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StrokeRehab: A Benchmark Dataset for Sub-second Action Identification.
Kaku A, Liu K, Parnandi A, Rajamohan HR, Venkataramanan K, Venkatesan A, Wirtanen A, Pandit N, Schambra H, Fernandez-Granda C. Kaku A, et al. Among authors: fernandez granda c. Adv Neural Inf Process Syst. 2022 Dec;35:1671-1684. Adv Neural Inf Process Syst. 2022. PMID: 37766938 Free PMC article.
Data-Driven Quantitation of Movement Abnormality after Stroke.
Parnandi A, Kaku A, Venkatesan A, Pandit N, Fokas E, Yu B, Kim G, Nilsen D, Fernandez-Granda C, Schambra H. Parnandi A, et al. Among authors: fernandez granda c. Bioengineering (Basel). 2023 May 26;10(6):648. doi: 10.3390/bioengineering10060648. Bioengineering (Basel). 2023. PMID: 37370579 Free PMC article.
Dictionary learning for integrative, multimodal and scalable single-cell analysis.
Hao Y, Stuart T, Kowalski MH, Choudhary S, Hoffman P, Hartman A, Srivastava A, Molla G, Madad S, Fernandez-Granda C, Satija R. Hao Y, et al. Among authors: fernandez granda c. Nat Biotechnol. 2024 Feb;42(2):293-304. doi: 10.1038/s41587-023-01767-y. Epub 2023 May 25. Nat Biotechnol. 2024. PMID: 37231261 Free PMC article.
PrimSeq: A deep learning-based pipeline to quantitate rehabilitation training.
Parnandi A, Kaku A, Venkatesan A, Pandit N, Wirtanen A, Rajamohan H, Venkataramanan K, Nilsen D, Fernandez-Granda C, Schambra H. Parnandi A, et al. Among authors: fernandez granda c. PLOS Digit Health. 2022;1(6):e0000044. doi: 10.1371/journal.pdig.0000044. Epub 2022 Jun 16. PLOS Digit Health. 2022. PMID: 36420347 Free PMC article.
Cramér-Rao bound-informed training of neural networks for quantitative MRI.
Zhang X, Duchemin Q, Liu K, Gultekin C, Flassbeck S, Fernandez-Granda C, Assländer J. Zhang X, et al. Among authors: fernandez granda c. Magn Reson Med. 2022 Jul;88(1):436-448. doi: 10.1002/mrm.29206. Epub 2022 Mar 28. Magn Reson Med. 2022. PMID: 35344614 Free PMC article.
17 results