Medical College of Wisconsin
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Soyoung Kim PhD, BS, MS

Soyoung Kim PhD, BS, MS profile photo picture

Associate Professor

Institution: Medical College of Wisconsin
Department: Data Science Institute

Member of the Cancer Center

View Curriculum Vitae

Publications (72)

  • Efficient estimation for the multivariate Cox model with missing covariates. (Cho Y, Kim S, Ahn KW) Stat Neerl 2025 Feb;79(1) PMID: 41048830 PMCID: PMC12490781 SCOPUS ID: 2-s2.0-85216459788 10/06/2025    
  • The Cox Model With Adaptive Fused Group Bridge Penalty to Incorporate Historical Data Into the Analysis of Clinical Trials With an Application to BMT CTN 1101. (Fang X, Kim S, Martens MJ, Logan BR, Woo Ahn K) Stat Med 2025 Aug;44(18-19):e70233 PMID: 40817818 PMCID: PMC12614236 SCOPUS ID: 2-s2.0-105013464110 08/16/2025    
  • New comorbidity index associated with survival after chimeric antigen receptor T-cell therapy for large B-cell lymphoma. (Greenbaum U, Hashmi H, Elsawy M, Kim S, Moskop A, Oloyede T, Awan FT, Bachanova V, Badar T, Bar M, Barba P, Beitinjaneh AM, Cashen A, Dholaria B, Farooq U, Foglesong J, Ganguly S, Hematti P, Hill LC, Jain MD, Jain T, Kebriaei P, Kittai AS, Locke FL, Lulla PD, McGuirk JP, Mead E, Mussetti A, Nishihori T, Olson AL, Pennisi M, Perales MA, Geethakumari PR, Riedell PA, Saber W, Shouval R, Shpall EJ, Magalhaes-Silverman M, Strouse C, Turtle CJ, Vallurupalli A, Wudhikarn K, Pasquini MC, Ahmed S, Sorror M) Blood Adv 2026 Jan 13;10(1):217-227 PMID: 40811818 PMCID: PMC12811452 SCOPUS ID: 2-s2.0-105027158017 08/14/2025       2 Citations
  • Real-world outcomes of brexucabtagene autoleucel for relapsed or refractory mantle cell lymphoma: a CIBMTR analysis. (Ahmed N, Thiruvengadam SK, Hamadani M, Hu ZH, Grover N, Shadman M, Locke FL, Gerson J, Frank MJ, Budde LE, Wang M, Kim S, Bye M, Kharfan-Dabaja MA, Sauter C, Hematti P, Turtle CJ, Ahmed S, Moskop A, Logan B, Nunes A, Dalton D, Kloos I, Lee D, Xu H, Pasquini MC, Herrera AF) Blood Adv 2025 Oct 28;9(20):5382-5396 PMID: 40706035 PMCID: PMC12597645 SCOPUS ID: 2-s2.0-105022684848 07/24/2025       12 Citations
  • An Efficient Estimation Method for Additive Subdistribution Hazards Model With Left-Truncated Competing Risks Data Under the Case-Cohort Study Design. (Fang X, Woo Ahn K, Cai J, Kim S) Stat Med 2025 Jul;44(15-17):e70183 PMID: 40662850 PMCID: PMC12620030 SCOPUS ID: 2-s2.0-105010958231 07/15/2025    
  • Cytokine Release Syndrome and Neurotoxicity Following CD19 CAR-T in B-Cell Lymphoma. (Shouval R, Strouse C, Kim S, Oloyede T, Ahmed S, Awan FT, Luan D, Bachanova V, Badar T, Bar M, Barba P, Beitinjaneh AM, Cashen A, Dholaria B, Elsawy M, Ganguly S, Geethakumari PR, Greenbaum U, Hashmi H, Hill LC, Jain MD, Jain T, Kebriaei P, Kittai AS, Locke FL, Lulla PD, Mead E, McGuirk JP, Mussetti A, Nishihori T, Olson AL, Pennisi M, Perales MA, Riedell PA, Saber W, Mirza AS, Magalhaes-Silverman M, Shpall EJ, Sorror M, Wudhikarn K, Turtle CJ, Moskop A, Pasquini MC) Transplant Cell Ther 2025 Jul;31(7):419-433 PMID: 40288610 PMCID: PMC12622908 SCOPUS ID: 2-s2.0-105006943366 04/28/2025       8 Citations
  • Efficient estimation for the multivariate Cox model with missing covariates (Cho Y, Kim S, Ahn KW) Statistica Neerlandica February 2025;79(1) SCOPUS ID: 2-s2.0-85216459788 02/01/2025    
  • Competing risks regression for clustered data with covariate-dependent censoring. (Khanal M, Kim S, Fang X, Ahn KW) Commun Stat Theory Methods 2025;54(4):1081-1099 PMID: 39790905 PMCID: PMC11708822 SCOPUS ID: 2-s2.0-85189627495 01/10/2025       1 Citation
  • Adjusted curves for clustered survival and competing risks data. (Khanal M, Kim S, Ahn KW) Commun Stat Simul Comput 2025;54(1):120-143 PMID: 39790711 PMCID: PMC11708817 SCOPUS ID: 2-s2.0-85168081824 01/10/2025       1 Citation
  • Adjusted curves for clustered survival and competing risks data (Khanal M, Kim S, Ahn KW) Communications in Statistics Simulation and Computation 2025;54(1):120-143 SCOPUS ID: 2-s2.0-85168081824 01/01/2025       1 Citation
  • Competing risks regression for clustered data with covariate-dependent censoring (Khanal M, Kim S, Fang X, Woo Ahn K) Communications in Statistics Theory and Methods 2025;54(4):1081-1099 SCOPUS ID: 2-s2.0-85189627495 01/01/2025       1 Citation
  • Test Statistics and Statistical Inference for Data With Informative Cluster Sizes. (Kim S, Martens MJ, Ahn KW) Biom J 2025 Feb;67(1):e70021 PMID: 39686682 PMCID: PMC12658914 SCOPUS ID: 2-s2.0-85212263178 12/17/2024    
  • Outcomes of frail patients undergoing high-dose chemotherapy and autologous stem cell transplantation for multiple myeloma. (Yohay S, Oloyede T, Kim S, Fang X, Dhakal B, Aijaz A, Mohan M, Narra R, Pasquini M, D'Souza A, Hamadani M, Freeman CL, Akhtar OS) Br J Haematol 2024 Dec;205(6):2370-2375 PMID: 39396814 PMCID: PMC12714362 SCOPUS ID: 2-s2.0-85206072300 10/14/2024       4 Citations
  • Donor types and outcomes of transplantation in myelofibrosis: a CIBMTR study. (Jain T, Estrada-Merly N, Salas MQ, Kim S, DeVos J, Chen M, Fang X, Kumar R, Andrade-Campos M, Elmariah H, Agrawal V, Aljurf M, Bacher U, Badar T, Badawy SM, Ballen K, Beitinjaneh A, Bhatt VR, Bredeson C, DeFilipp Z, Dholaria B, Farhadfar N, Farhan S, Gandhi AP, Ganguly S, Gergis U, Grunwald MR, Hamad N, Hamilton BK, Inamoto Y, Iqbal M, Jamy O, Juckett M, Kharfan-Dabaja MA, Krem MM, Lad DP, Liesveld J, Al Malki MM, Malone AK, Murthy HS, Ortí G, Patel SS, Pawarode A, Perales MA, van der Poel M, Ringden O, Rizzieri DA, Rovó A, Savani BN, Savoie ML, Seo S, Solh M, Ustun C, Verdonck LF, Wingard JR, Wirk B, Bejanyan N, Jones RJ, Nishihori T, Oran B, Nakamura R, Scott B, Saber W, Gupta V) Blood Adv 2024 Aug 27;8(16):4281-4293 PMID: 38916866 PMCID: PMC11372592 SCOPUS ID: 2-s2.0-85203078773 06/25/2024       9 Citations
  • Efficient estimation for left-truncated competing risks regression for case-cohort studies. (Fang X, Ahn KW, Cai J, Kim S) Biometrics 2024 Jan 29;80(1) PMID: 38281769 PMCID: PMC10826882 SCOPUS ID: 2-s2.0-85184145902 01/29/2024       1 Citation
  • Post-transplantation cyclophosphamide is associated with increased bacterial infections (Ustun C, Chen M, Kim S, Auletta JJ, Batista MV, Battiwalla M, Cerny J, Gowda L, Hill JA, Liu H, Munshi PN, Nathan S, Seftel MD, Wingard JR, Chemaly RF, Dandoy CE, Perales MA, Riches M, Papanicolaou GA) Bone Marrow Transplantation January 2024;59(1):76-84 SCOPUS ID: 2-s2.0-85175257429 01/01/2024       18 Citations
  • Post-transplantation cyclophosphamide is associated with increased bacterial infections. (Ustun C, Chen M, Kim S, Auletta JJ, Batista MV, Battiwalla M, Cerny J, Gowda L, Hill JA, Liu H, Munshi PN, Nathan S, Seftel MD, Wingard JR, Chemaly RF, Dandoy CE, Perales MA, Riches M, Papanicolaou GA) Bone Marrow Transplant 2024 Jan;59(1):76-84 PMID: 37903992 PMCID: PMC11164622 SCOPUS ID: 2-s2.0-85175257429 10/31/2023       18 Citations
  • Incidence and Impact of Fungal Infections in Post-Transplantation Cyclophosphamide-Based Graft-versus-Host Disease Prophylaxis and Haploidentical Hematopoietic Cell Transplantation: A Center for International Blood and Marrow Transplant Research Analysis. (Papanicolaou GA, Chen M, He N, Martens MJ, Kim S, Batista MV, Bhatt NS, Hematti P, Hill JA, Liu H, Nathan S, Seftel MD, Sharma A, Waller EK, Wingard JR, Young JH, Dandoy CE, Perales MA, Chemaly RF, Riches M, Ustun C) Transplant Cell Ther 2024 Jan;30(1):114.e1-114.e16 PMID: 37775070 PMCID: PMC10872466 SCOPUS ID: 2-s2.0-85176212764 09/30/2023       22 Citations
  • The analysis of multiple outcomes, multiple variables and variables selection in hematopoietic cell transplantation studies (Kim S, Fang X, Ahn KW) Best Practice and Research Clinical Haematology September 2023;36(3) SCOPUS ID: 2-s2.0-85161269131 09/01/2023       1 Citation
  • The analysis of multiple outcomes, multiple variables and variables selection in hematopoietic cell transplantation studies. (Kim S, Fang X, Ahn KW) Best Pract Res Clin Haematol 2023 Sep;36(3):101478 PMID: 37611996 PMCID: PMC10447944 SCOPUS ID: 2-s2.0-85161269131 08/24/2023       1 Citation
  • Sample size and power determination for multiparameter evaluation in nonlinear regression models with potential stratification. (Martens MJ, Kim S, Ahn KW) Biometrics 2023 Dec;79(4):3916-3928 PMID: 37357412 PMCID: PMC10749377 SCOPUS ID: 2-s2.0-85162954172 06/26/2023    
  • Conditional survival and standardized mortality ratios of patients with severe aplastic anemia surviving at least one year after hematopoietic cell transplantation or immunosuppressive therapy. (Nakamura R, Patel BA, Kim S, Wong FL, Armenian SH, Groarke EM, Keesler DA, Hebert KM, Heim M, Eapen M, Young NS) Haematologica 2023 Dec 01;108(12):3298-3307 PMID: 37259612 PMCID: PMC10690917 SCOPUS ID: 2-s2.0-85171560866 06/01/2023       4 Citations
  • The incidence and impact of clostridioides difficile infection on transplant outcomes in acute leukemia and MDS after allogeneic hematopoietic cell transplant—a CIBMTR study (Ramanathan M, Kim S, He N, Chen M, Hematti P, Abid MB, Rotz SJ, Williams KM, Lazarus HM, Wirk B, Yin DE, Kanakry CG, Perales MA, Chemaly RF, Dandoy CE, Riches M, Ustun C) Bone Marrow Transplantation April 2023;58(4):360-366 SCOPUS ID: 2-s2.0-85144532838 04/01/2023       11 Citations
  • Association between the choice of the conditioning regimen and outcomes of allogeneic hematopoietic cell transplantation for myelofibrosis. (Murthy GSG, Kim S, Estrada-Merly N, Abid MB, Aljurf M, Assal A, Badar T, Badawy SM, Ballen K, Beitinjaneh A, Cerny J, Chhabra S, DeFilipp Z, Dholaria B, Perez MAD, Farhan S, Freytes CO, Gale RP, Ganguly S, Gupta V, Grunwald MR, Hamad N, Hildebrandt GC, Inamoto Y, Jain T, Jamy O, Juckett M, Kalaycio M, Krem MM, Lazarus HM, Litzow M, Munker R, Murthy HS, Nathan S, Nishihori T, Ortí G, Patel SS, Van der Poel M, Rizzieri DA, Savani BN, Seo S, Solh M, Verdonck LF, Wirk B, Yared JA, Nakamura R, Oran B, Scott B, Saber W) Haematologica 2023 Jul 01;108(7):1900-1908 PMID: 36779595 PMCID: PMC10316233 SCOPUS ID: 2-s2.0-85152676494 02/14/2023       24 Citations
  • The incidence and impact of clostridioides difficile infection on transplant outcomes in acute leukemia and MDS after allogeneic hematopoietic cell transplant-a CIBMTR study. (Ramanathan M, Kim S, He N, Chen M, Hematti P, Abid MB, Rotz SJ, Williams KM, Lazarus HM, Wirk B, Yin DE, Kanakry CG, Perales MA, Chemaly RF, Dandoy CE, Riches M, Ustun C) Bone Marrow Transplant 2023 Apr;58(4):360-366 PMID: 36543999 PMCID: PMC10079570 SCOPUS ID: 2-s2.0-85144532838 12/22/2022       11 Citations
  • Pathogenicity and impact of HLA class I alleles in aplastic anemia patients of different ethnicities. (Olson TS, Frost BF, Duke JL, Dribus M, Xie HM, Prudowsky ZD, Furutani E, Gudera J, Shah YB, Ferriola D, Dinou A, Pagkrati I, Kim S, Xu Y, He M, Zheng S, Nijim S, Lin P, Xu C, Nakano TA, Oved JH, Carreno BM, Bolon YT, Gadalla SM, Marsh SG, Paczesny S, Lee SJ, Monos DS, Shimamura A, Bertuch AA, Gragert L, Spellman SR, Babushok DV) JCI Insight 2022 Nov 22;7(22) PMID: 36219480 PMCID: PMC9746824 SCOPUS ID: 2-s2.0-85143530400 10/12/2022       22 Citations
  • Marginal semiparametric transformation models for clustered multivariate competing risks data. (He Y, Kim S, Mao L, Ahn KW) Stat Med 2022 Nov 20;41(26):5349-5364 PMID: 36117139 PMCID: PMC9650627 SCOPUS ID: 2-s2.0-85138223278 09/19/2022       2 Citations
  • Germ line predisposition variants occur in myelodysplastic syndrome patients of all ages. (Feurstein S, Trottier AM, Estrada-Merly N, Pozsgai M, McNeely K, Drazer MW, Ruhle B, Sadera K, Koppayi AL, Scott BL, Oran B, Nishihori T, Agrawal V, Saad A, Lindsley RC, Nakamura R, Kim S, Hu Z, Sobecks R, Spellman S, Saber W, Godley LA) Blood 2022 Dec 15;140(24):2533-2548 PMID: 35969835 PMCID: PMC9918848 SCOPUS ID: 2-s2.0-85143522737 08/16/2022       78 Citations
  • Comparison of hematopoietic cell transplant conditioning regimens for hemophagocytic lymphohistiocytosis disorders (Marsh RA, Hebert K, Kim S) National Medical Journal of China 26 July 2022;102(28):2209 SCOPUS ID: 2-s2.0-85176732653 07/26/2022    
  • Outcomes of allogeneic haematopoietic cell transplantation for chronic neutrophilic leukaemia: A combined CIBMTR/CMWP of EBMT analysis. (Dholaria B, Radujkovic A, Estrada-Merly N, Sirait T, Kim S, Hernández-Boluda JC, Czerw T, Hayden PJ, Kansagra A, Ho VT, Nishihori T, Shaughnessy P, Scott B, Nakamura R, Oran B, Kharfan-Dabaja M, Savani BN, McLornan D, Yakoub-Agha I, Saber W) Br J Haematol 2022 Aug;198(4):785-789 PMID: 35658101 PMCID: PMC9750039 SCOPUS ID: 2-s2.0-85131178650 06/04/2022       4 Citations
  • The mutational landscape in chronic myelomonocytic leukemia and its impact on allogeneic hematopoietic cell transplantation outcomes: a Center for Blood and Marrow Transplantation Research (CIBMTR) analysis. (Mei M, Pillai R, Kim S, Estrada-Merly N, Afkhami M, Yang L, Meng Z, Abid MB, Aljurf M, Bacher U, Beitinjaneh A, Bredeson C, Cahn JY, Cerny J, Copelan E, Cutler C, DeFilipp Z, Diaz Perez MA, Farhadfar N, Freytes CO, Gadalla SM, Ganguly S, Gale RP, Gergis U, Grunwald MR, Hamilton BK, Hashmi S, Hildebrandt GC, Lazarus HM, Litzow M, Munker R, Murthy HS, Nathan S, Nishihori T, Patel SS, Rizzieri D, Seo S, Shah MV, Solh M, Verdonck LF, Vij R, Sobecks RM, Oran B, Scott BL, Saber W, Nakamura R) Haematologica 2023 Jan 01;108(1):150-160 PMID: 35443559 PMCID: PMC9827167 SCOPUS ID: 2-s2.0-85145425537 04/22/2022       25 Citations
  • Competing risks regression models with covariates-adjusted censoring weight under the generalized case-cohort design. (Xu Y, Kim S, Zhang MJ, Couper D, Ahn KW) Lifetime Data Anal 2022 Apr;28(2):241-262 PMID: 35034255 PMCID: PMC8977245 SCOPUS ID: 2-s2.0-85123103100 01/17/2022       6 Citations
  • A calibrated Bayesian method for the stratified proportional hazards model with missing covariates. (Kim S, Kim JK, Ahn KW) Lifetime Data Anal 2022 Apr;28(2):169-193 PMID: 35034213 PMCID: PMC8977246 SCOPUS ID: 2-s2.0-85123120385 01/17/2022    
  • Relapse and Disease-Free Survival in Patients With Myelodysplastic Syndrome Undergoing Allogeneic Hematopoietic Cell Transplantation Using Older Matched Sibling Donors vs Younger Matched Unrelated Donors. (Guru Murthy GS, Kim S, Hu ZH, Estrada-Merly N, Abid MB, Aljurf M, Bacher U, Badawy SM, Beitinjaneh A, Bredeson C, Cahn JY, Cerny J, Diaz Perez MA, Farhadfar N, Gale RP, Ganguly S, Gergis U, Hildebrandt GC, Grunwald MR, Hashmi S, Hossain NM, Kalaycio M, Kamble RT, Kharfan-Dabaja MA, Hamilton BK, Lazarus HM, Liesveld J, Litzow M, Marks DI, Murthy HS, Nathan S, Nazha A, Nishihori T, Patel SS, Pawarode A, Rizzieri D, Savani B, Seo S, Solh M, Ustun C, van der Poel M, Verdonck LF, Vij R, Wirk B, Oran B, Nakamura R, Scott B, Saber W) JAMA Oncol 2022 Mar 01;8(3):404-411 PMID: 35024768 PMCID: PMC8759031 SCOPUS ID: 2-s2.0-85123085547 01/14/2022       76 Citations
  • Correction: Case-cohort design in hematopoietic cell transplant studies. (Cai J, Kim S) Bone Marrow Transplant 2022 Jan;57(1):145 PMID: 34857916 SCOPUS ID: 2-s2.0-85120652012 12/04/2021       1 Citation
  • Allogeneic transplant and CAR-T therapy after autologous transplant failure in DLBCL: a noncomparative cohort analysis. (Hamadani M, Gopal AK, Pasquini M, Kim S, Qiu X, Ahmed S, Lazaryan A, Bhatt VR, Daly A, Lulla P, Ciurea S, Gauthier J, Agrawal V, Grover NS, Lekakis L, Modi D, Dahi PB, Herr MM, Johnson PC, Hashmi H, Hematti P, Locke FL) Blood Adv 2022 Jan 25;6(2):486-494 PMID: 34673903 PMCID: PMC8791562 SCOPUS ID: 2-s2.0-85123544420 10/22/2021       40 Citations
  • Outcomes in Hematopoietic Stem Cell Transplantation for Congenital Amegakaryocytic Thrombocytopenia. (Cancio M, Hebert K, Kim S, Aljurf M, Olson T, Anderson E, Burroughs L, Vatsayan A, Myers K, Hashem H, Hanna R, Horn B, Prestidge T, Boelens JJ, Boulad F, Eapen M) Transplant Cell Ther 2022 Feb;28(2):101.e1-101.e6 PMID: 34670170 PMCID: PMC8816844 SCOPUS ID: 2-s2.0-85121465968 10/21/2021       15 Citations
  • Post-Transplantation Cyclophosphamide Is Associated with an Increase in Non-Cytomegalovirus Herpesvirus Infections in Patients with Acute Leukemia and Myelodysplastic Syndrome. (Singh A, Dandoy CE, Chen M, Kim S, Mulroney CM, Kharfan-Dabaja MA, Ganguly S, Maziarz RT, Kanakry CG, Kanakry JA, Patel SS, Hill JA, De Oliveir S, Taplitz R, Hematti P, Lazarus HM, Abid MB, Goldsmith SR, Romee R, Komanduri KV, Badawy SM, Friend BD, Beitinjaneh A, Politikos I, Perales MA, Riches M) Transplant Cell Ther 2022 Jan;28(1):48.e1-48.e10 PMID: 34587551 PMCID: PMC9717499 SCOPUS ID: 2-s2.0-85118874792 09/30/2021       43 Citations
  • Case-cohort design in hematopoietic cell transplant studies. (Cai J, Kim S) Bone Marrow Transplant 2022 Jan;57(1):1-5 PMID: 34400795 PMCID: PMC8738130 SCOPUS ID: 2-s2.0-85112731918 08/18/2021       1 Citation
  • Comparison of hematopoietic cell transplant conditioning regimens for hemophagocytic lymphohistiocytosis disorders. (Marsh RA, Hebert K, Kim S, Dvorak CC, Aquino VM, Baker KS, Chellapandian D, Dávila Saldaña B, Duncan CN, Eckrich MJ, Georges GE, Olson TS, Pulsipher MA, Shenoy S, Stenger E, Lugt MV, Yu LC, Gennery AR, Eapen M) J Allergy Clin Immunol 2022 Mar;149(3):1097-1104.e2 PMID: 34375618 PMCID: PMC8821728 SCOPUS ID: 2-s2.0-85114615522 08/11/2021       36 Citations
  • Incidence and impact of community respiratory viral infections in post-transplant cyclophosphamide-based graft-versus-host disease prophylaxis and haploidentical stem cell transplantation. (Mulroney CM, Abid MB, Bashey A, Chemaly RF, Ciurea SO, Chen M, Dandoy CE, Diaz Perez MA, Friend BD, Fuchs E, Ganguly S, Goldsmith SR, Kanakry CG, Kim S, Komanduri KV, Krem MM, Lazarus HM, Ljungman P, Maziarz R, Nishihori T, Patel SS, Perales MA, Romee R, Singh AK, Reid Wingard J, Yared J, Riches M, Taplitz R) Br J Haematol 2021 Jul;194(1):145-157 PMID: 34124796 PMCID: PMC8853845 SCOPUS ID: 2-s2.0-85107820824 06/15/2021       27 Citations
  • Optimal treatment regimes for competing risk data using doubly robust outcome weighted learning with bi-level variable selection. (He Y, Kim S, Kim MO, Saber W, Ahn KW) Comput Stat Data Anal 2021 Jun;158 PMID: 33994608 PMCID: PMC8117077 SCOPUS ID: 2-s2.0-85100560774 05/18/2021       6 Citations
  • Posttransplant cyclophosphamide is associated with increased cytomegalovirus infection: a CIBMTR analysis. (Goldsmith SR, Abid MB, Auletta JJ, Bashey A, Beitinjaneh A, Castillo P, Chemaly RF, Chen M, Ciurea S, Dandoy CE, Díaz MÁ, Fuchs E, Ganguly S, Kanakry CG, Kanakry JA, Kim S, Komanduri KV, Krem MM, Lazarus HM, Liu H, Ljungman P, Masiarz R, Mulroney C, Nathan S, Nishihori T, Page KM, Perales MA, Taplitz R, Romee R, Riches M) Blood 2021 Jun 10;137(23):3291-3305 PMID: 33657221 PMCID: PMC8351903 SCOPUS ID: 2-s2.0-85105959173 03/04/2021       174 Citations
  • Stratified proportional subdistribution hazards model with covariate-adjusted censoring weight for case-cohort studies (Kim S, Xu Y, Zhang MJ, Ahn KW) Scandinavian Journal of Statistics December 2020;47(4):1222-1242 SCOPUS ID: 2-s2.0-85085067973 12/01/2020       11 Citations
  • Genetic factors rather than blast reduction determine outcomes of allogeneic HCT in BCR-ABL-negative MPN in blast phase. (Gupta V, Kennedy JA, Capo-Chichi JM, Kim S, Hu ZH, Alyea EP, Popat UR, Sobecks RM, Scott BL, Gerds AT, Salit RB, Deeg HJ, Nakamura R, Saber W) Blood Adv 2020 Nov 10;4(21):5562-5573 PMID: 33170935 PMCID: PMC7656913 SCOPUS ID: 2-s2.0-85097009206 11/11/2020       38 Citations
  • Comparison of outcomes of HCT in blast phase of BCR-ABL12 MPN with de novo AML and with AML following MDS (Gupta V, Kim S, Hu ZH, Liu Y, Aljurf M, Bacher U, Beitinjaneh A, Cahn JY, Cerny J, Copelan E, Gadalla SM, Gale RP, Ganguly S, George B, Gerds AT, Gergis U, Hamilton BK, Hashmi S, Hildebrandt GC, Kamble RT, Kindwall-Keller T, Lazarus HM, Liesveld JL, Litzow M, Maziarz RT, Nishihori T, Olsson RF, Rizzieri D, Savani BN, Seo S, Solh M, Szer J, Verdonck LF, Wirk B, Woolfrey A, Yared JA, Alyea EP, Popat UR, Sobecks RM, Scott BL, Nakamura R, Saber W) Blood Advances 13 October 2020;4(19):4748-4757 SCOPUS ID: 2-s2.0-85092401454 10/13/2020       19 Citations
  • Statistical Methods for Time-Dependent Variables in Hematopoietic Cell Transplantation Studies. (Kim S, Logan B, Riches M, Chen M, Ahn KW) Transplant Cell Ther 2021 Feb;27(2):125-132 PMID: 33017663 PMCID: PMC8015678 SCOPUS ID: 2-s2.0-85093960710 10/06/2020       10 Citations
  • Comparison of outcomes of HCT in blast phase of BCR-ABL1- MPN with de novo AML and with AML following MDS. (Gupta V, Kim S, Hu ZH, Liu Y, Aljurf M, Bacher U, Beitinjaneh A, Cahn JY, Cerny J, Copelan E, Gadalla SM, Gale RP, Ganguly S, George B, Gerds AT, Gergis U, Hamilton BK, Hashmi S, Hildebrandt GC, Kamble RT, Kindwall-Keller T, Lazarus HM, Liesveld JL, Litzow M, Maziarz RT, Nishihori T, Olsson RF, Rizzieri D, Savani BN, Seo S, Solh M, Szer J, Verdonck LF, Wirk B, Woolfrey A, Yared JA, Alyea EP, Popat UR, Sobecks RM, Scott BL, Nakamura R, Saber W) Blood Adv 2020 Oct 13;4(19):4748-4757 PMID: 33007075 PMCID: PMC7556156 SCOPUS ID: 2-s2.0-85092401454 10/03/2020       19 Citations
  • Late effects after ablative allogeneic stem cell transplantation for adolescent and young adult acute myeloid leukemia. (Lee CJ, Kim S, Tecca HR, Bo-Subait S, Phelan R, Brazauskas R, Buchbinder D, Hamilton BK, Battiwalla M, Majhail NS, Lazarus HM, Shaw PJ, Marks DI, Litzow MR, Chhabra S, Inamoto Y, DeFilipp Z, Hildebrandt GC, Olsson RF, Kasow KA, Liesveld JL, Rotz SJ, Badawy SM, Bhatt NS, Yared JA, Page KM, Arellano ML, Kent M, Farhadfar N, Seo S, Hematti P, Freytes CO, Rovó A, Ganguly S, Nathan S, Burns L, Shaw BE, Muffly LS) Blood Adv 2020 Mar 24;4(6):983-992 PMID: 32168378 PMCID: PMC7094022 SCOPUS ID: 2-s2.0-85082533373 03/14/2020       48 Citations
  • Collection of Peripheral Blood Progenitor Cells in 1 Day Is Associated with Decreased Donor Toxicity Compared to 2 Days in Unrelated Donors. (Hsu JW, Shaw BE, Kim S, Logan BR, Sees JA, Confer DL, Pulsipher MA, Shah N, Switzer GE, Abidi MH, Ahmed IA, Anderlini PN, Bredeson C, Chhabra S, Dandoy CE, Diaz MA, Farhadfar N, Ganguly S, Gergis U, Hale GA, Hematti P, Kamble RT, Kasow KA, Lazarus HM, Liesveld JL, Murthy HS, Olsson RF, Savani BN, Schears R, Seo S, Solh M, Spitzer T, Steinberg A, Sugrue M, Warkentin P, Wingard JR) Biol Blood Marrow Transplant 2020 Jun;26(6):1210-1217 PMID: 32088366 PMCID: PMC7347029 SCOPUS ID: 2-s2.0-85082823451 02/24/2020       8 Citations
  • Incidence, Risk Factors, and Outcomes of Patients Who Develop Mucosal Barrier Injury-Laboratory Confirmed Bloodstream Infections in the First 100 Days After Allogeneic Hematopoietic Stem Cell Transplant. (Dandoy CE, Kim S, Chen M, Ahn KW, Ardura MI, Brown V, Chhabra S, Diaz MA, Dvorak C, Farhadfar N, Flagg A, Ganguly S, Hale GA, Hashmi SK, Hematti P, Martino R, Nishihori T, Nusrat R, Olsson RF, Rotz SJ, Sung AD, Perales MA, Lindemans CA, Komanduri KV, Riches ML) JAMA Netw Open 2020 Jan 03;3(1):e1918668 PMID: 31913492 PMCID: PMC6991246 SCOPUS ID: 2-s2.0-85077688075 01/09/2020       59 Citations
  • Choice of conditioning regimens for bone marrow transplantation in severe aplastic anemia. (Bejanyan N, Kim S, Hebert KM, Kekre N, Abdel-Azim H, Ahmed I, Aljurf M, Badawy SM, Beitinjaneh A, Boelens JJ, Diaz MA, Dvorak CC, Gadalla S, Gajewski J, Gale RP, Ganguly S, Gennery AR, George B, Gergis U, Gómez-Almaguer D, Vicent MG, Hashem H, Kamble RT, Kasow KA, Lazarus HM, Mathews V, Orchard PJ, Pulsipher M, Ringden O, Schultz K, Teira P, Woolfrey AE, Saldaña BD, Savani B, Winiarski J, Yared J, Weisdorf DJ, Antin JH, Eapen M) Blood Adv 2019 Oct 22;3(20):3123-3131 PMID: 31648332 PMCID: PMC6849938 SCOPUS ID: 2-s2.0-85075150491 10/28/2019       50 Citations
  • Related and unrelated donor transplantation for β-thalassemia major: results of an international survey. (Li C, Mathews V, Kim S, George B, Hebert K, Jiang H, Li C, Zhu Y, Keesler DA, Boelens JJ, Dvorak CC, Agarwal R, Auletta JJ, Goyal RK, Hanna R, Kasow K, Shenoy S, Smith AR, Walters MC, Eapen M) Blood Adv 2019 Sep 10;3(17):2562-2570 PMID: 31471325 PMCID: PMC6737407 SCOPUS ID: 2-s2.0-85072156526 09/01/2019       78 Citations
  • Increased overall and bacterial infections following myeloablative allogeneic HCT for patients with AML in CR1. (Ustun C, Kim S, Chen M, Beitinjaneh AM, Brown VI, Dahi PB, Daly A, Diaz MA, Freytes CO, Ganguly S, Hashmi S, Hildebrandt GC, Lazarus HM, Nishihori T, Olsson RF, Page KM, Papanicolaou G, Saad A, Seo S, William BM, Wingard JR, Wirk B, Yared JA, Perales MA, Auletta JJ, Komanduri KV, Lindemans CA, Riches ML) Blood Adv 2019 Sep 10;3(17):2525-2536 PMID: 31471322 PMCID: PMC6737406 SCOPUS ID: 2-s2.0-85072110353 09/01/2019       13 Citations
  • Survival outcomes of allogeneic hematopoietic cell transplants with EBV-positive or EBV-negative post-transplant lymphoproliferative disorder, A CIBMTR study. (Naik S, Riches M, Hari P, Kim S, Chen M, Bachier C, Shaughnessy P, Hill J, Ljungman P, Battiwalla M, Chhabra S, Daly A, Storek J, Ustun C, Diaz MA, Cerny J, Beitinjaneh A, Yared J, Brown V, Page K, Dahi PB, Ganguly S, Seo S, Chao N, Freytes CO, Saad A, Savani BN, Woo Ahn K, Boeckh M, Heslop HE, Lazarus HM, Auletta JJ, Kamble RT) Transpl Infect Dis 2019 Oct;21(5):e13145 PMID: 31301099 PMCID: PMC7239317 SCOPUS ID: 2-s2.0-85073491232 07/14/2019       24 Citations
  • Virus detection in the cerebrospinal fluid of hematopoietic stem cell transplant recipients is associated with poor patient outcomes: a CIBMTR contemporary longitudinal study. (Abidi MZ, Hari P, Chen M, Kim S, Battiwala M, Dahi PB, Diaz MA, Gale RP, Ganguly S, Gergis U, Green J, Hildebrandt G, Hill JA, Komanduri K, Lazarus H, Marks D, Nishihori T, Olsson R, Seo S, Ustun C, Yared J, Yin D, Wingard J, Wirk BM, Auletta J, Lindemans C, Riches M) Bone Marrow Transplant 2019 Aug;54(8):1354-1360 PMID: 30696997 PMCID: PMC7001099 SCOPUS ID: 2-s2.0-85060913611 01/31/2019       21 Citations
  • Bloodstream Infection Due to Vancomycin-resistant Enterococcus Is Associated With Increased Mortality After Hematopoietic Cell Transplantation for Acute Leukemia and Myelodysplastic Syndrome: A Multicenter, Retrospective Cohort Study. (Papanicolaou GA, Ustun C, Young JH, Chen M, Kim S, Woo Ahn K, Komanduri K, Lindemans C, Auletta JJ, Riches ML, CIBMTR® Infection and Immune Reconstitution Working Committee) Clin Infect Dis 2019 Oct 30;69(10):1771-1779 PMID: 30649224 PMCID: PMC6821199 SCOPUS ID: 2-s2.0-85066129430 01/17/2019       50 Citations
  • Bacterial blood stream infections (BSIs), particularly post-engraftment BSIs, are associated with increased mortality after allogeneic hematopoietic cell transplantation. (Ustun C, Young JH, Papanicolaou GA, Kim S, Ahn KW, Chen M, Abdel-Azim H, Aljurf M, Beitinjaneh A, Brown V, Cerny J, Chhabra S, Kharfan-Dabaja MA, Dahi PB, Daly A, Dandoy CE, Dvorak CC, Freytes CO, Hashmi S, Lazarus H, Ljungman P, Nishihori T, Page K, Pingali SRK, Saad A, Savani BN, Weisdorf D, Williams K, Wirk B, Auletta JJ, Lindemans CA, Komanduri K, Riches M) Bone Marrow Transplant 2019 Aug;54(8):1254-1265 PMID: 30546070 PMCID: PMC6565512 SCOPUS ID: 2-s2.0-85058447470 12/14/2018       66 Citations
  • Effect of Conditioning Regimen Dose Reduction in Obese Patients Undergoing Autologous Hematopoietic Cell Transplantation. (Brunstein CG, Pasquini MC, Kim S, Fei M, Adekola K, Ahmed I, Aljurf M, Agrawal V, Auletta JJ, Battiwalla M, Bejanyan N, Bubalo J, Cerny J, Chee L, Ciurea SO, Freytes C, Gadalla SM, Gale RP, Ganguly S, Hashmi SK, Hematti P, Hildebrandt G, Holmberg LA, Lahoud OB, Landau H, Lazarus HM, de Lima M, Mathews V, Maziarz R, Nishihori T, Norkin M, Olsson R, Reshef R, Rotz S, Savani B, Schouten HC, Seo S, Wirk BM, Yared J, Mineishi S, Rogosheske J, Perales MA) Biol Blood Marrow Transplant 2019 Mar;25(3):480-487 PMID: 30423481 PMCID: PMC6445718 SCOPUS ID: 2-s2.0-85058228349 11/14/2018       13 Citations
  • Bi-level variable selection for case-cohort studies with group variables. (Kim S, Woo Ahn K) Stat Methods Med Res 2019;28(10-11):3404-3414 PMID: 30306838 PMCID: PMC6748310 SCOPUS ID: 2-s2.0-85060332349 10/12/2018       4 Citations
  • Screening group variables in the proportional hazards model. (Ahn KW, Sahr N, Kim S) Stat Probab Lett 2018 Apr;135:20-25 PMID: 30034063 PMCID: PMC6051756 SCOPUS ID: 2-s2.0-85044385135 07/24/2018       3 Citations
  • Analysis of multiple survival events in generalized case-cohort designs. (Kim S, Zeng D, Cai J) Biometrics 2018 Dec;74(4):1250-1260 PMID: 29992545 PMCID: PMC6328348 SCOPUS ID: 2-s2.0-85050516471 07/12/2018       14 Citations
  • Graft-versus-host disease in recipients of male unrelated donor compared with parous female sibling donor transplants. (Kumar AJ, Kim S, Hemmer MT, Arora M, Spellman SR, Pidala JA, Couriel DR, Alousi AM, Aljurf MD, Cahn JY, Cairo MS, Cutler CS, Farhan S, Gergis U, Hale GA, Hashmi SK, Inamoto Y, Kamble RT, Kharfan-Dabaja MA, MacMillan ML, Marks DI, Nakasone H, Norkin M, Qayed M, Ringden O, Schouten HC, Schultz KR, Solh MM, Teshima T, Urbano-Ispizua A, Verdonck LF, Gale RP, Hamilton BK, Majhail NS, Loren AW) Blood Adv 2018 May 08;2(9):1022-1031 PMID: 29739773 PMCID: PMC5941995 SCOPUS ID: 2-s2.0-85060905082 05/10/2018       14 Citations
  • Variable selection with group structure in competing risks quantile regression. (Ahn KW, Kim S) Stat Med 2018 Apr 30;37(9):1577-1586 PMID: 29468710 PMCID: PMC5889760 SCOPUS ID: 2-s2.0-85042236376 02/23/2018       6 Citations
  • Long-term outcomes among 2-year survivors of autologous hematopoietic cell transplantation for Hodgkin and diffuse large b-cell lymphoma. (Myers RM, Hill BT, Shaw BE, Kim S, Millard HR, Battiwalla M, Majhail NS, Buchbinder D, Lazarus HM, Savani BN, Flowers MED, D'Souza A, Ehrhardt MJ, Langston A, Yared JA, Hayashi RJ, Daly A, Olsson RF, Inamoto Y, Malone AK, DeFilipp Z, Margossian SP, Warwick AB, Jaglowski S, Beitinjaneh A, Fung H, Kasow KA, Marks DI, Reynolds J, Stockerl-Goldstein K, Wirk B, Wood WA, Hamadani M, Satwani P) Cancer 2018 Feb 15;124(4):816-825 PMID: 29125192 PMCID: PMC5871233 SCOPUS ID: 2-s2.0-85033592450 11/11/2017       52 Citations
  • Group and within-group variable selection for competing risks data. (Ahn KW, Banerjee A, Sahr N, Kim S) Lifetime Data Anal 2018 Jul;24(3):407-424 PMID: 28779228 PMCID: PMC5797529 SCOPUS ID: 2-s2.0-85026810429 08/06/2017       11 Citations
  • Combining biomarkers for classification with covariate adjustment. (Kim S, Huang Y) Stat Med 2017 Jul 10;36(15):2347-2362 PMID: 28276080 PMCID: PMC5459674 SCOPUS ID: 2-s2.0-85014963469 03/10/2017       8 Citations
  • Dietary biomarker evaluation in a controlled feeding study in women from the Women's Health Initiative cohort. (Lampe JW, Huang Y, Neuhouser ML, Tinker LF, Song X, Schoeller DA, Kim S, Raftery D, Di C, Zheng C, Schwarz Y, Van Horn L, Thomson CA, Mossavar-Rahmani Y, Beresford SA, Prentice RL) Am J Clin Nutr 2017 Feb;105(2):466-475 PMID: 28031191 PMCID: PMC5267309 SCOPUS ID: 2-s2.0-85011695329 12/30/2016       95 Citations
  • Improving the efficiency of estimation in the additive hazards model for stratified case-cohort design with multiple diseases (Kim, S., Cai, J. and, Couper, D. ) Statistics in Medicine 01/25/2016    
  • Improving the efficiency of estimation in the additive hazards model for stratified case-cohort design with multiple diseases. (Kim S, Cai J, Couper D) Stat Med 2016 Jan 30;35(2):282-93 PMID: 26310388 PMCID: PMC4715780 SCOPUS ID: 2-s2.0-84954390442 08/28/2015       9 Citations
  • Association of pro-inflammatory high-density lipoprotein cholesterol with clinical and laboratory variables in sickle cell disease (Ataga, K. I., Hinderliter, A., Brittain, J.E., Jones, S., Xu, H., Cai, J., Kim, S., Pritchard Jr, K. A., and Hiller, C.A. ) Hematology 01/01/2015    
  • More efficient estimators in case-cohort studies (Kim, S., Cai, J., and Lu, W.) Biometrika 05/01/2013    
    • Last update: 11/04/2025