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(Checked) Date of upload Date of publication Published 2025 Published 2024 Published 2023 Published 2022 Published 2021

Find coverage of the latest original articles on Lupus, focusing on those with data on therapeutic interventions and those that have clinical impact.

Literature Highlights

Literature review thumbnail: Literature Highlights - April 2025
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Literature Highlights - April 2025

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Keywords:

Autoimmunity, Belimumab, B cells, immune cells, IPTW, LLDAS, machine learning, single cell RNA sequencing, Systemic lupus erythematosus, Telitacicept.
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Showing 1 result for “Chen I”.

May 2023
Publication thumbnail: Machine Learning Identifies Clusters of Longitudinal Autoantibody Profiles Predictive of Systemic Lupus Erythematosus Disease Outcomes View Slides

Machine Learning Identifies Clusters of Longitudinal Autoantibody Profiles Predictive of Systemic Lupus Erythematosus Disease Outcomes

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-Guerro J
,
Bernatsky S
,
Wallace DJ
,
Isenberg DA
,
Rahman A
,
Merrill JT
,
Fortin PR
,
Gladman DD
,
Bruce IN
,
Petri M
,
Ginzler EM
,
Dooley MA
,
Ramsay-Goldman R
,
Manzi S
,
Jönsen A
,
Alarcón GS
,
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

Ann Rheum Dis 2023;82(7):927–36 doi 10.1136/ard-2022-223808

Choi, et al. used machine clustering techniques to divide SLE patients into four distinct clusters. This could potentially be used to predict future clinical outcomes, and as benchmarks to study other SLE-related outcomes.

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Keywords:

  • machine learning,
  • antinuclear antibodies,
  • systemic lupus erythematosus,
  • autophospholipid antibodies
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