Chang YH - Search Results

1

Variational Autoencoding Tissue Response to Microenvironment Perturbation.

Schau GF, Thibault G, Dane MA, Gray JW, Heiser LM, Chang YH. Schau GF, et al. Among authors: chang yh. Proc SPIE Int Soc Opt Eng. 2019 Feb;10949:109491M. doi: 10.1117/12.2512660. Epub 2019 Mar 15. Proc SPIE Int Soc Opt Eng. 2019. PMID: 31379401 Free PMC article.

2

Optimization-based inference for temporally evolving networks with applications in biology.

Chang YH, Gray J, Tomlin C. Chang YH, et al. J Comput Biol. 2012 Dec;19(12):1307-23. doi: 10.1089/cmb.2012.0190. J Comput Biol. 2012. PMID: 23210478 Free PMC article.

3

Exact reconstruction of gene regulatory networks using compressive sensing.

Chang YH, Gray JW, Tomlin CJ. Chang YH, et al. BMC Bioinformatics. 2014 Dec 14;15(1):400. doi: 10.1186/s12859-014-0400-4. BMC Bioinformatics. 2014. PMID: 25495633 Free PMC article.

4

Disentangling multidimensional spatio-temporal data into their common and aberrant responses.

Chang YH, Korkola J, Amin DN, Moasser MM, Carmena JM, Gray JW, Tomlin CJ. Chang YH, et al. PLoS One. 2015 Apr 22;10(4):e0121607. doi: 10.1371/journal.pone.0121607. eCollection 2015. PLoS One. 2015. PMID: 25901353 Free PMC article.

5

Reconstruction of Gene Regulatory Networks based on Repairing Sparse Low-rank Matrices.

Chang YH, Dobbe R, Bhushan P, Gray JW, Tomlin CJ. Chang YH, et al. IEEE/ACM Trans Comput Biol Bioinform. 2016 Jul-Aug;13(4):767-777. doi: 10.1109/TCBB.2015.2465952. Epub 2015 Aug 7. IEEE/ACM Trans Comput Biol Bioinform. 2016. PMID: 27990101 Free PMC article.

6

Quantitative Multiplex Immunohistochemistry Reveals Myeloid-Inflamed Tumor-Immune Complexity Associated with Poor Prognosis.

Tsujikawa T, Kumar S, Borkar RN, Azimi V, Thibault G, Chang YH, Balter A, Kawashima R, Choe G, Sauer D, El Rassi E, Clayburgh DR, Kulesz-Martin MF, Lutz ER, Zheng L, Jaffee EM, Leyshock P, Margolin AA, Mori M, Gray JW, Flint PW, Coussens LM. Tsujikawa T, et al. Among authors: chang yh. Cell Rep. 2017 Apr 4;19(1):203-217. doi: 10.1016/j.celrep.2017.03.037. Cell Rep. 2017. PMID: 28380359 Free PMC article.

7

SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks.

Burlingame EA, Margolin AA, Gray JW, Chang YH. Burlingame EA, et al. Among authors: chang yh. Proc SPIE Int Soc Opt Eng. 2018 Feb;10581:1058105. doi: 10.1117/12.2293249. Epub 2018 Mar 6. Proc SPIE Int Soc Opt Eng. 2018. PMID: 30283195 Free PMC article.

8

Integrative Analysis on Histopathological Image for Identifying Cellular Heterogeneity.

Chang YH, Thibault G, Johnson B, Margolin A, Gray JW. Chang YH, et al. Proc SPIE Int Soc Opt Eng. 2017 Feb;10140:101400T. doi: 10.1117/12.2250428. Epub 2017 Mar 1. Proc SPIE Int Soc Opt Eng. 2017. PMID: 30364826 Free PMC article.

9

BREAST CANCER HISTOPATHOLOGY IMAGE ANALYSIS PIPELINE FOR TUMOR PURITY ESTIMATION.

Azimi V, Chang YH, Thibault G, Smith J, Tsujikawa T, Kukull B, Jensen B, Corless C, Margolin A, Gray JW. Azimi V, et al. Among authors: chang yh. Proc IEEE Int Symp Biomed Imaging. 2017 Apr;2017:1137-1140. doi: 10.1109/ISBI.2017.7950717. Epub 2017 Jun 19. Proc IEEE Int Symp Biomed Imaging. 2017. PMID: 30364881 Free PMC article.

10

IFNγ-activated dermal lymphatic vessels inhibit cytotoxic T cells in melanoma and inflamed skin.

Lane RS, Femel J, Breazeale AP, Loo CP, Thibault G, Kaempf A, Mori M, Tsujikawa T, Chang YH, Lund AW. Lane RS, et al. Among authors: chang yh. J Exp Med. 2018 Dec 3;215(12):3057-3074. doi: 10.1084/jem.20180654. Epub 2018 Oct 31. J Exp Med. 2018. PMID: 30381467 Free PMC article.

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