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A/Professor Fatemeh Vafaee
A/Professor Fatemeh Vafaee
Deputy Director of UNSW Data Science Centre; Associate Professor, University of New South Wales
Verified email at unsw.edu.au
Title
Cited by
Cited by
Year
Exosomal microRNA signatures in multiple sclerosis reflect disease status
S Ebrahimkhani, F Vafaee, PE Young, SSJ Hur, S Hawke, E Devenney, ...
Scientific reports 7 (1), 14293, 2017
2242017
Intratumoral heterogeneity identified at the epigenetic, genetic and transcriptional level in glioblastoma
NR Parker, AL Hudson, P Khong, JF Parkinson, T Dwight, RJ Ikin, Y Zhu, ...
Scientific reports 6 (1), 22477, 2016
1732016
In silico prediction of physical protein interactions and characterization of interactome orphans
M Kotlyar, C Pastrello, F Pivetta, A Lo Sardo, C Cumbaa, H Li, T Naranian, ...
Nature methods 12 (1), 79-84, 2015
1732015
Deep sequencing of circulating exosomal microRNA allows non-invasive glioblastoma diagnosis
S Ebrahimkhani, F Vafaee, S Hallal, H Wei, MYT Lee, PE Young, ...
NPJ precision oncology 2 (1), 28, 2018
1502018
Global redox proteome and phosphoproteome analysis reveals redox switch in Akt
Z Su, JG Burchfield, P Yang, SJ Humphrey, G Yang, D Francis, S Yasmin, ...
Nature communications 10 (1), 5486, 2019
812019
Bayesian network hybrid learning using an elite-guided genetic algorithm
C Contaldi, F Vafaee, PC Nelson
Artificial Intelligence Review 52, 245-272, 2019
592019
A data-driven, knowledge-based approach to biomarker discovery: application to circulating microRNA markers of colorectal cancer prognosis
F Vafaee, C Diakos, MB Kirschner, G Reid, MZ Michael, LG Horvath, ...
NPJ systems biology and applications 4 (1), 20, 2018
552018
In-network query processing in mobile P2P databases
B Xu, F Vafaee, O Wolfson
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances …, 2009
492009
Plasma lipidome variation during the second half of the human lifespan is associated with age and sex but minimally with BMI
MWK Wong, N Braidy, R Pickford, F Vafaee, J Crawford, J Muenchhoff, ...
PloS one 14 (3), e0214141, 2019
452019
Serum exosome microRNAs predict multiple sclerosis disease activity after fingolimod treatment
S Ebrahimkhani, HN Beadnall, C Wang, CM Suter, MH Barnett, ...
Molecular Neurobiology 57, 1245-1258, 2020
432020
Functional prediction of long non-coding RNAs in ovarian cancer-associated fibroblasts indicate a potential role in metastasis
F Vafaee, EK Colvin, SC Mok, VM Howell, G Samimi
Scientific reports 7 (1), 10374, 2017
352017
Expression of long noncoding RNAs in cancer‐associated fibroblasts linked to patient survival in ovarian cancer
EK Colvin, VM Howell, SC Mok, G Samimi, F Vafaee
Cancer science 111 (5), 1805-1817, 2020
292020
CANCERSIGN: a user-friendly and robust tool for identification and classification of mutational signatures and patterns in cancer genomes
M Bayati, HR Rabiee, M Mehrbod, F Vafaee, D Ebrahimi, ARR Forrest, ...
Scientific reports 10 (1), 1286, 2020
282020
Unraveling the mechanistic complexity of Alzheimer's disease through systems biology
JL Rollo, N Banihashemi, F Vafaee, JW Crawford, Z Kuncic, ...
Alzheimer's & Dementia 12 (6), 708-718, 2016
282016
An explorative and exploitative mutation scheme
F Vafaee, PC Nelson
IEEE Congress on Evolutionary Computation, 1-8, 2010
252010
A genetic algorithm that incorporates an adaptive mutation based on an evolutionary model
F Vafaee, PC Nelson
2009 International Conference on Machine Learning and Applications, 101-107, 2009
242009
Using multi-objective optimization to identify dynamical network biomarkers as early-warning signals of complex diseases
F Vafaee
Scientific reports 6 (1), 22023, 2016
222016
Balancing the exploration and exploitation in an adaptive diversity guided genetic algorithm
F Vafaee, G Turán, PC Nelson, TY Berger-Wolf
2014 IEEE Congress on Evolutionary Computation (CEC), 2570-2577, 2014
222014
Learning the structure of large-scale Bayesian networks using genetic algorithm
F Vafaee
Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014
212014
ORTI: an open-access repository of transcriptional interactions for interrogating mammalian gene expression data
F Vafaee, JR Krycer, X Ma, T Burykin, DE James, Z Kuncic
PloS one 11 (10), e0164535, 2016
202016
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