論文 - 鎌田 耕輔
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Dismal Outcome of EBV-Positive Nodal T/NK-Cell Lymphoma: A Multicenter Retrospective Study
Ichikawa, S; Fukuhara, N; Katsuoka, Y; Ishizawa, Y; Kamata, K; Fukatsu, M; Nagao, T; Murai, K; Yokoyama, H; Tamai, Y; Ikezoe, T; Ichinohasama, R; Ito, S; Takahashi, N; Harigae, H
CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 26 ( 3 ) e376 - e384 2026年03月
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リンパ球形態認識における深層学習を用いた人工知能モデルの鑑別性能―リンパ球増多症解析における人工知能の可能性―
野坂 大喜, 櫛引 美穂子, 小笠原 脩, 川島 健太郎, 石山 雅大, 上野 大, 鎌田 耕輔, 山形 和史
医学検査 74 ( 2 ) 293 - 303 2025年04月
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APPROACH TO DIFFERENTIATION OF LYMPHOCYTOSIS USING ENSEMBLE AI MODELS IN PERIPHERAL BLOOD SMEAR SCREENING
Nozaka, H; Tamazawa, M; Sato, S; Kushibiki, M; Ogasawara, S; Ishiyama, M; Kamata, K; Yamagata, K
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 46 75 - 76 2024年12月
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DIFFERENTIATION OF MYELOMA CELLS IN BONE MARROW SMEAR USING CONVOLUTIONAL NEURAL NETWORKS
Yamagata, K; Oka, M; Kudo, S; Kushibiki, M; Ogasawara, S; Ishiyama, M; Kamata, K; Nozaka, H
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 46 117 - 117 2024年12月
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APPROACH TO RECOGNITION OF IMMATURE GRANULOCYTES USING ENSEMBLE AI MODELS IN PERIPHERAL BLOOD SMEAR SCREENING
Nozaka, H; Tamazawa, M; Sato, S; Kushibiki, M; Ogasawara, S; Ishiyama, M; Kamata, K; Yamagata, K
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 46 76 - 76 2024年12月
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An experience of pola-R-CHP regimen for DLBCL patients at our hospital
Takahata, T; Sato, E; Tsurumoto, T; Yamashita, S; Ebina, T; Tachita, T; Kamata, K; Yamagata, K; Tamai, Y; Sakuraba, H
ANNALS OF ONCOLOGY 35 S1365 - S1365 2024年10月
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初回寛解導入療法前から抗HPA-5a同種抗体による血小板輸血不応状態を認めた 急性骨髄性白血病の1例
山口公平、間山 恒、石黒 陽、鎌田耕輔、櫻庭裕丈、久保恒明、玉井佳子
日本輸血細胞治療学会誌 70 ( 4 ) 509 - 514 2024年08月
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Approach to Recognition of Immature Granulocytes Using Deep Learning in Peripheral Blood Smear Screening
H Nozaka, M Kushibiki, K Kamata, K Yamagata
Japanese Journal of Medical Technology 73 ( 1 ) 69 - 77 2024年01月
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末梢血塗抹標本スクリーニングにおける深層学習法を用いた幼若顆粒球認識の試み―血球形態分類における畳み込みニューラルネットワークを用いた人工知能モデルの可能性―
野坂 大喜, 櫛引 美穂子, 鎌田 耕輔, 山形 和史
医学検査 73 ( 1 ) 69 - 77 2024年01月
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Influence of CYP3A5 and ABCB1 polymorphisms on the pharmacokinetics of vincristine in adult patients receiving CHOP therapy
Junichi Nakagawa, Takenori Takahata, Yu Chen, Kensuke Saito, Kosuke Kamata, Takuto Tachita , Satoru Yamashita, Keigo Saito, Kayo Ueno, Atsushi Sato, Hirotake Sakuraba, Takenori Niioka
Cancer chemotherapy and pharmacology 92 ( 5 ) 391 - 398 2023年11月
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APPROACH TO DETECTION OF ATYPICAL LYMPHOCYTES WITH DEEP LEARNING IN PERIPHERAL BLOOD SMEAR SCREENING CLINICAL APPLICATION POTENTIAL OF HEMATOLOGICAL MORPHOLOGY CLASSIFICATION AI MODEL
Nozaka, H; Souma, S; Hirano, S; Nakano, M; Fujioka, M; Kushibiki, M; Ogasawara, S; Ishiyama, M; Kamata, K; Yamagata, K
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 45 85 - 86 2023年09月
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APPROACH TO DETECTION OF ABNORMAL LYMPHOCYTE WITH DEEP LEARNING IN PERIPHERAL BLOOD SMEAR SCREENING THE POTENTIAL OF AI TECHNOLOGY FOR ACUTE LYMPHOCYTIC LEUKEMIA IN HEMATOLOGICAL MORPHOLOGY ANALYSIS
Nozaka, H; Souma, S; Hirano, S; Nakano, M; Fujioka, M; Kushibiki, M; Ogasawara, S; Ishiyama, M; Kamata, K; Yamagata, K
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 45 86 - 87 2023年09月
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The Effectiveness of Data Augmentation for Mature White Blood Cell Image Classification in Deep Learning-Selection of an Optimal Technique for Hematological Morphology Recognition
Nozaka, H; Kamata, K; Yamagata, K
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E106.D ( 5 ) 707 - 714 2023年05月
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The effectiveness of data augmentation for mature white blood cell image classification in deep learning – Selection of optimal technique in hematological morphology recognition -.
H Nozaka, K Kamata, K Yamagata
IEICE TRANSACTIONS on Information and Systems 2023年05月
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Newly diagnosed extranodal NK/T-cell lymphoma, nasal type, at the injected left arm after BNT162b2 mRNA COVID-19 vaccination
Takuto Tachita, Takenori Takahata, Satoru Yamashita, Toru Ebina, Kosuke Kamata, Kazufumi Yamagata, Yoshiko Tamai, Hirotake Sakuraba
International Journal of Hematology 118 ( 4 ) 503 - 507 2023年04月
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Classifying Microscopic Images of Reactive Lymphocytosis Using Two-Step Tandem AI Models
H Nozaka, M Kushibiki, K Kamata, K Yamagata
Applied Sciences 13 ( 9 ) 5296 2023年04月
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Classifying Microscopic Images of Reactive Lymphocytosis Using Two-Step Tandem AI Models
Nozaka, H; Kushibiki, M; Kamata, K; Yamagata, K
APPLIED SCIENCES-BASEL 13 ( 9 ) 2023年04月
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APPROACH TO AUTOMATED DETECTION OF ATYPICAL LYMPHOCYTES IN PERIPHERAL BLOOD SMEAR SCREENING - THE POTENTIAL OF HYBRID AI MODELS FOR HEMATOLOGICAL MORPHOLOGY DIFFERENTIATION -
Nozaka, H; Kaga, S; Sakaiya, N; Kimura, S; Kushibiki, M; Ogasawara, S; Ishiyama, M; Nakano, M; Fujioka, M; Kamata, K; Yamagata, K
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 45 129 - 130 2023年01月
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APPROACH TO IMMATURE GRANULOCYTES DISCRIMINATION WITH CONVOLUTIONAL NEURAL NETWORK IN PERIPHERAL BLOOD SMEAR SCREENING
Nozaka, H; Kimura, S; Kaga, S; Sakaiya, N; Kushibiki, M; Ogasawara, S; Ishiyama, M; Nakano, M; Fujioka, M; Kamata, K; Yamagata, K
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY 45 130 - 131 2023年01月
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Clinicopathological feature of T-cell lymphoma in our institute
Takahata, T; Tachita, T; Yamashita, S; Ebina, T; Kamata, K; Chen, Y; Saito, K; Sato, A; Yamagata, K; Tamai, Y; Fukuda, S
ANNALS OF ONCOLOGY 33 S537 - S537 2022年07月