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Safoora Yousefi
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Year
Predicting cancer outcomes from histology and genomics using convolutional networks
P Mobadersany, S Yousefi, M Amgad, DA Gutman, JS Barnholtz-Sloan, ...
Proceedings of the National Academy of Sciences 115 (13), E2970-E2979, 2018
5282018
Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models
S Yousefi, F Amrollahi, M Amgad, C Dong, JE Lewis, C Song, DA Gutman, ...
Nature Scientific reports 7 (1), 11707, 2017
1532017
Multi-faceted computational assessment of risk and progression in oligodendroglioma implicates NOTCH and PI3K pathways
SH Halani, S Yousefi, JV Vega, MR Rossi, Z Zhao, F Amrollahi, CA Holder, ...
Nature Precision Oncology 2 (1), 24, 2018
252018
Transfer Learning From Nucleus Detection To Classification In Histopathology Images
S Yousefi, Y Nie
Proceedings of The IEEE International Symposium on Biomedical Imaging (ISBI), 2019
112019
Learning Genomic Representations to Predict Clinical Outcomes in Cancer
S Yousefi, C Song, N Nauata, L Cooper
International Conference on Learning Representations (ICLR), 2016
112016
A continuous-time mutually-exciting point process framework for prioritizing events in social media
M Farajtabar, S Yousefi, LQ Tran, L Song, H Zha
arXiv preprint arXiv:1511.04145, 2015
102015
From local similarities to global coding: A framework for coding applications
A Shaban, HR Rabiee, M Najibi, S Yousefi
IEEE Transactions on Image Processing 24 (12), 5074-5085, 2015
42015
Multimodal data fusion for systems improvement: A review
N Gaw, S Yousefi, MR Gahrooei
IISE Transactions, 1-19, 2021
22021
Learning clinical outcomes from heterogeneous genomic data sources
S Yousefi, A Shaban, M Amgad, R Chandradevan, LAD Cooper
arXiv preprint arXiv:1904.01637, 2019
22019
Systems and methods for cell classification
Y Nie, S Yousefi
US Patent App. 17/213,445, 2021
12021
Markers of progression in oligodendroglioma
JE Velazquez Vega, SH Halani, S Yousefi, F Amrollahi, CA Holder, ...
LABORATORY INVESTIGATION 97, 438A-438A, 2017
12017
Learning Cancer Outcomes from Heterogeneous Genomic Data Sources: An Adversarial Multi-task Learning Approach
S Yousefi, A Shaban, M Amgad, L Cooper
ICML 2019, adaptive and multi-task learning workshop, 2019
2019
PATH-33. MARKERS AND MECHANISMS OF DISEASE PROGRESSION IN IDH-MUTANT ASTROCYTOMAS
SH Halani, S Yousefi, JEV Vega, A Baxter-Stoltzfus, JJ Olson, L Cooper, ...
Neuro-Oncology 19 (Suppl 6), vi178, 2017
2017
225 Markers and Mechanisms of Disease Progression in IDH-Mutant Astrocytomas
SH Halani, S Yousefi, A Baxter-Stoltzfus, M Amgad, JEV Vega, JJ Olson, ...
Neurosurgery 64 (CN_suppl_1), 261-262, 2017
2017
The Role of NOTCH1 and PI3K Pathways In The Progression of Oligodendrogliomas.
JV Vega, SH Halani, S Yousefi, F Amrollahi, CA Holder, LM Poisson, ...
2017
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