Google Scholar Listing
MyBibliography
PUBLICATIONS IN STATISTICAL METHODOLOGY
Chen S, Hoch JS. (2022) Net-benefit regression with censored cost-effectiveness data from randomized or observational studies, Statistics in Medicine, in press. link
R example code to implement the methods
Chen S, Lu W, and Zhao H. (2018) An Improved Survival Estimator for Censored Medical Costs with a Kernel Approach, Communications in Statistics - Theory and Methods, 47(23), 5702-5716. link
Chen S, Tian L, Cai T, and Yu M. (2017) A General Statistical Framework for Subgroup Identification and Comparative Treatment Scoring, Biometrics, 73(4),1199-1209. link
An R package (personalized), recently developed by my colleague Jared Huling, includes some cases of our proposed framework.
Chen S, Rolfes J, and Zhao H. (2015) Estimation of Mean Health Care Costs and Incremental Cost-effectiveness Ratios with Possibly Censored Data, The Stata Journal, 5(3), 698–711. link pdf
Chen S and Zhao H. (2013) Estimating Incremental Cost-Effectiveness Ratios and Their Confidence Intervals with Different Terminating Events for Survival Time and Costs. Biostatistics, 14(3), 422–432. link
Chen S and Zhao H. (2013) Generalized Redistribute-to-the-right Algorithm: Application to the Analysis of Censored Cost Data. Journal of Statistical Theory and Practice, 7(2), 304–323. link
Jiang L and Chen S (2013) A Monte Carlo Study of Multilevel Latent Class Regression, Annals of Biometrics & Biostatistics, 1(1), 1004.
Zhao H, Zuo C, Chen S and Bang H. (2012) Nonparametric Inference for Median Costs with Censored Data, Biometrics, 68(3), 717–725.
COLLABORATIVE PUBLICATIONS
Nguyen T-N, Chen S, Chan K, Nguyen MT, Hinton L. (2022) Cognitive Functioning and Nail Salon Occupational Exposure among Vietnamese Immigrant Women in Northern California, International Journal of Environmental Research and Public Health, 19(8), 4634.
Kerlikowske K, Chen S, Golmakani MK, Sprague BL, Tice JA, Tosteson ANA, Rauscher GH, Henderson LM, Buist DSM, Lee JM, Gard CC, Miglioretti DL. (2022) Development of a Cumulative Advanced Breast Cancer Risk Prediction Model in a Screening Mammography Population, Journal of the National Cancer Institute, 114(5):676-685. doi: 10.1093/jnci/djac008. link
Online calculator for the developed risk model
Pham N, Raslan O, Strong EB, Boone J, Dublin AB, Chen S, Hacein-Bey L. (2022) High-resolution CT Imaging of the Temporal Bone, A Cadaveric Specimen Study, Journal of Neurological Surgery Part B, Skull Base, in press. DOI: https://doi.org/10.1055/s-0041-1741006.
(Co-1st Author) Liu AT, Chen S, Jena PK, Sheng L, Hu Y, Wan YY. (2021) Probiotics Improve Gastrointestinal Function and Life Quality in Pregnancy, Nutrients, 13(11), 3931.
Vlasova R, Iosif AM, Ryan A, Funk L, Murai T, Chen S, Lesh T, et al. (2021) Maternal immune activation during pregnancy alters postnatal brain growth and cognitive development in nonhuman primate offspring, Journal of Neuroscience, 41(48), 9971-9987.
Ma W, Zeng J, Chen S, Lyu Y, Toomey KA, Phan CT, Yoneda KY, Li T. (2021) Small molecular tyrosine kinase inhibitors modulated blood immune cell counts in patients with oncogene-driven NSCLC, Biomarker Research, 9(1),1-20.
Navarro SM, Chen S, Farkas L. (2021) Measuring rectal cancer tumor height, concordance between clinical exam and MRI, Diseases of the colon & Rectum, 63(6), E309-E310.
McKay RM, Vapniarsky N, Hatcher DC, Carr N, Chen S, Verstraete FJM, Cissell DD, Arzi B. (2021) The Diagnostic Yield of Cone-Beam Computed Tomography for Degenerative Changes of the Temporomandibular Joint in Dogs, Frontiers in Veterinary Science, 866.
Blitzer GC, Parekh AD, Chen S, Taparra K, Kahn JM, Fields EC, et al. (2021) Why an Increasing Number of Unmatched Residency Positions in Radiation Oncology? A Survey of Fourth Year Medical Students, Advances in Radiation Oncology, 6(5),100743.
Sarkar S, Chen S, Spencer B, Situ X, et al. (2021) Non-alcoholic steatohepatitis severity associates with FGF21 level and kidney glucose uptake, Metabolic Syndrome and Related Disorders, 19(9), 491-497.
Sarkar S, Matsukuma K, Spencer B, Chen S, Olson KA, Badawi RD, Corwin MT, Wang GB. (2020) Dynamic 18F-Fluorodeoxyglucose PET correlate of liver inflammation in NASH, Clinical Gastroenterology and Hepatology, 212(3):529-537.
Judge SJ, Darrow MA, Thorpe, SW, Gingrich AA, O'Donnell EF, Bellini AR, Sturgill IR, Vick LV, Dunai C, Stoffel KM, Lyu Y, Chen S, et al. (2020) Analysis of tumor infiltrating NK and T cells highlights IL-15 stimulation and TIGIT blockade as a combination immunotherapy strategy for soft tissue sarcomas, Journal for ImmunoTherapy of Cancer, 8(2).
Li Q, Ma W, Chen S, Tian EC, Wei S, Fan RR, Wang T, Zhou C, Li T. (2020) High integrin α3 expression is associated with poor prognosis in patients with non-small cell lung cancer, Translational Lung Cancer Research, 9(4),1361-1378.
Brower JV, Chen S, Ritter A, Liauw SL, Rosenberg SA, Reddy AV, Golden DW, Gillespie EF, Mattes MD. (2019) Comfort Level of US Radiation Oncology Graduates, Assessment of Transition to Independent Clinical Practice, Journal of Cancer Education, 36(2),278-83.
Jiang L, Chen S, Beals J, Siddique J, Hamman RF, Bullock A, Manson SM. (2019) Evaluating Community-Based Translational Interventions Using Historical Controls, Propensity Score vs. Disease Risk Score Approach, Prevention Science, 20, 598 - 608.
Wojcieszynski AP, Hullett CR, Medlin EE, Taunk NK, Shabason JE, Brower JV, Chen S, Bekelman JE, Barroilhet LM, Bradley KA. (2018) The role of radiation therapy in the treatment of Stage II endometrial cancer, A large database study, Brachytherapy, 17(4), 645 - 652.
Burr AR, Harari PM, Ko HC, Chen S, Yu M, Baschnagel AM, Kimple RJ, and Witek ME. (2018) HPV Impacts Survival of Stage IVC Non-Oropharyngeal HNSCC Cancer Patients, Otorhinolaryngology-Head and Neck Surgery, 3(1),1-7.
Davidson SM, Ko HC, Harari PM, Wieland AM, Chen S, Baschnagel AM, Kimple RJ, Witek ME. (2017) Impact of HPV-Status on Prognostic Potential of the AJCC Staging System for Larynx Cancer, Otolaryngology-Head and Neck Surgery, 159(3), 456-465.
Witek ME, Wieland AM, Chen S, Kennedy T, Hullet C, Liang E, Hartig G, Kimple RJ, and Harari PM. (2017) Outcomes for Patients with Head and Neck Squamous Cell Carcinoma Presenting with N3 Nodal Disease, Cancers of the Head & Neck, 2(1),8.
Ko HC, Harari PM, Chen S, Wieland AM, Yu M, Baschnagel AM, Kimple RJ, and Witek ME. (2017) Survival outcomes for patients with T3N0M0 squamous cell carcinoma of the glottic larynx, JAMA Otolaryngology-Head & Neck Surgery, 143(11):1126-1133.
Ko HC, Harari PM, Sacotte RM, Chen S, Wieland AM, Yu M, Baschnagel AM, Bruce JY, Kimple RJ, and Witek ME. (2017) Prognostic implications of HPV-status for patients with non-oropharyngeal head and neck squamous cell carcinomas, Journal of Cancer Research and Clinical Oncology, 143(11):2341-2350.
Ko HC, Chen S, Wieland AM, Yu M, Baschnagel AM, Brower JV, Hullett C, McCulloch TM, Hartig GK, Harari PM, and Witek ME. (2017) Clinical Outcomes for Patients Presenting with N3 Head and Neck Squamous Cell Carcinoma: Analysis of the National Cancer Database, Head &Neck, 39(11):2159-2170.
Brower JV, Chen S, Bassetti MF, Yu M, Harari PM, Ritter MA, and Baschnagel MA. (2016) Radiation Dose Escalation in Esophageal Cancer Revisited: Contemporary Analysis of the National Cancer Data Base, 2004-2012, International Journal of Radiation Oncology, Biology, Physics, 96(5), 985-993.
Brower JV, Amini A, Chen S, Hullett CR, Kimple RJ, Bassetti M, Witek ME, Yu M, and Baschnagel AM. (2016) Improved Survival with Dose Escalated Radiotherapy in Stage III Non-small Cell Lung Cancer: Analysis of the National Cancer Database, Annals of Oncology, 27(10), 1887-1894.
Jiang L, Chen S, Zhang B, Beals J, Mitchell CM, Manson SM and Roubideaux Y. (2016) Longitudinal Patterns of Stages of Change for Exercise and Lifestyle Intervention Outcomes: An Application of Latent Class Analysis with Distal Outcomes. Prevention Science, 17(3), 398-409.
Ory MG, Smith ML, Jiang L, Lee R, Chen S, Wilson AD, Stevens JA, and Parker EM. (2015) Fall Prevention in Community Settings: Results from Implementing Stepping On in Three States, Frontiers in Public Health, 2, 232.
Ory MG, Smith ML, Jiang L, Howell D, Chen S, Pulczinski JC, and Stevens AB. (2015) Texercise Effectiveness: Impacts on Physical Functioning and Quality of Life. Journal of Aging and Physical Activity, 23(4), 622-629.
Smith ML, Ory MG, Jiang L, Howell D, Chen S, Pulczinski JC, Swierc SM and Stevens AB. (2015) Texercise Select E ectiveness: An Examination of Physical Activity and Nutrition Outcomes. Translational Behavioral Medicine: Practice, Policy and Research, 5(4), 433-442.
Ory MG, Smith ML, Parker EM, Jiang L, Chen S, Wilson AD, Stevens JA, Ehrenreich H, and Lee R. (2015) Fall Prevention in Community Settings: Results from Implementing Tai Chi: Moving for Better Balance in Three States. Frontiers in Public Health, 2, 258.
Jiang L, Smith ML, Chen S, Ahn S, Kulinski K, Lorig K, and Ory MG. (2014) The Role of Session Zero in Successful Completion of Chronic Disease Self-Management Program (CDSMP)Workshops. Frontiers in Public Health, 2, 205.
Smith ML, Jiang L, Prizer LP, Ahn S, Chen S, Cho J, Graham K, and Ory MG. (2014) Health Indicators Associated with Falls among Middle-aged and Older Women Enrolled in an Evidence-based Program. Women's Health Issues, 24(6), 613-619.
(In Chinese) Jin X, Chen S, Mao X, Dai X, Yang Y, and Wang H. (2014) Progress in Patient Satisfaction of a Municipal Hospital in Relation to Public Hospital Reform, Zhejiang Medical Journal, 36(21), 1791-1797.
BOOK REVIEW
S. Chen, and M. Yu. (2017) Review of Dynamical Biostatistical Models, by Daniel Commenges, Helene Jacqmin-Gadda, Biometrics, 73(2), 714-715.
MyBibliography
PUBLICATIONS IN STATISTICAL METHODOLOGY
Chen S, Hoch JS. (2022) Net-benefit regression with censored cost-effectiveness data from randomized or observational studies, Statistics in Medicine, in press. link
R example code to implement the methods
Chen S, Lu W, and Zhao H. (2018) An Improved Survival Estimator for Censored Medical Costs with a Kernel Approach, Communications in Statistics - Theory and Methods, 47(23), 5702-5716. link
Chen S, Tian L, Cai T, and Yu M. (2017) A General Statistical Framework for Subgroup Identification and Comparative Treatment Scoring, Biometrics, 73(4),1199-1209. link
An R package (personalized), recently developed by my colleague Jared Huling, includes some cases of our proposed framework.
Chen S, Rolfes J, and Zhao H. (2015) Estimation of Mean Health Care Costs and Incremental Cost-effectiveness Ratios with Possibly Censored Data, The Stata Journal, 5(3), 698–711. link pdf
Chen S and Zhao H. (2013) Estimating Incremental Cost-Effectiveness Ratios and Their Confidence Intervals with Different Terminating Events for Survival Time and Costs. Biostatistics, 14(3), 422–432. link
Chen S and Zhao H. (2013) Generalized Redistribute-to-the-right Algorithm: Application to the Analysis of Censored Cost Data. Journal of Statistical Theory and Practice, 7(2), 304–323. link
Jiang L and Chen S (2013) A Monte Carlo Study of Multilevel Latent Class Regression, Annals of Biometrics & Biostatistics, 1(1), 1004.
Zhao H, Zuo C, Chen S and Bang H. (2012) Nonparametric Inference for Median Costs with Censored Data, Biometrics, 68(3), 717–725.
COLLABORATIVE PUBLICATIONS
Nguyen T-N, Chen S, Chan K, Nguyen MT, Hinton L. (2022) Cognitive Functioning and Nail Salon Occupational Exposure among Vietnamese Immigrant Women in Northern California, International Journal of Environmental Research and Public Health, 19(8), 4634.
Kerlikowske K, Chen S, Golmakani MK, Sprague BL, Tice JA, Tosteson ANA, Rauscher GH, Henderson LM, Buist DSM, Lee JM, Gard CC, Miglioretti DL. (2022) Development of a Cumulative Advanced Breast Cancer Risk Prediction Model in a Screening Mammography Population, Journal of the National Cancer Institute, 114(5):676-685. doi: 10.1093/jnci/djac008. link
Online calculator for the developed risk model
Pham N, Raslan O, Strong EB, Boone J, Dublin AB, Chen S, Hacein-Bey L. (2022) High-resolution CT Imaging of the Temporal Bone, A Cadaveric Specimen Study, Journal of Neurological Surgery Part B, Skull Base, in press. DOI: https://doi.org/10.1055/s-0041-1741006.
(Co-1st Author) Liu AT, Chen S, Jena PK, Sheng L, Hu Y, Wan YY. (2021) Probiotics Improve Gastrointestinal Function and Life Quality in Pregnancy, Nutrients, 13(11), 3931.
Vlasova R, Iosif AM, Ryan A, Funk L, Murai T, Chen S, Lesh T, et al. (2021) Maternal immune activation during pregnancy alters postnatal brain growth and cognitive development in nonhuman primate offspring, Journal of Neuroscience, 41(48), 9971-9987.
Ma W, Zeng J, Chen S, Lyu Y, Toomey KA, Phan CT, Yoneda KY, Li T. (2021) Small molecular tyrosine kinase inhibitors modulated blood immune cell counts in patients with oncogene-driven NSCLC, Biomarker Research, 9(1),1-20.
Navarro SM, Chen S, Farkas L. (2021) Measuring rectal cancer tumor height, concordance between clinical exam and MRI, Diseases of the colon & Rectum, 63(6), E309-E310.
McKay RM, Vapniarsky N, Hatcher DC, Carr N, Chen S, Verstraete FJM, Cissell DD, Arzi B. (2021) The Diagnostic Yield of Cone-Beam Computed Tomography for Degenerative Changes of the Temporomandibular Joint in Dogs, Frontiers in Veterinary Science, 866.
Blitzer GC, Parekh AD, Chen S, Taparra K, Kahn JM, Fields EC, et al. (2021) Why an Increasing Number of Unmatched Residency Positions in Radiation Oncology? A Survey of Fourth Year Medical Students, Advances in Radiation Oncology, 6(5),100743.
Sarkar S, Chen S, Spencer B, Situ X, et al. (2021) Non-alcoholic steatohepatitis severity associates with FGF21 level and kidney glucose uptake, Metabolic Syndrome and Related Disorders, 19(9), 491-497.
Sarkar S, Matsukuma K, Spencer B, Chen S, Olson KA, Badawi RD, Corwin MT, Wang GB. (2020) Dynamic 18F-Fluorodeoxyglucose PET correlate of liver inflammation in NASH, Clinical Gastroenterology and Hepatology, 212(3):529-537.
Judge SJ, Darrow MA, Thorpe, SW, Gingrich AA, O'Donnell EF, Bellini AR, Sturgill IR, Vick LV, Dunai C, Stoffel KM, Lyu Y, Chen S, et al. (2020) Analysis of tumor infiltrating NK and T cells highlights IL-15 stimulation and TIGIT blockade as a combination immunotherapy strategy for soft tissue sarcomas, Journal for ImmunoTherapy of Cancer, 8(2).
Li Q, Ma W, Chen S, Tian EC, Wei S, Fan RR, Wang T, Zhou C, Li T. (2020) High integrin α3 expression is associated with poor prognosis in patients with non-small cell lung cancer, Translational Lung Cancer Research, 9(4),1361-1378.
Brower JV, Chen S, Ritter A, Liauw SL, Rosenberg SA, Reddy AV, Golden DW, Gillespie EF, Mattes MD. (2019) Comfort Level of US Radiation Oncology Graduates, Assessment of Transition to Independent Clinical Practice, Journal of Cancer Education, 36(2),278-83.
Jiang L, Chen S, Beals J, Siddique J, Hamman RF, Bullock A, Manson SM. (2019) Evaluating Community-Based Translational Interventions Using Historical Controls, Propensity Score vs. Disease Risk Score Approach, Prevention Science, 20, 598 - 608.
Wojcieszynski AP, Hullett CR, Medlin EE, Taunk NK, Shabason JE, Brower JV, Chen S, Bekelman JE, Barroilhet LM, Bradley KA. (2018) The role of radiation therapy in the treatment of Stage II endometrial cancer, A large database study, Brachytherapy, 17(4), 645 - 652.
Burr AR, Harari PM, Ko HC, Chen S, Yu M, Baschnagel AM, Kimple RJ, and Witek ME. (2018) HPV Impacts Survival of Stage IVC Non-Oropharyngeal HNSCC Cancer Patients, Otorhinolaryngology-Head and Neck Surgery, 3(1),1-7.
Davidson SM, Ko HC, Harari PM, Wieland AM, Chen S, Baschnagel AM, Kimple RJ, Witek ME. (2017) Impact of HPV-Status on Prognostic Potential of the AJCC Staging System for Larynx Cancer, Otolaryngology-Head and Neck Surgery, 159(3), 456-465.
Witek ME, Wieland AM, Chen S, Kennedy T, Hullet C, Liang E, Hartig G, Kimple RJ, and Harari PM. (2017) Outcomes for Patients with Head and Neck Squamous Cell Carcinoma Presenting with N3 Nodal Disease, Cancers of the Head & Neck, 2(1),8.
Ko HC, Harari PM, Chen S, Wieland AM, Yu M, Baschnagel AM, Kimple RJ, and Witek ME. (2017) Survival outcomes for patients with T3N0M0 squamous cell carcinoma of the glottic larynx, JAMA Otolaryngology-Head & Neck Surgery, 143(11):1126-1133.
Ko HC, Harari PM, Sacotte RM, Chen S, Wieland AM, Yu M, Baschnagel AM, Bruce JY, Kimple RJ, and Witek ME. (2017) Prognostic implications of HPV-status for patients with non-oropharyngeal head and neck squamous cell carcinomas, Journal of Cancer Research and Clinical Oncology, 143(11):2341-2350.
Ko HC, Chen S, Wieland AM, Yu M, Baschnagel AM, Brower JV, Hullett C, McCulloch TM, Hartig GK, Harari PM, and Witek ME. (2017) Clinical Outcomes for Patients Presenting with N3 Head and Neck Squamous Cell Carcinoma: Analysis of the National Cancer Database, Head &Neck, 39(11):2159-2170.
Brower JV, Chen S, Bassetti MF, Yu M, Harari PM, Ritter MA, and Baschnagel MA. (2016) Radiation Dose Escalation in Esophageal Cancer Revisited: Contemporary Analysis of the National Cancer Data Base, 2004-2012, International Journal of Radiation Oncology, Biology, Physics, 96(5), 985-993.
Brower JV, Amini A, Chen S, Hullett CR, Kimple RJ, Bassetti M, Witek ME, Yu M, and Baschnagel AM. (2016) Improved Survival with Dose Escalated Radiotherapy in Stage III Non-small Cell Lung Cancer: Analysis of the National Cancer Database, Annals of Oncology, 27(10), 1887-1894.
Jiang L, Chen S, Zhang B, Beals J, Mitchell CM, Manson SM and Roubideaux Y. (2016) Longitudinal Patterns of Stages of Change for Exercise and Lifestyle Intervention Outcomes: An Application of Latent Class Analysis with Distal Outcomes. Prevention Science, 17(3), 398-409.
Ory MG, Smith ML, Jiang L, Lee R, Chen S, Wilson AD, Stevens JA, and Parker EM. (2015) Fall Prevention in Community Settings: Results from Implementing Stepping On in Three States, Frontiers in Public Health, 2, 232.
Ory MG, Smith ML, Jiang L, Howell D, Chen S, Pulczinski JC, and Stevens AB. (2015) Texercise Effectiveness: Impacts on Physical Functioning and Quality of Life. Journal of Aging and Physical Activity, 23(4), 622-629.
Smith ML, Ory MG, Jiang L, Howell D, Chen S, Pulczinski JC, Swierc SM and Stevens AB. (2015) Texercise Select E ectiveness: An Examination of Physical Activity and Nutrition Outcomes. Translational Behavioral Medicine: Practice, Policy and Research, 5(4), 433-442.
Ory MG, Smith ML, Parker EM, Jiang L, Chen S, Wilson AD, Stevens JA, Ehrenreich H, and Lee R. (2015) Fall Prevention in Community Settings: Results from Implementing Tai Chi: Moving for Better Balance in Three States. Frontiers in Public Health, 2, 258.
Jiang L, Smith ML, Chen S, Ahn S, Kulinski K, Lorig K, and Ory MG. (2014) The Role of Session Zero in Successful Completion of Chronic Disease Self-Management Program (CDSMP)Workshops. Frontiers in Public Health, 2, 205.
Smith ML, Jiang L, Prizer LP, Ahn S, Chen S, Cho J, Graham K, and Ory MG. (2014) Health Indicators Associated with Falls among Middle-aged and Older Women Enrolled in an Evidence-based Program. Women's Health Issues, 24(6), 613-619.
(In Chinese) Jin X, Chen S, Mao X, Dai X, Yang Y, and Wang H. (2014) Progress in Patient Satisfaction of a Municipal Hospital in Relation to Public Hospital Reform, Zhejiang Medical Journal, 36(21), 1791-1797.
BOOK REVIEW
S. Chen, and M. Yu. (2017) Review of Dynamical Biostatistical Models, by Daniel Commenges, Helene Jacqmin-Gadda, Biometrics, 73(2), 714-715.
