Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes

May Yee Choi; Irene Chen; Ann Elaine Clarke; Marvin J. Fritzler; Katherine A. Buhler; Murray Urowitz; John Hanly; Yvan St-Pierre; Caroline Gordon; Sang Cheol Bae; Juanita Romero-Diaz; Jorge Sanchez-Guerrero; Sasha Bernatsky; Daniel J. Wallace; David Alan Isenberg; Anisur Rahman; Joan T. Merrill; Paul R. Fortin; Dafna D. Gladman; Ian N. Bruce; Michelle Petri; Ellen M. Ginzler; Mary Anne Dooley; Rosalind Ramsey-Goldman; Susan Manzi; Andreas Jönsen; Graciela S. Alarcón; Ronald F. Van Vollenhoven; Cynthia Aranow; Meggan Mackay; Guillermo Ruiz-Irastorza; Sam Lim; Murat Inanc; Kenneth Kalunian; Søren Jacobsen; Christine Peschken; Diane L. Kamen; Anca Askanase; Jill P. Buyon; David Sontag; Karen H. Costenbader

doi:10.1136/ard-2022-223808

Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes

May Yee Choi, Irene Chen, Ann Elaine Clarke, Marvin J. Fritzler, Katherine A. Buhler, Murray Urowitz, John Hanly, Yvan St-Pierre, Caroline Gordon, Sang Cheol Bae, Juanita Romero-Diaz, Jorge Sanchez-Guerrero, Sasha Bernatsky, Daniel J. Wallace, David Alan Isenberg, Anisur Rahman, Joan T. Merrill, Paul R. Fortin, Dafna D. Gladman, Ian N. BruceMichelle Petri, Ellen M. Ginzler, Mary Anne Dooley, Rosalind Ramsey-Goldman, Susan Manzi, Andreas Jönsen, Graciela S. Alarcón, Ronald F. Van Vollenhoven, Cynthia Aranow, Meggan Mackay, Guillermo Ruiz-Irastorza, Sam Lim, Murat Inanc, Kenneth Kalunian, Søren Jacobsen, Christine Peschken, Diane L. Kamen, Anca Askanase, Jill P. Buyon, David Sontag, Karen H. Costenbader

Environmental Science

科研成果: 期刊稿件 › 文章 › 同行评审

31 引用（Scopus）

源语言	英语
页（从-至）	927-936
页数	10
期刊	Annals of the Rheumatic Diseases
卷	82
期	7
DOI	https://doi.org/10.1136/ard-2022-223808
出版状态	已出版 - 7月 1 2023

!!!ASJC Scopus Subject Areas

风湿病学
免疫学和过敏症
免疫学
一般生物化学、遗传与分子生物学

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Choi, M. Y., Chen, I., Clarke, A. E., Fritzler, M. J., Buhler, K. A., Urowitz, M., Hanly, J., St-Pierre, Y., Gordon, C., Bae, S. C., Romero-Diaz, J., Sanchez-Guerrero, J., Bernatsky, S., Wallace, D. J., Isenberg, D. A., Rahman, A., Merrill, J. T., Fortin, P. R., Gladman, D. D., ... Costenbader, K. H. (2023). Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes. Annals of the Rheumatic Diseases, 82(7), 927-936. https://doi.org/10.1136/ard-2022-223808

Choi, MY, Chen, I, Clarke, AE, Fritzler, MJ, Buhler, KA, Urowitz, M, Hanly, J, St-Pierre, Y, Gordon, C, Bae, SC, Romero-Diaz, J, Sanchez-Guerrero, J, Bernatsky, S, Wallace, DJ, Isenberg, DA, Rahman, A, Merrill, JT, Fortin, PR, Gladman, DD, Bruce, IN, Petri, M, Ginzler, EM, Dooley, MA, Ramsey-Goldman, R, Manzi, S, Jönsen, A, Alarcón, GS, Van Vollenhoven, RF, Aranow, C, Mackay, M, Ruiz-Irastorza, G, Lim, S, Inanc, M, Kalunian, K, Jacobsen, S, Peschken, C, Kamen, DL, Askanase, A, Buyon, JP, Sontag, D & Costenbader, KH 2023, 'Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes', Annals of the Rheumatic Diseases, 卷 82, 号码 7, 页码 927-936. https://doi.org/10.1136/ard-2022-223808

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title = "Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes",

keywords = "autoantibodies, autoimmunity, systemic lupus erythematosus",

author = "Choi, {May Yee} and Irene Chen and Clarke, {Ann Elaine} and Fritzler, {Marvin J.} and Buhler, {Katherine A.} and Murray Urowitz and John Hanly and Yvan St-Pierre and Caroline Gordon and Bae, {Sang Cheol} and Juanita Romero-Diaz and Jorge Sanchez-Guerrero and Sasha Bernatsky and Wallace, {Daniel J.} and Isenberg, {David Alan} and Anisur Rahman and Merrill, {Joan T.} and Fortin, {Paul R.} and Gladman, {Dafna D.} and Bruce, {Ian N.} and Michelle Petri and Ginzler, {Ellen M.} and Dooley, {Mary Anne} and Rosalind Ramsey-Goldman and Susan Manzi and Andreas J{\"o}nsen and Alarc{\'o}n, {Graciela S.} and {Van Vollenhoven}, {Ronald F.} and Cynthia Aranow and Meggan Mackay and Guillermo Ruiz-Irastorza and Sam Lim and Murat Inanc and Kenneth Kalunian and S{\o}ren Jacobsen and Christine Peschken and Kamen, {Diane L.} and Anca Askanase and Buyon, {Jill P.} and David Sontag and Costenbader, {Karen H.}",

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doi = "10.1136/ard-2022-223808",

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T1 - Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes

AU - Choi, May Yee

AU - Chen, Irene

AU - Clarke, Ann Elaine

AU - Fritzler, Marvin J.

AU - Buhler, Katherine A.

AU - Urowitz, Murray

AU - Hanly, John

AU - St-Pierre, Yvan

AU - Gordon, Caroline

AU - Bae, Sang Cheol

AU - Romero-Diaz, Juanita

AU - Sanchez-Guerrero, Jorge

AU - Bernatsky, Sasha

AU - Wallace, Daniel J.

AU - Isenberg, David Alan

AU - Rahman, Anisur

AU - Merrill, Joan T.

AU - Fortin, Paul R.

AU - Gladman, Dafna D.

AU - Bruce, Ian N.

AU - Petri, Michelle

AU - Ginzler, Ellen M.

AU - Dooley, Mary Anne

AU - Ramsey-Goldman, Rosalind

AU - Manzi, Susan

AU - Jönsen, Andreas

AU - Alarcón, Graciela S.

AU - Van Vollenhoven, Ronald F.

AU - Aranow, Cynthia

AU - Mackay, Meggan

AU - Ruiz-Irastorza, Guillermo

AU - Lim, Sam

AU - Inanc, Murat

AU - Kalunian, Kenneth

AU - Jacobsen, Søren

AU - Peschken, Christine

AU - Kamen, Diane L.

AU - Askanase, Anca

AU - Buyon, Jill P.

AU - Sontag, David

AU - Costenbader, Karen H.

PY - 2023/7/1

Y1 - 2023/7/1

KW - autoantibodies

KW - autoimmunity

KW - systemic lupus erythematosus

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SN - 0003-4967

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JO - Annals of the Rheumatic Diseases

JF - Annals of the Rheumatic Diseases

IS - 7

ER -

Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes

!!!ASJC Scopus Subject Areas

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