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2013 2
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2018 2
2022 1
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Page 1
A cross-study analysis of drug response prediction in cancer cell lines.
Xia F, Allen J, Balaprakash P, Brettin T, Garcia-Cardona C, Clyde A, Cohn J, Doroshow J, Duan X, Dubinkina V, Evrard Y, Fan YJ, Gans J, He S, Lu P, Maslov S, Partin A, Shukla M, Stahlberg E, Wozniak JM, Yoo H, Zaki G, Zhu Y, Stevens R. Xia F, et al. Among authors: garcia cardona c. Brief Bioinform. 2022 Jan 17;23(1):bbab356. doi: 10.1093/bib/bbab356. Brief Bioinform. 2022. PMID: 34524425 Free PMC article.
CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research.
Wozniak JM, Jain R, Balaprakash P, Ozik J, Collier NT, Bauer J, Xia F, Brettin T, Stevens R, Mohd-Yusof J, Cardona CG, Essen BV, Baughman M. Wozniak JM, et al. Among authors: cardona cg. BMC Bioinformatics. 2018 Dec 21;19(Suppl 18):491. doi: 10.1186/s12859-018-2508-4. BMC Bioinformatics. 2018. PMID: 30577736 Free PMC article.
Predicting tumor cell line response to drug pairs with deep learning.
Xia F, Shukla M, Brettin T, Garcia-Cardona C, Cohn J, Allen JE, Maslov S, Holbeck SL, Doroshow JH, Evrard YA, Stahlberg EA, Stevens RL. Xia F, et al. Among authors: garcia cardona c. BMC Bioinformatics. 2018 Dec 21;19(Suppl 18):486. doi: 10.1186/s12859-018-2509-3. BMC Bioinformatics. 2018. PMID: 30577754 Free PMC article.
Spectral clustering with epidemic diffusion.
Smith LM, Lerman K, Garcia-Cardona C, Percus AG, Ghosh R. Smith LM, et al. Among authors: garcia cardona c. Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Oct;88(4):042813. doi: 10.1103/PhysRevE.88.042813. Epub 2013 Oct 21. Phys Rev E Stat Nonlin Soft Matter Phys. 2013. PMID: 24229231