Predicting achievement of clinical goals using machine learning in myasthenia gravis
The developed MM diagnostic model can effectively predict MM or better status in MG patients, potentially guiding clinicians in determining treatment objectives and evaluating treatment outcomes.
Authors
- Akiyuki Uzawa (ORCID: https://orcid.org/0000-0001-9252-1863)
- Kimiaki Utsugisawa (ORCID: https://orcid.org/0000-0001-9373-8167)
- Satoshi Kuwabara (ORCID: https://orcid.org/0000-0002-4716-8578)
- Naoki Kawaguchi (ORCID: https://orcid.org/0009-0001-3872-857X)
- Masayuki Masuda (ORCID: https://orcid.org/0000-0002-6175-8902)
- Hiroyuki Akamine (ORCID: https://orcid.org/0000-0002-4041-1635)
- Genya Watanabe (ORCID: https://orcid.org/0000-0001-8444-6525)
- Tomoya Kubota (ORCID: https://orcid.org/0000-0003-1004-8537)
- Yosuke Onishi
- Manato Yasuda (ORCID: https://orcid.org/0000-0002-2876-3857)
- Naoya Minami (ORCID: https://orcid.org/0009-0002-4971-9609)
- Shingo Konno (ORCID: https://orcid.org/0000-0002-8731-0663)
- Takashi Kimura (ORCID: https://orcid.org/0000-0002-0401-7227)
- Yuriko Nagane (ORCID: https://orcid.org/0000-0003-2464-8947)
- Yukiko Ozawa (ORCID: https://orcid.org/0000-0002-2586-6949)
- Takamichi Sugimoto (ORCID: https://orcid.org/0000-0003-3652-0772)
- Makoto Samukawa (ORCID: https://orcid.org/0000-0003-3464-0754)
- Masanori Takahashi (ORCID: https://orcid.org/0000-0002-5513-5012)
- Yasushi Suzuki (ORCID: https://orcid.org/0000-0002-1952-9604)
- Shigeaki Suzuki
Institutions
- Hiroshima University (JP)
- Toho University (JP)
- Tokyo Medical University (JP)
- Chiba University (JP)
- Keio University (JP)
- Toho University Ohashi Medical Center (JP)
- National Hospital Organization Hokkaido Medical Center (JP)
- Sendai Medical Center (JP)
- National Hospital Organization Hanamaki Hospital (JP)
- Chiba Hospital (JP)
- National Hospital Organization (JP)
- Hyogo University (JP)
- Kindai University (JP)
- The University of Osaka (JP)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-08-14
- DOI
- https://doi.org/10.1371/journal.pone.0330044
- Primary Topic
- Myasthenia Gravis and Thymoma
- Type
- article
- Field-Weighted Citation Impact
- 0.00