; Category: Psychiatry; Rank: 24/156 (Q1)), Translational Psychiatry, vol. 7, 2, pp. e1030-, Feb. 2017
2017 Sheng-Hsuan Lin*(林聖軒), Tyler J. VanderWeele, Interventional approach for path-specific effects (IF:3; Category: Social Sciences, Mathematical Methods; Rank:12/52(Q1)), Journal of Causal Inference (本人為第一作者兼通訊作者), vol. 5, 1, Jan. 2017
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 (IF:3.24; Category: Multidisciplinary Sciences; Rank: 26/73 (Q2)), PLoS One (本人為通訊作者), vol. 11, 11, pp. e0163010-, Nov. 2016
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 (IF: 1.889; Category: Medicine, General & Internal; Rank: 99/169 (Q3)), Medicine, vol. 95, 28, pp. e4068-, Jul. 2016
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 (IF: 1.475; Category: Clinical Neurology; Rank: 189/208 (Q4)), Childs Nervous System, vol. 3, 29, pp. 1641-1652, Jun. 2016
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) (IF: 3.301; Category: Psychiatry; Rank: 12/77 (Q1)), Journal of Psychiatric Research, vol. 65, pp. 139-145, Jun. 2015
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 (IF: 1.889; Category: Medicine, General & Internal; Rank: 99/169 (Q3)), Medicine, vol. 94, 2, pp. e389-, Jan. 2015
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 (IF: 3.301; Category: Psychiatry; Rank: 12/77 (Q1)), Journal of Psychiatric Research (本人為通訊作者), vol. 47, 9, pp. 1254-1258, Sep. 2013
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 (IF:3.24; Category: Multidisciplinary Sciences; Rank: 26/73 (Q2)), PLoS One, vol. 8, 6, pp. e65152-, Jun. 2013
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 (IF:3.24; Category: Multidisciplinary Sciences; Rank: 26/73 (Q2)), PLoS One, vol. 8, 6, pp. e65072-, Jun. 2013
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 (IF: 4.016; Category: Psychology, Experimental; Rank: 14/90 (Q1)), Psychophysiology, vol. 50, 6, pp. 521-527, Jun. 2013
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 (IF: 5.024 ; Category: Public, Environmental & Occupational Health; Rank: 31/203 (Q1)), Scandinavian journal of work, environment & health (本人為第一作者), vol. 38, 1, pp. 70-77, Jan. 2012
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 (IF:3.493 ; Category: Behavioral Sciences ; Rank: 15/53(Q2)), Stress, vol. 15, 1, pp. 21-30, Jun. 2011
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 (IF: 5.036; Category: Public, Environmental & Occupational Health; Rank: 12/172 (Q1)), American Journal of Epidemiology (本人為第一作者), vol. 171, 8, pp. 917-923, Mar. 2010
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, 海報展示, Jul. 04-05, 2020, 新竹
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, 口頭報告, Sep. 26-28, 2019, 台北
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, 口頭報告, Aug. 13-15, 2019, 日本京都
2019 Sheng-Hsuan Lin, On identification of agonistic interaction – Hepatitis B and C interaction on hepatocellular carcinoma, Society for Epidemiologic Research 52nd Annual Meeting, 海報展示, Jun. 18-21, 2019, 美國明尼蘇達
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, 海報展示, Jun. 18-21, 2019, 美國明尼蘇達
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, 口頭報告, Nov. 06, 2018, 台北
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, 口頭報告, Sep. 12, 2018, 日本東京
2018 Sheng-Hsuan Lin, Visualization and identification of agonistic interaction – hepatitis B and C interaction on hepatocellular carcinoma, 23rd International conference on COMPUTATIONAL STATISTICS, 海報展示, Aug. 28-31, 2018, 羅馬尼亞雅西
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, 口頭報告, Jun. 01, 2018, 美國巴爾的摩
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, 口頭報告, Mar. 31, 2018, 台北
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, Jul. 01, 2017
2016 Sheng-Hsuan Lin, Interventional approach for Path-Specific effects, Epidemiology Congress of the Americas, 口頭報告, Jun. 01, 2016, 美國邁阿密
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, 口頭報告, Jun. 01, 2016, 荷蘭
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, 口頭報告, Jun. 01, 2016, 美國邁阿密
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, 口頭報告, Jun. 01, 2015, 美國波士頓
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, 口頭報告, May. 01, 2015, 美國芝加哥
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, 口頭報告, Oct. 01, 2014, 美國聖地亞哥
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, 口頭報告, 2013, 台北
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, 口頭報告, 受邀演講, Apr. 01, 2010, 台北
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, 口頭報告, Apr. 01, 2009, 台北
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, 口頭報告, Apr. 01, 2009, 台北
年度 書名
2017 Psychopathology of everyday life in the 21st century: smartphone addiction., Internet Addiction - Neuroscientific Approaches and Therapeutical Interventions., 392, Jan. 1970
年度 月份 著作名稱 其他 參考連結
2022 3 高等教育中傳統術數量化課程設計 林聖軒、鄭志明、吳俊育(民111)。第十一屆【中華傳統術數文化學術研討會】論文集。 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 林聖軒、謝宜真、劉政猷、鄭志明(民111)。第十一屆【中華傳統術數文化學術研討會】論文集 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
2022 12 Book review:“Fundamentals of Causal Inference With R” by Babette A. Brumback 戴安順, 林聖軒.Biometrics https://doi.org/10.1111/biom.13733
2021 1 中介效應與交互作用。 林聖軒 。台北醫學大學eNews。
2021 1 交互作用的估計與詮釋。 戴安順、傅詩宸、廖樂諠、林聖軒。台北醫學大學eNews,第43期。
2021 1 八字論命量化研究之問卷發展。 陳彥宏、林聖軒。第十屆【中華傳統術數文化學術研討會】論文集。 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。 林聖軒、劉政猷、鄭志明(民110)。第十屆【中華傳統術數文化學術研討會】論文集。 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。 林聖軒、劉政猷、鄭志明。第九屆【中華傳統術數文化學術研討會】論文集。 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 林聖軒,科學發展月刊,第566期。 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。 林聖軒。The News Lens關鍵評論網。 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 林聖軒, 台北資學大學eNews,第33期。 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 林聖軒, 孫保羅 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。 林聖軒 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。 林聖軒 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
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
2023 理學院-分項計畫4: 發展「基因體-轉錄體-微生物體」資料的機器學習因果模型與研究帕金森氏症的致病機轉。 林聖軒 主持人 2023.09 ~ 2023.12 教育部
2023 (玉山商業銀行)人工智慧於金融科技之應用(第三期)」研究計畫 林聖軒 共同主持人 2023.08 ~ 2025.07 玉山台大產學合作計畫案
2023 「因果推論」課程—利用「質性因果推論」對錯誤的因果訊息進行批判以加強「媒體素養教育」 林聖軒 主持人 2023.08 ~ 2024.07 教育部
2023 推廣國內統計學門與國際統計計算學會之連結與影響力:IASC-ARS秘書長執行計畫(補助學者提昇國際影響力計畫) 林聖軒 主持人 2023.07 ~ 2023.12 國科會
2022 長期追蹤資料之因果中介分析理論與方法–發展死亡截切下的多重時變中介方程式與精準中介分析(優秀年輕學者研究計畫) 林聖軒 主持人 2022.08 ~ 2025.07 科技部
2022 「高等因果推論」課程設計-使用「密集寫作教學」框架以及「虛擬同儕審查期刊」場域提升學生論文寫作能力素養 林聖軒 主持人 2022.08 ~ 2023.07 教育部
2022 量化環境因子對全球胰臟癌之影響(II) 林聖軒 共同主持人 2022.08 ~ 2024.07 科技部
2022 機器學習預測模型的因果推論與機轉之方法學發展(5/5)(2030跨世代年輕學者方案—國際年輕傑出學者) 林聖軒 主持人 2022.03 ~ 2023.01 科技部
2021 邁向2030年智慧醫療大健康跨域計畫 林聖軒 協同研究人員 2021.11 ~ 2023.10 科技部
2021 「因果推論」課程設計 – 將「問題導向學習」帶入書報討論課堂以提升學生研究能力素養 林聖軒 主持人 2021.08 ~ 2022.07 教育部
2021 量化環境因子對全球胰臟癌之影響 林聖軒 共同主持人 2021.03 ~ 2022.01 科技部
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
國立陽明交通大學 統計學研究所 副教授 2021.02 ~ 2023.07
國立交通大學 統計學研究所 副教授 2020.08 ~ 2021.01
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
國立交通大學 數據科學與工程研究所 合聘助理教授 2018.08 ~ 2020.07
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
國立交通大學 統計學研究所 助理教授 2017.08 ~ 2020.07
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 Causal Mediation Analysis for Difference-in-Difference Design and Panel Data 2021-10-09 Pei-Hsuan Hsia (夏珮瑄), An-Shun Tai (戴安順) , Chu-Lan Micheal Kao (高竹嵐), Yu-Hsuan Lin (林煜軒), Sheng-Hsuan Lin*(林聖軒)
2021 On the conventional definition of path-specific effects − fully mediated interaction with multiple ordered mediators 2021-07-24 An-Shun Tai(戴安順), Le-Hsuan Liao(廖樂諠), Sheng-Hsuan Lin*(林聖軒).
2021 Causal mediation analysis with multiple time-varying mediators 2021-07-09 An-Shun Tai (戴安順), Sheng-Hsuan Lin*(林聖軒) , Yu-Cheng Chu (褚育誠), Tsung Yu (余聰), Milo A. Puhan, Tyler VanderWeele.
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 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 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 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)