Prediction of Hepatocellular Carcinoma After Hepatitis C Virus Sustained Virologic Response Using a Random Survival Forest Model
The integration of RSF and SHAP enabled accurate HCC risk classification after SVR, which may facilitate individualized HCC screening strategies and more cost-effective care.
Authors
- Chihiro Kikugawa
- Takahiro Kinami (ORCID: https://orcid.org/0009-0003-8322-4885)
- Shinsuke Uchikawa (ORCID: https://orcid.org/0000-0002-1538-4946)
- Yuko Nagaoki (ORCID: https://orcid.org/0000-0002-5065-2205)
- Kensuke Naruto (ORCID: https://orcid.org/0000-0003-1128-0960)
- Serami Murakami (ORCID: https://orcid.org/0009-0007-1260-0395)
- Kenji Yamaoka (ORCID: https://orcid.org/0000-0002-8896-3455)
- Yosuke Suehiro (ORCID: https://orcid.org/0000-0001-5815-2953)
- Akira Hiramatsu (ORCID: https://orcid.org/0000-0003-0011-3243)
- C. Nelson Hayes (ORCID: https://orcid.org/0000-0003-1691-3544)
- Hiroiku Kawakami
- Yasuyuki Aisaka
- Kazuki Ohya (ORCID: https://orcid.org/0000-0003-3572-2006)
- Kei Amioka (ORCID: https://orcid.org/0000-0002-6658-5203)
- Eisuke Murakami (ORCID: https://orcid.org/0000-0003-0357-2795)
- Keiji Tsuji (ORCID: https://orcid.org/0000-0003-4000-835X)
- Yuji Teraoka (ORCID: https://orcid.org/0000-0002-2154-1733)
- Masataka Tsuge (ORCID: https://orcid.org/0000-0001-7591-8287)
- Shiro Oka (ORCID: https://orcid.org/0000-0002-1652-0743)
- Hiroshi Aikata (ORCID: https://orcid.org/0000-0002-3409-2156)
- Hirotaka Kohno
- Daiki Miki (ORCID: https://orcid.org/0000-0002-6505-9826)
- Takashi Moriya (ORCID: https://orcid.org/0000-0001-7517-162X)
- Shigeki Yano (ORCID: https://orcid.org/0000-0002-1114-9404)
- Toru Tamura
- Hiroyuki Ito (ORCID: https://orcid.org/0000-0001-7398-8943)
- Keiko Ueda (ORCID: https://orcid.org/0000-0002-4830-4607)
- Yuki Shirane
- Hikaru Nakahara (ORCID: https://orcid.org/0000-0003-2540-707X)
- Atsushi Ono (ORCID: https://orcid.org/0000-0002-2482-945X)
- Hatsue Fujino (ORCID: https://orcid.org/0000-0002-9691-4960)
- Shinsuke Kira
- Keiko Arataki
- Shiomi Aimitsu
- Kei Morio
- Michihiro Nonaka
- Keitaro Yamashina
- Keiichi Masaki
- Nami Mori
- Yasutoshi Fujii (ORCID: https://orcid.org/0000-0002-3967-6687)
- Hajime Amano
- K. Kamada
- Hongmei Bao (ORCID: https://orcid.org/0009-0008-5428-2863)
- Yoshitaka Nabeshima
- Kazunari Masuda
- Yumi Kosaka
- Takahiro Azakami
- Tomokazu Kawaoka
- Yoshio Katamura
- Takashi Nakahara
- Shintaro Takaki (ORCID: https://orcid.org/0000-0002-8492-5339)
- Ryoichi Miura
- Yoshiiku Kawakami
Institutions
- Hiroshima University (JP)
Publication Details
- Journal
- JCO Clinical Cancer Informatics
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1200/cci.24.00108
- Citations
- 2
- Primary Topic
- Hepatitis C virus research
- Type
- article
- Field-Weighted Citation Impact
- 0.74