| Mühendislik ve Doğa Bilimleri Fakültesi

Öznur Taştan Mühendislik ve Doğa Bilimleri Fakültesi Öğretim Üyesi (216) 483 9883 oznurtastansabanciunivedu

Personal Web

http://people.sabanciuniv.edu/otastan/

Jobs

Öğretim Üyesi

Education

Doktora, Carnegie Mellon Üniversitesi, Bilgisayar Bilimi Fakültesi

Yüksek lisans, Carnegie Mellon Üniversitesi, Bilgisayar Bilimi Fakültesi

Lisans, Sabanci Üniversitesi, Bioloji Bilimleri ve Biyomühendislik

Areas of Interest

Yapay öğrenme, Derin Öğreme, Biology ve Sağlık için Yapay Zeka, Bioenformatik

Memberships

Uluslararası Hesaplamalı Biyoloji Derneği, ISCB

Dergi makaleleri

G. Kale, E. Ayday, and O. Tastan (2018). A utility maximizing and privacy preserving approach for protecting kinship in genomic databases, Bioinformatics, 34(2):181-189.
B. Otlu, C. Fırtına, S. Keles, and O. Tastan (2017). GLANET: A tool for annotation and enrichment analysis of variable length genomic loci, Bioinformatics, 33(18), pp. 2818-28.
I Deznabi, M. MobayenJarihani, J. Nazanin, O. Tastan, E. Ayday (2017). An Inference attack on genomic data using kinship, complex correlations, and phenotype information. IEEE/ACM Transactions on Computational Biology and Bioinformatics, pp. 99, 1.
C. Yao, B.H. Chen, R. Joehanes, B. Otlu, X. Zhang, C. Liu, T. Huan, O. Tastan, L. A. Cupples, J. B. Meigs, C. S. Fox, J.E. Freedman, P. Courchesne, C. J. O'Donnell, P. J. Munson, S. Keles, D. Levy (2015). Integrated analysis of genetic variation and gene expression identifies networks for cardiovascular disease phenotypes. Circulation. 131(6):536-49.
T. Jartti, O. Palomares, M, Waris, O. Tastan, R. Nieminen, T. Puhakka, B. Rückert, A. Aab, T. Vuorinen, A. Tobias, T. Vahlberg, O. Ruuskanen, M. Akdis, and C. Akdis (2014). Distinct regulation of tonsillar immune response in virus infections. Allergy. 69(5):658-67.
O. Tastan, A. Dutta, P. Booth, and J. Klein-Seetharaman (2014). Retinal proteins as model systems for membrane protein folding. Biochimica et Biophysica Acta; 1837(5):656-63.
Z. Zhao, J. Xia, O. Tastan, I. Singh, M. Kshirsagar, J.G. Carbonell, and J. Klein-Seetharaman (2011). Virus interactions with human signal transduction pathways. International Journal of Computational Biology and Drug Design. 4(1), p83-105.
S. Uguroglu, O. Tastan, J. Klein-Seetharaman, and S.H. Leuba (2011). Identification of potentially relevant citeable articles using association rule mining. Medicinal Chemistry. 1:e101.
Y. Qi, O. Tastan, J.G. Carbonell, J. Klein-Seetharaman and J. Weston (2010). Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins. Bioinformatics, 26(18):645-52.
N.J. Venkatachari, T. Le, O. Tastan, M.D. Timothy, L. Walker, A. Ricciuti, N. Yanamala, A. Srinivasan, J. Klein-Seetharaman, M. Ramachandran, R.C. Montelaro, and V. Ayyavoo (2010). Oligomerization of HIV-1 Vpr: Identification of essential domains/residues using structure based approaches and evaluation of its relevance to Vpr functions. Virology Journal, 7:119.
S. Balakrishnan, O. Tastan, J.G. Carbonell and J. Klein-Seetharaman (2009). Alternative paths in HIV-1 targeted human signal transduction pathways. BMC Genomics 10 Suppl. 3, S30.
O. Tastan, J. Klein-Seetharaman, and H. Meirovitch (2009). The effect of loops on the structural organization of alpha-helical membrane proteins. Biophysical Journal, 96:2299-312.
O. Tastan, E. Yu, M. Ganapathiraju, A. Aref, A.J. Rader, and J. Klein-Seetharaman (2007). Comparison of stability predictions and simulated unfolding of rhodopsin structures. Photochemistry and Photobiology, 83:351-62.

Hakemli, konferans ve çalıştay makaleleri:

I. Deznabi, A. A. Celik and O. Tastan. MEMNAR: Finding mutually exclusive mutation sets through negative association rule mining. The 11th International Workshop on Machine Learning in Systems Biology, 25th ISMB/ECCB, Prag, Czech Republic, Jul 25, 2017.
A. B. Unal, O. Tastan, Identification of cancer patient subgroups via smoothed shortest path graph kernel, NIPS Workshop on Machine Learning in Computational Biology, Barcelona, Dec 10, 2016.
. Orhan and O. Tastan, ALEVS: Active learning by statistical leverage sampling, 32nd International Conference on Machine Learning (ICML), Lille, France, Jul 6 – 11, 2015.
O. Tastan, Y. Qi, J.G. Carbonell and J. Klein-Seetharaman. Refining literature-curated HIV-1, human protein-protein interactions using expert opinions. Pacific Symposium on Biocomputing, Big Island of Hawaii, 318-29, Jan 2 – 9, 2015.
Z. Zhao, J. Xia, O. Tastan, I. Singh, M. Kshirsagar, J. Carbonell and J. Klein-Seetharaman. Virus interactions with human signal transduction pathways. International journal of computational biology and drug design 4 (1), 83-105, 2011.
. Singh, O. Tastan and J. Klein-Seetharaman Comparison of virus interactions with human signal transduction pathways. Proceedings ACM International Conference on Bioinformatics and Computational Biology, p17-24, 2010.
O. Tastan, Y. Qi, JG Carbonell and J. Klein-Seetharaman. Prediction of interactions between HIV-1 and human proteins by information integration. Pacific Symposium on Biocomputing (PSB), Big Island of Hawaii, 13, p516-27, 2009.