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Utility of comprehensive genomic profiling combined with machine learning for prognostic stratification in stage II/III colorectal cancer after adjuvant chemotherapy.

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Title: Utility of comprehensive genomic profiling combined with machine learning for prognostic stratification in stage II/III colorectal cancer after adjuvant chemotherapy.
Authors: Kobayashi Y; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan., Suzuki Y; Matsushima Hospital, Kanagawa, 220-0041, Japan., Seishima R; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan. ryo.seishima@fujita-hu.ac.jp.; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan. ryo.seishima@fujita-hu.ac.jp.; Department of Surgery, Inagi Municipal Hospital, Tokyo, 206-0801, Japan. ryo.seishima@fujita-hu.ac.jp., Chikaishi Y; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan., Matsuoka H; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan., Nakamura K; Center for Cancer Genomics, Keio University School of Medicine, Tokyo, 160-8582, Japan., Shigeta K; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan., Okabayashi K; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan., Hiro J; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan., Otsuka K; Department of Advanced Robotic and Endoscopic Surgery, Fujita Health University, Toyoake, Aichi, 470-1192, Japan., Uyama I; Department of Advanced Robotic and Endoscopic Surgery, Fujita Health University, Toyoake, Aichi, 470-1192, Japan., Saya H; Division of Gene Regulation, Oncology Innovation Center, Fujita Health University, Toyoake, Aichi, 470-1192, Japan., Nishihara H; Center for Cancer Genomics, Keio University School of Medicine, Tokyo, 160-8582, Japan., Suda K; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan., Kitagawa Y; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan.
Source: International journal of clinical oncology [Int J Clin Oncol] 2025 May; Vol. 30 (5), pp. 926-934. Date of Electronic Publication: 2025 Mar 17.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Tokyo Country of Publication: Japan NLM ID: 9616295 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1437-7772 (Electronic) Linking ISSN: 13419625 NLM ISO Abbreviation: Int J Clin Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Utility of comprehensive genomic profiling combined with machine learning for prognostic stratification in stage II/III colorectal cancer after adjuvant chemotherapy.
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  Data: <searchLink fieldCode="AU" term="%22Kobayashi+Y%22">Kobayashi Y</searchLink>; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Suzuki+Y%22">Suzuki Y</searchLink>; Matsushima Hospital, Kanagawa, 220-0041, Japan.<br /><searchLink fieldCode="AU" term="%22Seishima+R%22">Seishima R</searchLink>; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan. ryo.seishima@fujita-hu.ac.jp.; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan. ryo.seishima@fujita-hu.ac.jp.; Department of Surgery, Inagi Municipal Hospital, Tokyo, 206-0801, Japan. ryo.seishima@fujita-hu.ac.jp.<br /><searchLink fieldCode="AU" term="%22Chikaishi+Y%22">Chikaishi Y</searchLink>; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Matsuoka+H%22">Matsuoka H</searchLink>; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Nakamura+K%22">Nakamura K</searchLink>; Center for Cancer Genomics, Keio University School of Medicine, Tokyo, 160-8582, Japan.<br /><searchLink fieldCode="AU" term="%22Shigeta+K%22">Shigeta K</searchLink>; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan.<br /><searchLink fieldCode="AU" term="%22Okabayashi+K%22">Okabayashi K</searchLink>; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan.<br /><searchLink fieldCode="AU" term="%22Hiro+J%22">Hiro J</searchLink>; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Otsuka+K%22">Otsuka K</searchLink>; Department of Advanced Robotic and Endoscopic Surgery, Fujita Health University, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Uyama+I%22">Uyama I</searchLink>; Department of Advanced Robotic and Endoscopic Surgery, Fujita Health University, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Saya+H%22">Saya H</searchLink>; Division of Gene Regulation, Oncology Innovation Center, Fujita Health University, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Nishihara+H%22">Nishihara H</searchLink>; Center for Cancer Genomics, Keio University School of Medicine, Tokyo, 160-8582, Japan.<br /><searchLink fieldCode="AU" term="%22Suda+K%22">Suda K</searchLink>; Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan.<br /><searchLink fieldCode="AU" term="%22Kitagawa+Y%22">Kitagawa Y</searchLink>; Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan.
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  Data: <searchLink fieldCode="JN" term="%229616295%22">International journal of clinical oncology</searchLink> [Int J Clin Oncol] 2025 May; Vol. 30 (5), pp. 926-934. <i>Date of Electronic Publication: </i>2025 Mar 17.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag+Tokyo%22">Springer-Verlag Tokyo </searchLink><i>Country of Publication: </i>Japan <i>NLM ID: </i>9616295 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1437-7772 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213419625%22">13419625 </searchLink><i>NLM ISO Abbreviation: </i>Int J Clin Oncol <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s10147-025-02722-4
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      – TitleFull: Utility of comprehensive genomic profiling combined with machine learning for prognostic stratification in stage II/III colorectal cancer after adjuvant chemotherapy.
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              Text: 2025 May
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