Petar is a postdoctoral researcher at the Broad Institute of MIT and Harvard, where he is supervised by Prof. Gad Getz. He received his PhD in Computer Science at Carnegie Mellon University, where he was fortunate to be advised by Jaime Carbonell and Kun Zhang. Prior to that, he was an associate computational biologist at the Getz Lab.
His research interests span machine learning and computational biology. He is currently very interested in applying causal discovery methodology to improve genomic analysis of cancer mutation and single-cell RNA sequencing data with the goal of understanding relevant causal relationships in cancer progression. His doctoral research was in transfer learning and domain adaptation from the causal perspective, a field which he is still interested and active.
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Rheinbay E, Parasuraman P, [...], Getz G
Nature
547
(7661)
55-60
(2017).
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Haradhvala NJ, Polak P, [...], Lawrence MS, Getz G
Cell
164
(3)
538-549
(2016).
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Crompton BD, Stewart C, [...], Getz G, Mora J, Stegmaier K
Cancer Discovery
4
(11)
1326-41
(2014).
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Van Allen EM, Wagle N, [...], Gabriel S, Getz G, Garraway LA
Nature Medicine
20
(6)
682-8
(2014).
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Lawrence MS, [...], Lander ES, Getz G
Nature
505
(7484)
495-501
(2014).
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Lohr JG, Stojanov P, Carter SL, [...], Getz G, Golub TR
Cancer Cell
25
(11)
91-101
(2014).
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Kim Y, Hammerman PS, Kim J, [...], Getz G, Meyerson M, Park K
Journal Clinical Oncology
32
(2)
121-8
(2014).
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Roberts SA, [...], Getz G, Gordenin DA
Nature Genetics
45
(9)
970-6
(2013).
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Lawrence MS, Stojanov P, Polak P, [...], Lander ES, Getz G
Nature
499
(7457)
214-218
(2013).
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Dulak AM, Stojanov P, [...], Getz G, Bass AJ
Nature Genetics
45
(5)
478-86
(2013).
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Landau DA, Carter SL, Stojanov P, [...], Getz G, Wu CJ
Cell
152
(4)
714-26
(2013).
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Barbieri CE, Baca SC, Lawrence MS, [...], Getz G, Rubin MA, Garraway LA
Nature Genetics
44
(6)
685-9
(2012).
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Berger MF, Hodis E, Heffernan TP, Deribe YL, [...], Lander ES, Getz G, Chin L, Garraway LA
Nature
485
(7399)
502-6
(2012).
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Lohr J, [...], Golub TR
PNAS
109
(10)
3879-3884
(2012).
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Wang L, Lawrence MS, [...], Brown JR, Getz G, Wu CJ
The New England Journal of Medicine
365
(26)
2497-506
(2011).