NY
Nafissa Yakubova
cs.CVeess.IVcs.LGImage Processing, Computer-AssistedMagnetic Resonance Imagingaccelerationbioinformaticschallengecompressed sensingComputational Biology
On Valency
published · living versionsW_5352xgra·v1 · currentpublished
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
with Jure Zbontar, Florian Knoll, Anuroop Sriram, Tullie Murrell +22
1 version
Preprints & journals
11 papers in the corpus · 2009–2023Predicting cellular responses to complex perturbations in high-throughput screens.37154091 · Lotfollahi, Mohammad, Klimovskaia Susmelj, Anna, De Donno, Carlo et al.2023 · 306 citationsMolecular systems biology. 2023;19(6):e11517
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction.33929957 · Muckley, Matthew J, Riemenschneider, Bruno, Radmanesh, Alireza et al.2021 · 313 citationsIEEE transactions on medical imaging. 2021;40(9):2306-2317
Learning interpretable cellular responses tocomplex perturbations in high-throughput screens10.1101/2021.04.14.439903v2 · Lotfollahi, M., Klimovskaia, A., De Donno, C. et al.2021 · 49 citationsbioRxiv
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction.33469559 · Sriram, Anuroop, Muckley, Matthew, Sinha, Koustuv et al.2023 · 36 citationsArXiv. 2021
Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study.32755163 · Recht, Michael P, Zbontar, Jure, Sodickson, Daniel K et al.2021 · 177 citationsAJR. American journal of roentgenology. 2020;215(6):1421-1429
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.32506658 · Knoll, Florian, Murrell, Tullie, Sriram, Anuroop et al.2021 · 264 citationsMagnetic resonance in medicine. 2020;84(6):3054-3070
End-to-End Variational Networks for Accelerated MRI Reconstruction2004.06688v2 · Anuroop Sriram, Jure Zbontar, Tullie Murrell et al.2020 · 343 citationsarXiv
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.32076662 · Knoll, Florian, Zbontar, Jure, Sriram, Anuroop et al.2021 · 416 citationsRadiology. Artificial intelligence. 2020;2(1):e190007
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI1811.08839v2 · Jure Zbontar, Florian Knoll, Anuroop Sriram et al.2018 · 587 citationsarXivon Valency
Diabetic retinopathy is associated with bone marrow neuropathy and a depressed peripheral clock.19934019 · Busik, Julia V, Tikhonenko, Maria, Bhatwadekar, Ashay et al.2010 · 242 citationsThe Journal of experimental medicine. 2009;206(13):2897-906
Expression, purification, crystallization and preliminary X-ray studies of Vibrio cholerae pseudopilin EpsH.19574644 · Raghunathan, Kannan, Vago, Frank S, Ball, Terry et al.2009 · 2 citationsActa crystallographica. Section F, Structural biology and crystallization communications. 2009;65(Pt 7):702-4
Career total: 13 works. 11 are in this corpus.
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