Roozbeh Dehghannasiri
Roozbeh Dehghannasiri
Postdoctoral Research Fellow, Stanford University
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Optimal experimental design for materials discovery
R Dehghannasiri, D Xue, PV Balachandran, MR Yousefi, LA Dalton, ...
Computational Materials Science 129, 311-322, 2017
Optimal experimental design for gene regulatory networks in the presence of uncertainty
R Dehghannasiri, BJ Yoon, ER Dougherty
IEEE/ACM Transactions on Computational Biology and Bioinformatics 12 (4 …, 2014
Intrinsically Bayesian robust Kalman filter: An innovation process approach
R Dehghannasiri, MS Esfahani, ER Dougherty
IEEE Transactions on Signal Processing 65 (10), 2531-2546, 2017
Efficient experimental design for uncertainty reduction in gene regulatory networks
R Dehghannasiri, BJ Yoon, ER Dougherty
BMC bioinformatics 16 (13), 1-18, 2015
Improved detection of gene fusions by applying statistical methods reveals oncogenic RNA cancer drivers
R Dehghannasiri, DE Freeman, M Jordanski, GL Hsieh, A Damljanovic, ...
Proceedings of the National Academy of Sciences 116 (31), 15524-15533, 2019
Optimal Bayesian Kalman filtering with prior update
R Dehghannasiri, MS Esfahani, X Qian, ER Dougherty
IEEE Transactions on Signal Processing 66 (8), 1982-1996, 2018
Sequential experimental design for optimal structural intervention in gene regulatory networks based on the mean objective cost of uncertainty
M Imani, R Dehghannasiri, UM Braga-Neto, ER Dougherty
Cancer informatics 17, 1176935118790247, 2018
Intrinsically bayesian robust Karhunen-Loève compression
R Dehghannasiri, X Qian, ER Dougherty
Signal Processing 144, 311-322, 2018
Optimal objective-based experimental design for uncertain dynamical gene networks with experimental error
DN Mohsenizadeh* (*equal contribution), R Dehghannasiri*, ...
IEEE/ACM transactions on computational biology and bioinformatics 15 (1 …, 2016
A novel de-interlacing method based on locally-adaptive nonlocal-means
R Dehghannasiri, S Shirani
2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012
Ambiguous splice sites distinguish circRNA and linear splicing in the human genome
R Dehghannasiri, L Szabo, J Salzman
Bioinformatics 35 (8), 1263-1268, 2019
Optimal experimental design in the context of canonical expansions
R Dehghannasiri, X Qian, ER Dougherty
IET Signal Processing 11 (8), 942-951, 2017
A view interpolation method without explicit disparity estimation
R Dehghannasiri, S Shirani
2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-4, 2013
Specific splice junction detection in single cells with SICILIAN
R Dehghannasiri, JE Olivieri, A Damljanovic, J Salzman
Genome biology 22 (1), 1-13, 2021
A Bayesian robust Kalman smoothing framework for state-space models with uncertain noise statistics
R Dehghannasiri, X Qian, ER Dougherty
EURASIP Journal on Advances in Signal Processing 2018 (1), 1-17, 2018
A Bayesian framework for robust Kalman filtering under uncertain noise statistics
R Dehghannasiri, MS Esfahani, ER Dougherty
2016 50th Asilomar Conference on Signals, Systems and Computers, 1545-1549, 2016
De-interlacing and frame rate upconversion for high definition video
S Shirani, R Dehghannasiri
US Patent 9,294,711, 2016
Frame rate up-conversion using nonparametric estimator
R Dehghannasiri, SMR Soroushmehr, S Shirani
2014 IEEE International Conference on Image Processing (ICIP), 3872-3876, 2014
An experimental design framework for Markovian gene regulatory networks under stationary control policy
R Dehghannasiri, MS Esfahani, ER Dougherty
BMC systems biology 12 (8), 5-20, 2018
Optimal experimental design in canonical expansions with applications to signal compression
R Dehghannasiri, X Qian, ER Dougherty
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
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