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Roozbeh Dehghannasiri
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The Tabula Sapiens: A multiple-organ, single-cell transcriptomic atlas of humans
Tabula Sapiens Consortium
Science 376 (6594), eabl4896, 2022
7832022
Optimal experimental design for materials discovery
R Dehghannasiri, D Xue, PV Balachandran, MR Yousefi, LA Dalton, ...
Computational Materials Science 129, 311-322, 2017
812017
Cell types of origin of the cell-free transcriptome
SK Vorperian, MN Moufarrej, TS Consortium, SR Quake
Nature Biotechnology, 1-7, 2022
712022
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
672014
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
522017
Large-scale benchmarking of circRNA detection tools reveals large differences in sensitivity but not in precision
M Vromman, J Anckaert, S Bortoluzzi, A Buratin, CY Chen, Q Chu, ...
Nature methods 20 (8), 1159-1169, 2023
492023
RNA splicing programs define tissue compartments and cell types at single-cell resolution
JE Olivieri*, R Dehghannasiri*, PL Wang, SR Jang, A De Morree, SY Tan, ...
Elife 10, e70692, 2021
452021
Efficient experimental design for uncertainty reduction in gene regulatory networks
R Dehghannasiri, BJ Yoon, ER Dougherty
BMC bioinformatics 16, 1-18, 2015
402015
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
332019
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
312018
Adversarial domain translation networks for integrating large-scale atlas-level single-cell datasets
J Zhao, G Wang, J Ming, Z Lin, Y Wang, TTM Consortium, AR Wu, C Yang
Nature Computational Science 2 (5), 317-330, 2022
302022
The SpliZ generalizes ‘Percent Spliced In’to reveal regulated splicing at single-cell resolution
JE Olivieri*, R Dehghannasiri*, J Salzman
Nature methods 19 (3), 307-310, 2022
272022
Interstitial macrophages are a focus of viral takeover and inflammation in COVID-19 initiation in human lung
TTH Wu, KJ Travaglini, A Rustagi, D Xu, Y Zhang, L Andronov, SR Jang, ...
Journal of Experimental Medicine 221 (6), 2024
22*2024
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
222018
Tabula Microcebus: A transcriptomic cell atlas of mouse lemur, an emerging primate model organism
Tabula Microcebus Consortium, C Ezran, S Liu, S Chang, J Ming, ...
BioRxiv, 2021.12. 12.469460, 2021
212021
Specific splice junction detection in single cells with SICILIAN
R Dehghannasiri, JE Olivieri, A Damljanovic, J Salzman
Genome Biology 22, 1-13, 2021
192021
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, 1-17, 2018
152018
Intrinsically Bayesian robust karhunen-Loève compression
R Dehghannasiri, X Qian, ER Dougherty
Signal Processing 144, 311-322, 2018
152018
Optimal objective-based experimental design for uncertain dynamical gene networks with experimental error
DN Mohsenizadeh*, R Dehghannasiri*, ER Dougherty
IEEE/ACM transactions on computational biology and bioinformatics 15 (1 …, 2016
142016
ReadZS detects cell type-specific and developmentally regulated RNA processing programs in single-cell RNA-seq
E Meyer, K Chaung, R Dehghannasiri, J Salzman
Genome biology 23 (1), 1-28, 2022
11*2022
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