Rapid identification of inflammatory arthritis and associated adverse events following immune checkpoint therapy: a machine learning approach

IntroductionImmune checkpoint inhibitor-induced inflammatory arthritis (ICI-IA) poses a major clinical challenge to ICI therapy for cancer, with 13% of cases halting ICI therapy and ICI-IA being difficult to identify for timely referral to a rheumatologist. The objective of this study was to rapidly...

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Príomhchruthaitheoirí:	Steven D. Tran, Jean Lin, Carlos Galvez, Luke V. Rasmussen, Jennifer Pacheco, Giovanni M. Perottino, Kian J. Rahbari, Charles D. Miller, Jordan D. John, Jonathan Theros, Kelly Vogel, Patrick V. Dinh, Sara Malik, Umar Ramzan, Kyle Tegtmeyer, Nisha Mohindra, Jodi L. Johnson, Yuan Luo, Abel Kho, Jeffrey Sosman, Theresa L. Walunas
Formáid:	Artigo
Teanga:	Inglês
Foilsithe / Cruthaithe:	Frontiers Media S.A. 2024-03-01
Sraith:	Frontiers in Immunology
Ábhair:	immune checkpoint inhibitors immune-related adverse events immune checkpoint inhibitor-induced inflammatory arthritis machine learning electronic health records big data
Rochtain ar líne:	https://www.frontiersin.org/articles/10.3389/fimmu.2024.1331959/full
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Rapid identification of inflammatory arthritis and associated adverse events following immune checkpoint therapy: a machine learning approach

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