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Case Studies for Overcoming Challenges in Using Big Data in Cancer.
Sweeney SM, Hamadeh HK, Abrams N, Adam SJ, Brenner S, Connors DE, Davis GJ, Fiore LD, Gawel SH, Grossman RL, Hanlon SE, Hsu K, Kelloff GJ, Kirsch IR, Louv B, McGraw D, Meng F, Milgram D, Miller RS, Morgan E, Mukundan L, O'Brien T, Robbins P, Rubin EH, Rubinstein WS, Salmi L, Schaller TH, Shi G, Sigman CC, Srivastava S. Sweeney SM, et al. Among authors: grossman rl. Cancer Res. 2023 Apr 14;83(8):1183-1190. doi: 10.1158/0008-5472.CAN-22-1277. Cancer Res. 2023. PMID: 36625851 Free PMC article. Review.
Progress Toward Cancer Data Ecosystems.
Grossman RL. Grossman RL. Cancer J. 2018 May/Jun;24(3):126-130. doi: 10.1097/PPO.0000000000000318. Cancer J. 2018. PMID: 29794537 Free PMC article. Review.
Machine Learning Methods to Predict Lung Cancer Survival Using the Veterans Affairs Research Precision Oncology Data Commons.
Do NV, Ramos JC, Fillmore NR, Grossman RL, Fitzsimons M, Elbers DC, Meng F, Johnson BR, Ajjarapu S, DeDomenico CL, Pierce-Murray KE, Hall RB, Do AF, Gaynor K, Elkin PL, Brophy MT. Do NV, et al. Among authors: grossman rl. Stud Health Technol Inform. 2019 Aug 21;264:1453. doi: 10.3233/SHTI190480. Stud Health Technol Inform. 2019. PMID: 31438177
BloodPAC Data Commons for Liquid Biopsy Data.
Grossman RL, Dry JR, Hanlon SE, Johann DJ, Kolatkar A, Lee JSH, Meyer C, Salvatore L, Wells W, Leiman L. Grossman RL, et al. JCO Clin Cancer Inform. 2021 Apr;5:479-486. doi: 10.1200/CCI.20.00179. JCO Clin Cancer Inform. 2021. PMID: 33929890 Free PMC article.
Challenges to Using Big Data in Cancer.
Sweeney SM, Hamadeh HK, Abrams N, Adam SJ, Brenner S, Connors DE, Davis GJ, Fiore L, Gawel SH, Grossman RL, Hanlon SE, Hsu K, Kelloff GJ, Kirsch IR, Louv B, McGraw D, Meng F, Milgram D, Miller RS, Morgan E, Mukundan L, O'Brien T, Robbins P, Rubin EH, Rubinstein WS, Salmi L, Schaller T, Shi G, Sigman CC, Srivastava S. Sweeney SM, et al. Among authors: grossman rl. Cancer Res. 2023 Apr 14;83(8):1175-1182. doi: 10.1158/0008-5472.CAN-22-1274. Cancer Res. 2023. PMID: 36625843 Free PMC article. Review.
NCI Cancer Research Data Commons: Core Standards and Services.
Brady A, Charbonneau A, Grossman RL, Creasy HH, Renner R, Pihl T, Otridge J, Kim E; CRDC Program; Barnholtz-Sloan JS, Kerlavage AR. Brady A, et al. Among authors: grossman rl. Cancer Res. 2024 May 2;84(9):1384-1387. doi: 10.1158/0008-5472.CAN-23-2655. Cancer Res. 2024. PMID: 38488505 Free PMC article.
NCI Cancer Research Data Commons: Resources to Share Key Cancer Data.
Wang Z, Davidsen TM, Kuffel GR, Addepalli K, Bell A, Casas-Silva E, Dingerdissen H, Farahani K, Fedorov A, Gaheen S, Grossman RL, Kikinis R, Kim E, Otridge J, Pihl T, Porter M, Rodriguez H, Staudt LM, Thangudu RR, Venkatachari S, Zenklusen JC, Zhang X; CRDC Program; Barnholtz-Sloan JS, Kerlavage AR. Wang Z, et al. Among authors: grossman rl. Cancer Res. 2024 May 2;84(9):1388-1395. doi: 10.1158/0008-5472.CAN-23-2468. Cancer Res. 2024. PMID: 38488507 Free PMC article. Review.
Data Commons to Support Pediatric Cancer Research.
Volchenboum SL, Cox SM, Heath A, Resnick A, Cohn SL, Grossman R. Volchenboum SL, et al. Am Soc Clin Oncol Educ Book. 2017;37:746-752. doi: 10.1200/EDBK_175029. Am Soc Clin Oncol Educ Book. 2017. PMID: 28561664 Free article. Review.
A Case for Data Commons: Toward Data Science as a Service.
Grossman RL, Heath A, Murphy M, Patterson M, Wells W. Grossman RL, et al. Comput Sci Eng. 2016 Sep-Oct;18(5):10-20. doi: 10.1109/MCSE.2016.92. Epub 2016 Aug 24. Comput Sci Eng. 2016. PMID: 29033693 Free PMC article.
Developing Cancer Informatics Applications and Tools Using the NCI Genomic Data Commons API.
Wilson S, Fitzsimons M, Ferguson M, Heath A, Jensen M, Miller J, Murphy MW, Porter J, Sahni H, Staudt L, Tang Y, Wang Z, Yu C, Zhang J, Ferretti V, Grossman RL; GDC Project. Wilson S, et al. Among authors: grossman rl. Cancer Res. 2017 Nov 1;77(21):e15-e18. doi: 10.1158/0008-5472.CAN-17-0598. Cancer Res. 2017. PMID: 29092930 Free PMC article.
113 results