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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
2462017
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
1762016
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
1752015
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
1622018
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
962019
Bayesian network hybrid learning using an elite-guided genetic algorithm
C Contaldi, F Vafaee, PC Nelson
Artificial Intelligence Review 52, 245-272, 2019
702019
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
602018
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
492020
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
492019
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
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
372017
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
312020
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
302020
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
292016
An explorative and exploitative mutation scheme
F Vafaee, PC Nelson
IEEE Congress on Evolutionary Computation, 1-8, 2010
262010
Using multi-objective optimization to identify dynamical network biomarkers as early-warning signals of complex diseases
F Vafaee
Scientific reports 6 (1), 22023, 2016
252016
Learning the structure of large-scale Bayesian networks using genetic algorithm
F Vafaee
Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014
242014
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
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
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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