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Ariel Rokem
Person information

- affiliation: University of Washington, Seattle, WA, USA
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2020 – today
- 2021
- [d4]Adam C. Richie-Halford
, Manjari Narayan
, Noah Simon
, Jason D. Yeatman
, Ariel Rokem
:
Groupyr: Sparse Group Lasso in Python. J. Open Source Softw. 6(58): 3024 (2021) - [j11]Alberto De Luca
, Andrada Ianus
, Alexander Leemans, Marco Palombo
, Noam Shemesh, Hui Zhang, Daniel C. Alexander
, Markus Nilsson
, Martijn Froeling
, Geert Jan Biessels, Mauro Zucchelli, Matteo Frigo, Enes Albay, Sara Sedlar, Abib Alimi, Samuel Deslauriers-Gauthier, Rachid Deriche, Rutger Fick, Maryam Afzali, Tomasz Pieciak, Fabian Bogusz
, Santiago Aja-Fernández
, Evren Özarslan, Derek K. Jones, Haoze Chen
, Mingwu Jin, Zhijie Zhang, Fengxiang Wang, Vishwesh Nath, Prasanna Parvathaneni, Jan Morez, Jan Sijbers, Ben Jeurissen
, Shreyas Fadnavis, Stefan C. Endres
, Ariel Rokem, Eleftherios Garyfallidis, Irina Sánchez, Vesna Prchkovska, Paulo Rodrigues, Bennett A. Landman, Kurt G. Schilling:
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge. NeuroImage 240: 118367 (2021) - [j10]Adam C. Richie-Halford
, Jason D. Yeatman
, Noah Simon, Ariel Rokem:
Multidimensional analysis and detection of informative features in human brain white matter. PLoS Comput. Biol. 17(6) (2021) - [c6]Valérie Hayot-Sasson, Tristan Glatard, Ariel Rokem:
The benefits of prefetching for large-scale cloud-based neuroimaging analysis workflows. WORKS 2021: 42-49 - [i9]Valérie Hayot-Sasson, Tristan Glatard, Ariel Rokem:
The benefits of prefetching for large-scale cloud-based neuroimaging analysis workflows. CoRR abs/2108.10496 (2021) - 2020
- [j9]David W. Bressler, Ariel Rokem, Michael A. Silver:
Slow Endogenous Fluctuations in Cortical fMRI Signals Correlate with Reduced Performance in a Visual Detection Task and Are Suppressed by Spatial Attention. J. Cogn. Neurosci. 32(1): 85-99 (2020) - [i8]Ariel Rokem, Kendrick N. Kay:
Fractional ridge regression: a fast, interpretable reparameterization of ridge regression. CoRR abs/2005.03220 (2020)
2010 – 2019
- 2019
- [j8]Anisha Keshavan, Jason D. Yeatman
, Ariel Rokem:
Combining Citizen Science and Deep Learning to Amplify Expertise in Neuroimaging. Frontiers Neuroinformatics 13: 29 (2019) - [d3]Chad Curtis
, Ariel Rokem
, Elizabeth Nance
:
diff_classifier: Parallelization of multi-particle tracking video analyses. J. Open Source Softw. 4(36): 989 (2019) - [j7]Qiyuan Tian, Grant Yang, Christoph Leuze, Ariel Rokem, Brian L. Edlow, Jennifer A. McNab
:
Generalized diffusion spectrum magnetic resonance imaging (GDSI) for model-free reconstruction of the ensemble average propagator. NeuroImage 189: 497-515 (2019) - [c5]Michael Beyeler
, Geoffrey M. Boynton, Ione Fine, Ariel Rokem:
Model-Based Recommendations for Optimal Surgical Placement of Epiretinal Implants. MICCAI (5) 2019: 394-402 - [i7]Shreyas Fadnavis, Hamza Farooq, Maryam Afzali, Christophe Lenglet, Tryphon T. Georgiou, Hu Cheng, Sharlene D. Newman, Shahnawaz Ahmed, Rafael Neto Henriques, Eric Peterson, Serge Koudoro, Ariel Rokem, Eleftherios Garyfallidis:
Fitting IVIM with Variable Projection and Simplicial Optimization. CoRR abs/1910.00095 (2019) - 2018
- [j6]Arfon M. Smith, Kyle E. Niemeyer, Daniel S. Katz
, Lorena A. Barba, George Githinji, Melissa Gymrek, Kathryn D. Huff
, Christopher R. Madan
, Abigail Cabunoc Mayes, Kevin M. Moerman
, Pjotr Prins
, Karthik Ram, Ariel Rokem, Tracy K. Teal, Roman Valls Guimera, Jacob VanderPlas:
Journal of Open Source Software (JOSS): design and first-year review. PeerJ Comput. Sci. 4: e147 (2018) - [c4]Adam C. Richie-Halford
, Ariel Rokem:
Cloudknot: A Python Library to Run your Existing Code on AWS Batch. SciPy 2018: 8-14 - [i6]Cecilia S. Lee, Ariel J. Tyring, Yue Wu, Sa Xiao, Ariel S. Rokem, Nicolaas P. Deruyter, Qinqin Zhang, Adnan Tufail, Ruikang K. Wang, Aaron Y. Lee:
Generating retinal flow maps from structural optical coherence tomography with artificial intelligence. CoRR abs/1802.08925 (2018) - [i5]Joanne C. Wen, Cecilia S. Lee, Pearse A. Keane, Sa Xiao, Yue Wu, Ariel Rokem, Philip P. Chen, Aaron Y. Lee:
Forecasting Future Humphrey Visual Fields Using Deep Learning. CoRR abs/1804.04543 (2018) - 2017
- [d2]Kivan Polimis
, Ariel Rokem, Bryna J. Hazelton:
Confidence Intervals for Random Forests in Python. J. Open Source Softw. 2(19): 124 (2017) - [j5]Parmita Mehta, Sven Dorkenwald, Dongfang Zhao, Tomer Kaftan, Alvin Cheung, Magdalena Balazinska, Ariel Rokem, Andrew J. Connolly
, Jacob VanderPlas, Yusra AlSayyad:
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads. Proc. VLDB Endow. 10(11): 1226-1237 (2017) - [c3]Michael Beyeler
, Geoffrey M. Boynton, Ione Fine, Ariel Rokem:
pulse2percept: A Python-based simulation framework for bionic vision. SciPy 2017: 81-88 - [c2]Chris Holdgraf, Aaron Culich, Ariel Rokem, Fatma Deniz, Maryana Alegro, Daniela Ushizima:
Portable Learning Environments for Hands-On Computational Instruction: Using Container- and Cloud-Based Technology to Teach Data Science. PEARC 2017: 32:1-32:9 - [i4]Chris Holdgraf, Aaron Culich, Ariel Rokem, Fatma Deniz, Maryana Alegro, Daniela Ushizima:
Portable learning environments for hands-on computational instruction: Using container- and cloud-based technology to teach data science. CoRR abs/1703.04900 (2017) - [i3]Arfon M. Smith, Kyle E. Niemeyer, Daniel S. Katz, Lorena A. Barba, George Githinji, Melissa Gymrek, Kathryn D. Huff, Christopher R. Madan, Abigail Cabunoc Mayes, Kevin Mattheus Moerman
, Pjotr Prins, Karthik Ram, Ariel Rokem, Tracy K. Teal, Roman Valls Guimera, Jacob VanderPlas:
Journal of Open Source Software (JOSS): design and first-year review. CoRR abs/1707.02264 (2017) - [i2]Daniela Huppenkothen, Anthony Arendt, David W. Hogg, Karthik Ram, Jake VanderPlas, Ariel Rokem:
Hack Weeks as a model for Data Science Education and Collaboration. CoRR abs/1711.00028 (2017) - 2016
- [d1]Kevin DeSimone, Ariel Rokem
, Keith Schneider
:
popeye: a population receptive field estimation tool. J. Open Source Softw. 1(8): 103 (2016) - [i1]Parmita Mehta, Sven Dorkenwald, Dongfang Zhao, Tomer Kaftan, Alvin Cheung, Magdalena Balazinska, Ariel Rokem, Andrew J. Connolly, Jacob VanderPlas, Yusra AlSayyad:
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads. CoRR abs/1612.02485 (2016) - 2014
- [j4]Eleftherios Garyfallidis, Matthew Brett, Bagrat Amirbekian, Ariel Rokem, Stéfan van der Walt, Maxime Descoteaux, Ian Nimmo-Smith:
Dipy, a library for the analysis of diffusion MRI data. Frontiers Neuroinformatics 8: 8 (2014) - [c1]Charles Y. Zheng, Franco Pestilli, Ariel Rokem:
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain. NIPS 2014: 2699-2707 - 2013
- [j3]Ariel Rokem, Michael A. Silver:
The benefits of cholinergic enhancement during perceptual learning are long-lasting. Frontiers Comput. Neurosci. 7: 66 (2013) - [j2]Kendrick N. Kay
, Jonathan Winawer
, Ariel Rokem, Aviv A. Mezer
, Brian A. Wandell:
A Two-Stage Cascade Model of BOLD Responses in Human Visual Cortex. PLoS Comput. Biol. 9(5) (2013)
2000 – 2009
- 2008
- [j1]Hugo Gabriel Eyherabide
, Ariel Rokem, Andreas V. M. Herz, Inés Samengo:
Burst firing is a neural code in an insect auditory system. Frontiers Comput. Neurosci. 2: 3 (2008)
Coauthor Index

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