Published 1 year ago

Multi-modality data-driven analysis of diagnosis and treatment of psoriatic arthritis - npj Digital Medicine

Summary by Ground News

Psoriatic arthritis (PsA) is associated with psoriasis, featured by its irreversible joint symptoms. It is still challenging to leverage machine learning or statistical models to predict PsA and its progression, or analyze drug efficacy. We developed a machine learning model for PsA diagnosis and analysis of PsA progression risk. We also identified that interleukin-17 inhibitors were the more effective drug for severe Psoriasis compared to other drugs.

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Multi-modality data-driven analysis of diagnosis and treatment of psoriatic arthritis - npj Digital Medicine

Psoriatic arthritis (PsA) is associated with psoriasis, featured by its irreversible joint symptoms. Despite the significant impact on the healthcare system, it is still challenging to leverage machine learning or statistical models to predict PsA and its progression, or analyze drug efficacy. With 3961 patients’ clinical records, we developed a machine learning model for PsA diagnosis and analysis of PsA progression risk, respectively. Furtherm…

1 year ago·United Kingdom

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