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  1. Article

    Open Access

    Convolutional neural network for classification of two-dimensional array images generated from clinical information may support diagnosis of rheumatoid arthritis

    This research aimed to study the application of deep learning to the diagnosis of rheumatoid arthritis (RA). Definite criteria or direct markers for diagnosing RA are lacking. Rheumatologists diagnose RA accor...

    Jun Fukae, Masato Isobe, Toshiyuki Hattori, Yuichiro Fujieda… in Scientific Reports (2020)

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  2. No Access

    Article

    Reduced diffusing capacity for carbon monoxide predicts borderline pulmonary arterial pressure in patients with systemic sclerosis

    Early intervention in pulmonary arterial hypertension associated with systemic sclerosis (SSc) may improve its prognosis. We aimed to establish an algorithm to detect mean pulmonary artery pressure (mPAP) > 20...

    Keita Ninagawa, Masaru Kato, Hiroyuki Nakamura, Nobuya Abe… in Rheumatology International (2019)