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Federated learning for predicting clinical outcomes in patients with COVID-19.
Nat Med. 2021 Oct;27(10):1735-1743. doi: 10.1038/s41591-021-01506-3. Epub 2021 Sep 15.
Nat Med. 2021.
PMID: 34526699
Free PMC article.
Federated Learning used for predicting outcomes in SARS-COV-2 patients.
Flores M, Dayan I, Roth H, Zhong A, Harouni A, Gentili A, Abidin A, Liu A, Costa A, Wood B, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan C, Xu D, Wu D, Huang E, Kitamura F, Lacey G, César de Antônio Corradi G, Shin HH, Obinata H, Ren H, Crane J, Tetreault J, Guan J, Garrett J, Park JG, Dreyer K, Juluru K, Kersten K, Bezerra Cavalcanti Rockenbach MA, Linguraru M, Haider M, AbdelMaseeh M, Rieke N, Damasceno P, Cruz E Silva PM, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist T, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon F, Gilbert F, Kaggie J, Li Q, Quraini A, Feng A, Priest A, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Diez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess C, Compas C, Bhatia D, Oermann E, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Keshava Murthy KN, Fu LC, Furtado de Mendonça MR, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod S, Reed S, Graf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lima Lavor V, Rakvongthai Y, Lee YR, Wen Y.
Flores M, et al.
Res Sq [Preprint]. 2021 Jan 8:rs.3.rs-126892. doi: 10.21203/rs.3.rs-126892/v1.
Res Sq. 2021.
PMID: 33442676
Free PMC article.
Updated.
Preprint.
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Clinical evaluation of k-space correlation informed motion artifact detection in segmented multi-slice MRI.
Jang I, Hoffmann M, Singh N, Balbastre Y, Chen L, Rockenbach MABC, Dalca A, Aganj I, Kalpathy-Cramer J, Fischl B, Frost R.
Jang I, et al. Among authors: rockenbach mabc.
Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib. 2023 Jun;2023:3425.
Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib. 2023.
PMID: 37565069
Free PMC article.
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Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study.
Ebrahimian S, Homayounieh F, Rockenbach MABC, Putha P, Raj T, Dayan I, Bizzo BC, Buch V, Wu D, Kim K, Li Q, Digumarthy SR, Kalra MK.
Ebrahimian S, et al. Among authors: rockenbach mabc.
Sci Rep. 2021 Jan 13;11(1):858. doi: 10.1038/s41598-020-79470-0.
Sci Rep. 2021.
PMID: 33441578
Free PMC article.
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Validation of a Smartphone Application in the Evaluation and Treatment of Acute Stroke in a Comprehensive Stroke Center.
Martins SCO, Weiss G, Almeida AG, Brondani R, Carbonera LA, de Souza AC, Martins MCO, Nasi G, Nasi LA, Batista C, Sousa FB, Rockenbach MABC, Gonçalves FM, Vedolin LM, Nogueira RG.
Martins SCO, et al. Among authors: rockenbach mabc.
Stroke. 2020 Jan;51(1):240-246. doi: 10.1161/STROKEAHA.119.026727. Epub 2019 Dec 18.
Stroke. 2020.
PMID: 31847753
Clinical Trial.
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Breast cancer mammographic diagnosis performance in a public health institution: a retrospective cohort study.
Mello JMRB, Bittelbrunn FP, Rockenbach MABC, May GG, Vedolin LM, Kruger MS, Soldatelli MD, Zwetsch G, de Miranda GTF, Teixeira SIP, Arruda BS.
Mello JMRB, et al. Among authors: rockenbach mabc.
Insights Imaging. 2017 Dec;8(6):581-588. doi: 10.1007/s13244-017-0573-2. Epub 2017 Oct 4.
Insights Imaging. 2017.
PMID: 28980214
Free PMC article.
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Autosomal recessive spastic ataxia of Charlevoix-Saguenay: a family report from South Brazil.
Burguêz D, Oliveira CM, Rockenbach MABC, Fussiger H, Vedolin LM, Winckler PB, Maestri MK, Finkelsztejn A, Santorelli FM, Jardim LB, Saute JAM.
Burguêz D, et al. Among authors: rockenbach mabc.
Arq Neuropsiquiatr. 2017 Jun;75(6):339-344. doi: 10.1590/0004-282X20170044.
Arq Neuropsiquiatr. 2017.
PMID: 28658401
Free article.
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Neurodegenerative changes in the brainstem and olfactory bulb in people older than 50 years old: a descriptive study.
Oliveira FH, Rodrigues Neto E, Fonseca MK, Costa AS, Rockenbach MA, Padilha Rdos S, Fernandez LL, Hilbig A.
Oliveira FH, et al.
Arq Neuropsiquiatr. 2015 Jul;73(7):569-77. doi: 10.1590/0004-282X20150066.
Arq Neuropsiquiatr. 2015.
PMID: 26200050
Free article.
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