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倉田 靖桐

クラタ ヤスヒサ

医学部附属病院 放射線診断科 助教

倉田 靖桐
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    Last Updated :2023/09/22

    基本情報

    所属学協会

    • 日本核医学会
    • 日本腹部放射線学会
    • 日本医学放射線学会

    学位

    • 博士（医学）(京都大学)

    出身学校・専攻等

    • 京都大学, 医学部医学科, 卒業

    ID,URL

    researchmap URL

    list
      Last Updated :2023/09/22

      研究

      研究分野

      • 情報通信, ソフトウェア
      • ライフサイエンス, 放射線科学

      論文

      • Radiomic machine learning for pretreatment assessment of prognostic risk factors for endometrial cancer and its effects on radiologists' decisions of deep myometrial invasion
        Satoshi Otani; Yuki Himoto; Mizuho Nishio; Koji Fujimoto; Yusaku Moribata; Masahiro Yakami; Yasuhisa Kurata; Junzo Hamanishi; Akihiko Ueda; Sachiko Minamiguchi; Masaki Mandai; Aki Kido
        MAGNETIC RESONANCE IMAGING, 2022年01月
      • A case of paraovarian tumor of borderline malignancy with decrease of apparent diffusion coefficient value and marked 18F-fluorodeoxyglucose accumulation.
        Akimi Yoshida; Koji Yamanoi; Asuka Okunomiya; Yusuke Sagae; Masumi Sunada; Mana Taki; Masayo Ukita; Yasuhisa Kurata; Yuki Himoto; Aki Kido; Akihito Horie; Ken Yamaguchi; Junzo Hamanishi; Masaki Mandai
        International cancer conference journal, 2023年04月
      • Frequency and risk factors of thoracic metastases and optimization of the use of cross-sectional chest imaging in follow-up patients with cervical cancer.
        Nakao KK; Kido A; Imai T; Abiko K; Fujimoto K; Kurata Y; Kuwahara R; Nishio N; Yajima R; Horie A; Minamiguchi S; Tanaka S; Mandai M; Togashi K
        Clin Radiol, 2019年04月, 査読有り
      • Label Distribution Learning for Automatic Cancer Grading of Histopathological Images of Prostate Cancer
        Mizuho Nishio; Hidetoshi Matsuo; Yasuhisa Kurata; Osamu Sugiyama; Koji Fujimoto
        Cancers, 2023年02月28日, 査読有り
      • Automatic segmentation of bladder cancer on MRI using a convolutional neural network and reproducibility of radiomics features: a two-center study.
        Yusaku Moribata; Yasuhisa Kurata; Mizuho Nishio; Aki Kido; Satoshi Otani; Yuki Himoto; Naoko Nishio; Akihiro Furuta; Hiroyuki Onishi; Kimihiko Masui; Takashi Kobayashi; Yuji Nakamoto
        Scientific reports, 2023年01月12日, 査読有り, 責任著者
      • Prediction of deep myometrial invasion of uterine endometrial cancer on MRI using vision transformer. CARS 2022—Computer Assisted Radiology and Surgery Proceedings of the 36th International Congress and Exhibition Tokyo, Japan, June 7–11, 2022
        Kurata Y; Nishio M; Matsumoto Y; Otani S; Moribata Y; Himoto Y; Kido A; Mandai M; Nakamoto Y
        International Journal of Computer Assisted Radiology and Surgery, 2022年06月, 査読有り
      • Automatic segmentation of uterus with malignant tumor on MRI using U-net. CARS 2018—Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition Berlin, Germany, June 20–23, 2018
        Kurata Y; Nishio M; Fujimoto K; Yakami M; Kido A; Isoda H; Togashi K
        International Journal of Computer Assisted Radiology and Surgery, 2018年06月, 査読有り
      • Diagnostic Accuracy of Magnetic Resonance Imaging for International Federation of Gynecology and Obstetrics 2018 IB to IIB Cervical Cancer Staging: Comparison Among Magnetic Resonance Sequences and Pathologies
        Yuka Kuriyama Matsumoto; Aki Kido; Yusaku Moribata; Yoshitsugu Chigusa; Yuki Himoto; Yasuhisa Kurata; Satoshi Otani; Ryo Yajima; Naoko Nishio; Ryo Kuwahara; Sachiko Minamiguchi; Masaki Mandai; Yuji Nakamoto
        JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2021年11月, 査読有り
      • MR findings of polypoid endometriosis of female genital organs: report of three cases.
        Ryo Yajima; Aki Kido; Sachiko Minamiguchi; Yusaku Moribata; Yasuhisa Kurata; Yuki Himoto; Satoshi Otani; Yuka Matsumoto; Akihito Horie; Ken Yamaguchi; Yuji Nakamoto
        Abdominal radiology (New York), 2022年06月, 査読有り, 招待有り
      • Advantage of a higher position of the tracheostoma with glottic closure for preventing complications related to tracheostomy tube: a retrospective cohort study.
        Yuji Kanazawa; Yasuhisa Kurata; Miki Nagai; Kenji Inoue; Fumihito Nozaki; Atsushi Mori; Mariko Ishihara; Mioko Mori; Tomohiro Kumada; Minoru Shibata; Takeo Kato; Masako Nakai; Makoto Kano
        BMC surgery, 2022年02月11日, 査読有り
      • Risk Stratification for Pregnancies Diagnosed With Fetal Growth Restriction Based on Placental MRI.
        Yuki Himoto; Koji Fujimoto; Aki Kido; Satoshi Otani; Yuka Kuriyama Matsumoto; Haruta Mogami; Kyoko Kameyama Nakao; Yasuhisa Kurata; Yusaku Moribata; Yoshitsugu Chigusa; Sachiko Minamiguchi; Masaki Mandai; Yuji Nakamoto
        Journal of magnetic resonance imaging : JMRI, 2022年06月17日, 査読有り
      • Diagnostic Value of DCE-MRI for Differentiating Malignant Adnexal Masses Compared with Contrast-enhanced-T1WI
        Satoshi Otani; Aki Kido; Yuki Himoto; Akihiko Sakata; Tomoaki Otani; Ryo Kuwahara; Yusaku Moribata; Naoko Nishio; Ryo Yajima; Kyoko Nakao; Yasuhisa Kurata; Sachiko Minamiguchi; Masaki Mandai; Yuji Nakamoto
        Magnetic Resonance in Medical Sciences, 2021年, 査読有り
      • Differentiation of uterine low-grade endometrial stromal sarcoma from rare leiomyoma variants by magnetic resonance imaging.
        Yuki Himoto; Aki Kido; Akihiko Sakata; Yusaku Moribata; Yasuhisa Kurata; Ayako Suzuki; Noriomi Matsumura; Fuki Shitano; Seiya Kawahara; Shigeto Kubo; Shigeaki Umeoka; Sachiko Minamiguchi; Masaki Mandai
        Scientific reports, 2021年09月27日, 査読有り
      • Automatic segmentation of uterine endometrial cancer on multi-sequence MRI using a convolutional neural network.
        Yasuhisa Kurata; Mizuho Nishio; Yusaku Moribata; Aki Kido; Yuki Himoto; Satoshi Otani; Koji Fujimoto; Masahiro Yakami; Sachiko Minamiguchi; Masaki Mandai; Yuji Nakamoto
        Scientific reports, 2021年07月14日, 査読有り
      • Chronic abruption-oligohydramnios sequence (CAOS) revisited: possible implication of premature rupture of membranes.
        Yoshitsugu Chigusa; Haruta Mogami; Sachiko Minamiguchi; Aki Kido; Ayami Ishida; Yasuhisa Kurata; Eriko Yasuda; Kaoru Kawasaki; Akihito Horie; Ken Yamaguchi; Masaki Mandai; Eiji Kondoh
        The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians, 2021年05月20日, 査読有り
      • Diagnostic performance of preoperative MR imaging findings for differentiation of uterine leiomyoma with intraligamentous growth from subserosal leiomyoma.
        Ryo Yajima; Aki Kido; Ryo Kuwahara; Yusaku Moribata; Yoshitsugu Chigusa; Yuki Himoto; Yasuhisa Kurata; Yuka Matsumoto; Satoshi Otani; Naoko Nishio; Sachiko Minamiguchi; Masaki Mandai; Yuji Nakamoto
        Abdominal radiology (New York), 2021年04月02日, 査読有り
      • Diffusion-weighted imaging of uterine adenomyosis: Correlation with clinical backgrounds and comparison with malignant uterine tumors.
        Ryo Yajima; Aki Kido; Yasuhisa Kurata; Koji Fujimoto; Kyoko Kameyama Nakao; Ryo Kuwahara; Naoko Nishio; Sachiko Minamiguchi; Masaki Mandai; Kaori Togashi
        The journal of obstetrics and gynaecology research, 2021年03月, 査読有り
      • Microcystic, Elongated and Fragmented Pattern Invasion Can Adversely Influence Preoperative Staging for Low-grade Endometrial Carcinoma.
        Ryo Kuwahara; Aki Kido; Ryo Yajima; Naoko Nishio; Kyoko Nakao; Yasuhisa Kurata; Shiro Tanaka; Sachiko Minamiguchi; Tsukasa Baba; Masaki Mandai; Kaori Togashi
        Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine, 2020年02月19日, 査読有り
      • Automatic segmentation of the uterus on MRI using a convolutional neural network.
        Yasuhisa Kurata; Mizuho Nishio; Aki Kido; Koji Fujimoto; Masahiro Yakami; Hiroyoshi Isoda; Kaori Togashi
        Computers in biology and medicine, 2019年11月, 査読有り
      • MR findings of uterine PEComa in patients with tuberous sclerosis: report of two cases.
        Naoko Nishio; Aki Kido; Sachiko Minamiguchi; Kayo Kiguchi; Yasuhisa Kurata; Kyoko Kameyama Nakao; Ryo Kuwahara; Ryo Yajima; Satoshi Otani; Masaki Mandai; Kaori Togashi; Manabu Minami
        Abdominal radiology (New York), 2019年04月, 査読有り
      • Longitudinal changes in magnetic resonance imaging of malignant and borderline tumors associated with ovarian endometriotic cyst comparing with endometriotic cysts without arising malignancy.
        Naoko Nishio; Aki Kido; Masako Kataoka; Ryo Kuwahara; Kyoko Nakao; Yasuhisa Kurata; Noriomi Matsumura; Masaki Mandai; Kaori Togashi
        European journal of radiology, 2018年08月, 査読有り
      • Differentiation of Seromucinous Borderline Tumor from Serous Borderline Tumor on MR Imaging.
        Yasuhisa Kurata; Aki Kido; Yusaku Moribata; Kyoko Kameyama; Sachiko Minamiguchi; Ikuo Konishi; Kaori Togashi
        Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine, 2018年07月10日, 査読有り
      • A Predictor of Tumor Recurrence in Patients With Endometrial Carcinoma After Complete Resection of the Tumor: The Role of Pretreatment Apparent Diffusion Coefficient.
        Ryo Kuwahara; Aki Kido; Shiro Tanaka; Kaoru Abiko; Kyoko Nakao; Yuki Himoto; Naoko Nishio; Yasuhisa Kurata; Masaki Mandai; Kaori Togashi
        International journal of gynecological cancer : official journal of the International Gynecological Cancer Society, 2018年06月, 査読有り
      • Unenhanced region on magnetic resonance imaging represents tumor progression in uterine carcinosarcoma.
        Ayami Inoue; Ken Yamaguchi; Yasuhisa Kurata; Ryusuke Murakami; Kaoru Abiko; Junzo Hamanishi; Eiji Kondoh; Tsukasa Baba; Aki Kido; Ikuo Konishi; Noriomi Matsumura
        Journal of gynecologic oncology, 2017年09月, 査読有り
      • MRI findings of chronic abruption-oligohydramnios sequence (CAOS): report of three cases.
        Yasuhisa Kurata; Aki Kido; Sachiko Minamiguchi; Eiji Kondoh; Kaori Togashi
        Abdominal radiology (New York), 2017年07月, 査読有り
      • Diagnostic performance of MR imaging findings and quantitative values in the differentiation of seromucinous borderline tumour from endometriosis-related malignant ovarian tumour.
        Yasuhisa Kurata; Aki Kido; Yusaku Moribata; Kyoko Kameyama; Yuki Himoto; Sachiko Minamiguchi; Ikuo Konishi; Kaori Togashi
        European radiology, 2017年04月, 査読有り
      • Uterine peristalsis and junctional zone: correlation with age and postmenopausal status.
        Kayo Kiguchi; Aki Kido; Masako Kataoka; Fuki Shitano; Koji Fujimoto; Yuki Himoto; Yusaku Moribata; Yasuhisa Kurata; Yasutaka Fushimi; Tomohisa Okada; Kaori Togashi
        Acta radiologica (Stockholm, Sweden : 1987), 2017年02月, 査読有り
      • Feasibility of Computed Diffusion Weighted Imaging and Optimization of b-value in Cervical Cancer.
        Yusaku Moribata; Aki Kido; Koji Fujimoto; Yuki Himoto; Yasuhisa Kurata; Fuki Shitano; Kayo Kiguchi; Ikuo Konishi; Kaori Togashi
        Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine, 2017年01月10日, 査読有り
      • Two cases of Wolffian tumor with novel magnetic resonance imaging findings reflecting characteristic pathology.
        Mie Sakai; Kaoru Abiko; Noriomi Matsumura; Eiji Kondoh; Ken Yamaguchi; Sachiko Minamiguchi; Yasuhisa Kurata; Aki Kido; Ikuo Konishi
        The journal of obstetrics and gynaecology research, 2016年08月, 査読有り
      • Placental function assessed visually using half-Fourier acquisition single-shot turbo spin-echo (HASTE) magnetic resonance imaging.
        Yuki Himoto; Aki Kido; Haruta Mogami; Yusaku Moribata; Sachiko Minamiguchi; Fuki Shitano; Kayo Kiguchi; Yasuhisa Kurata; Ikuo Konishi; Kaori Togashi
        Placenta, 2016年03月, 査読有り
      • Optimization of non-contrast-enhanced MR angiography of the renal artery with three-dimensional balanced steady-state free-precession and time-spatial labeling inversion pulse (time-SLIP) at 3T MRI, in relation to age and blood velocity.
        Yasuhisa Kurata; Aki Kido; Koji Fujimoto; Kayo Kiguchi; Kyoko Takakura; Yusaku Moribata; Fuki Shitano; Yuki Himoto; Yasutaka Fushimi; Tomohisa Okada; Kaori Togashi
        Abdominal radiology (New York), 2016年01月, 査読有り

      MISC

      • 【押さえておくべき注目の疾患2021】(6章)女性生殖器 慢性早剥羊水過少症候群
        倉田 靖桐; 木戸 晶
        画像診断, 2021年03月
      • 【ビギナーのための腹部画像診断-Q & Aアプローチ-】(第9章)婦人科 (Q1)正常卵巣の同定方法を教えてください
        倉田 靖桐
        画像診断, 2021年03月
      • 【ビギナーのための腹部画像診断-Q & Aアプローチ-】(第9章)婦人科 (Q4)卵巣の機能性嚢胞診断のポイントを教えてください
        倉田 靖桐
        画像診断, 2021年03月
      • Step up MRI 2021 II MRIにおけるAIの研究開発・臨床応用の最新動向 4.MR画像における子宮体がんの自動セグメンテーション
        倉田靖桐; 西尾瑞穂; 森畠裕策; 木戸晶; 中本裕士
        Innervision, 2021年
      • 腫瘍か非腫瘍か,それが問題だ-FDG-PET/CT編-泌尿生殖器
        倉田靖桐; 森畠裕策; 木寺英太郎; 中本裕士
        画像診断, 2021年
      • 【専門医はもういらない? せまりくるAI時代】AIによる産婦人科MRIの診断支援
        倉田 靖桐; 西尾 瑞穂; 木戸 晶
        産婦人科の実際, 2020年05月
      • 【産婦人科診療decision makingのためのMRI・CT】卵巣の良性疾患および悪性腫瘍との鑑別診断 充実部と嚢胞部が混在する卵巣腫瘍の鑑別診断 c.卵巣境界悪性腫瘍の画像診断
        倉田 靖桐; 木戸 晶; 吉岡 信也
        産婦人科の実際, 2019年06月
      • 【産科領域のCT,MRI update】癒着胎盤以外の胎盤疾患のMRI
        倉田 靖桐; 中尾 恭子; 木戸 晶
        画像診断, 2019年05月
      • 子宮捻転の3症例;3次元的理解に向けて
        藤本順平; 倉田靖桐; 革島定幸; 日野田卓也; 藤本晃司; 吉岡信也; 上田浩之
        Japanese Society for the Advancement of Women’s Imaging, 2019年
      • 【Tumor or not tumor? That is the question】女性骨盤
        倉田 靖桐; 小山 貴; 富樫 かおり
        画像診断, 2015年11月
      • 【子宮内膜癌治療の最前線】子宮内膜癌における画像診断の進歩とピットフォール
        倉田 靖桐; 木戸 晶; 中本 裕士; 富樫 かおり
        産婦人科の実際, 2015年05月
      • 【腹部の最新画像情報2014】空腸の異所性膵に発生した腺癌の1例
        倉田 靖桐; 有薗 茂樹; 日野田 卓也; 上田 浩之; 伊藤 亨; 三木 明; 市川 千宙; 今井 幸弘
        臨床放射線, 2014年06月
      • 【腹部の最新画像情報2014】主膵管拡張を伴いながら膵全体に発育した膵癌の2例
        有薗 茂樹; 倉田 靖桐; 日野田 卓也; 上田 浩之; 日野 恵; 伊藤 亨; 岡田 和幸; 今井 幸弘
        臨床放射線, 2014年06月
      • 【腹部の最新画像情報2013】左三角間膜内に発生した異所性肝細胞癌の1例
        倉田 靖桐; 日野田 卓也; 有薗 茂樹; 上田 浩之; 伊藤 亨; 三木 明; 今井 幸弘; 山下 大祐
        臨床放射線, 2013年06月

      講演・口頭発表等

      • Interactive Case Review (Pelvic Pain)
        Yasuhisa Kurata
        Asian Congress of Abdominal Radiology 2023, 招待有り
      • Prediction of muscle invasion of bladder cancer on MRI with Vision Transformer
        Yasuhisa Kurata; Mizuho Nishio; Yusaku Moribata; Satoshi Otani; Naoko Nishio; Akihiko Furuta; Yuki Himoto; Aki Kido; Takashi Kobayashi; Yuji Nakamoto
        The 82nd Annual Meeting of the Japan Radiological Society
      • Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network
        Yusaku Moribata; Yasuhisa Kurata; Mizuho Nishio; Aki Kido; Yuka Matsumoto; Satoshi Otani; Yuki Himoto; Akihiro Furuta; Kimihiko Masui; Yuji Nakamoto
        The 81st Annual Meeting of the Japan Radiological Society
      • Automatic segmentation of uterus with malignant tumor on MRI using U-net
        Y. Kurata; M. Nishio; K. Fujimoto; M. Yakami; A. Kido; H. Isoda; K. Togashi
        Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition Berlin, Germany
      • Optimization for non-contrast enhanced MRA of renal artery at 3T: evaluation of BBTI with consideration of renal blood velocity
        Yasuhisa Kurata; Aki Kido; Koji Fujimoto; Kayo Kiguchi; Kyoko Takakura; Kaori Togashi
        2015 ISMRM & SMRT Annual Meeting & Exhibition
      • Imaging of ectopic pregnancy Radiologic-Pathologic correlation
        Kurata Y; Hinoda T; Arizono S; Ueda H; Itoh K; Urata Y; Imai Y; Fujimoto R
        European Congress of Radiology
      • Prediction of deep myometrial invasion of uterine endometrial cancer on MRI using Vision Transformer
        Yasuhisa Kurata; Mizuho Nishio; Yuka Matsumoto; Satoshi Otani; Yusaku Moribata; Yuki Himoto; Aki Kido; Masaki Mandai; Yuji Nakamoto
        Computer Assisted Radiology and Surgery 2022
      • Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network
        Yusaku Moribata; Yasuhisa Kurata; Mizuho Nishio; Aki Kido; Satoshi Otani; Yuki Himoto; Naoko Nishio; Akihiro Furuta; Kimihiko Masui; Takashi Kobayashi; Yuji Nakamoto
        2022 ISMRM & SMRT Annual Meeting & Exhibition
      • MRI evaluation of placental abnormalities
        Yasuhisa Kurata
        ISAR SCIENTIFIC MEETING & ASAR EDUCATIONAL LECTURE COURSE 2021, 2021年11月13日, 招待有り
      • Automatic segmentation of uterine endometrial cancer on MRI with convolutional neural network
        Yasuhisa Kurata; Mizuho Nishio; Yusaku Moribata; Aki Kido; Yuki Himoto; Satoshi Otani; Koji Fujimoto; Masahiro Yakami; Sachiko Minamiguchi; Masaki Mandai; Yuji Nakamoto
        2021 ISMRM & SMRT Annual Meeting & Exhibition

      外部資金：科学研究費補助金

      • 深層学習を用いた産婦人科MRIの自動診断
        若手研究
        小区分52040:放射線科学関連
        京都大学
        倉田 靖桐
        自 2020年04月01日, 至 2023年03月31日, 交付
        endometrial cancer;deep learning;segmentation;MRI;子宮体癌;子宮頸癌;深層学習;セグメンテーション;子宮;卵巣
        https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20K16780/
      • 放射線診断学の画像とレポートを用いた深層学習の応用
        基盤研究(C)
        小区分52040:放射線科学関連
        神戸大学
        西尾 瑞穂
        自 2022年04月01日, 至 2025年03月31日, 交付
        深層学習;クロスモーダル学習;医用画像処理;医用自然言語処理
        https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22K07665/
      • 深層学習と異常検知による子宮筋腫と子宮肉腫の鑑別モデル作成のための多施設共同研究
        若手研究
        小区分52040:放射線科学関連
        京都大学
        倉田 靖桐
        自 2023年04月01日, 至 2026年03月31日, 交付
        Deep learning;Anomaly detectioin;Uterine leiomyoma;Uterine leiomyosarcoma;MRI
        https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23K14866/

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