Development of a real-time endoscopic image diagnosis support system using deep learning technology in colonoscopy von Yamada, Masayoshi, Saito, Yutaka, Imaoka, Hitoshi, Saiko, Masahiro, Yamada, Shigemi, Kondo, Hiroko, Takamaru, Hiroyuki, Sakamoto, Taku, Sese, Jun, Kuchiba, Aya, Shibata, Taro, Hamamoto, Ryuji

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P195 Differentiating intramucosal and submucosally invasive Barrett’s neoplasia using a novel deep convolutional neural network during endoscopy von Htet, Hein, Saiko, Masahiro, Siggens, Katie, Maeda, Naoto, Longcroft-Wheaton, Gaius, Abdelrahim, Mohamed, Bhandari, Pradeep

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Development and validation of artificial neural networks model for detection of Barrett’s neoplasia: a multicenter pragmatic nonrandomized trial (with video) von Abdelrahim, Mohamed, Saiko, Masahiro, Maeda, Naoto, Hossain, Ejaz, Alkandari, Asma, Subramaniam, Sharmila, Parra-Blanco, Adolfo, Sanchez-Yague, Andres, Coron, Emmanuel, Repici, Alessandro, Bhandari, Pradeep

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O2 Staging of Barrett’s neoplasia using artificial neural networks, proof of concept study von Abdelrahim, Mohamed, Saiko, Masahiro, Maeda, Naoto, Htet, Hein, Siggens, Katie, Subramaniam, Sharmila, Longcroft-Wheaton, Gaius, Bhandari, Pradeep

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O6 Artificial intelligence using convolutional neural networks for detection of early Barrett’s Neoplasia von Abdelrahim, Mohamed, Saiko, Masahiro, Masaike, Yukiko, Ohtsuka, Shota, Hossain, Ejaz, Arndtz, Sophie, Bhandari, Pradeep

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IMPORTANCE OF HUMAN-MACHINE INTERACTION IN DETECTION OF BARRETT’S NEOPLASIA USING A NOVEL DEEP NEURAL NETWORK IN THE EVOLVING ERA OF ARTIFICIAL INTELLIGENCE von Htet, Hein, Siggens, Katie, Saiko, Masahiro, Maeda, Naoto, Longcroft-Wheaton, Gaius, Subramaniam, Sharmila, Alkandari, Asma, Basford, Pete, Chedgy, Fergus, Kandiah, Kesavan, Abdelrahim, Mohamed, Bhandari, Pradeep

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Sa2032 PIXEL VS PATCH-BASED DEEP LEARNING MODELS, PAVING THE WAY TOWARDS REAL-TIME COMPUTER-ASSISSTED DETECTION OF BARRETT’S NEOPLASIA von Abdelrahim, Mohamed, Saiko, Masahiro, Masaike, Yukiko, HOSSAIN, E.J.A.Z., Arndtz, Sophie, Bhandari, Pradeep

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O39 Importance of human-machine interaction in detection of Barrett’s Neoplasia using a novel deep neural network in the era of AI von Htet, Hein, Siggens, Katie, Saiko, Masahiro, Maeda, Naoto, Longcroft-Wheaton, Gaius, Subramaniam, Sharmila, Alkandari, Asma, Basford, Peter, Chedgy, Fergus, Kandiah, Kesavan, Abdelrahim, Mohamed, Bhandari, Pradeep

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Combination of multiple acoustic models with unsupervised adaptation for lecture speech transcription von Shen, Peng, Lu, Xugang, Hu, Xinhui, Kanda, Naoyuki, Saiko, Masahiro, Hori, Chiori, Kawai, Hisashi

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Current status of speech recognition technology von Saiko, Masahiro, Hori, Chiori

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現在の音声認識にできること・できないこと(<小特集>音響学における未解決問題) von 西光, 雅弘, 堀, 智織

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A Convenient Risk Prediction Score for COVID-19 for Determining Whether or Not Hospitalization Is Recommended: Kanagawa Admission Priority Assessment Score von Tamura, Nobumasa, Uchiyama, Shota, Nishioka, Saiko, Tamura, Kentaro, Yoshida, Masahiro, Saito, Zenya, Kuwano, Kazuyoshi

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Essential role of Notch/Hes1 signaling in postnatal pancreatic exocrine development von Kuriyama, Katsutoshi, Kodama, Yuzo, Shiokawa, Masahiro, Nishikawa, Yoshihiro, Marui, Saiko, Kuwada, Takeshi, Sogabe, Yuko, Kakiuchi, Nobuyuki, Tomono, Teruko, Matsumori, Tomoaki, Mima, Atsushi, Morita, Toshihiro, Ueda, Tatsuki, Tsuda, Motoyuki, Yamauchi, Yuki, Sakuma, Yojiro, Ota, Yuji, Maruno, Takahisa, Uza, Norimitsu, Kageyama, Ryoichiro, Chiba, Tsutomu, Seno, Hiroshi

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CXCR4 in Tumor Epithelial Cells Mediates Desmoplastic Reaction in Pancreatic Ductal Adenocarcinoma von Morita, Toshihiro, Kodama, Yuzo, Shiokawa, Masahiro, Kuriyama, Katsutoshi, Marui, Saiko, Kuwada, Takeshi, Sogabe, Yuko, Matsumori, Tomoaki, Kakiuchi, Nobuyuki, Tomono, Teruko, Mima, Atsushi, Ueda, Tatsuki, Tsuda, Motoyuki, Yamauchi, Yuki, Nishikawa, Yoshihiro, Sakuma, Yojiro, Ota, Yuji, Maruno, Takahisa, Uza, Norimitsu, Nagasawa, Takashi, Chiba, Tsutomu, Seno, Hiroshi

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Hes1 plays an essential role in Kras-driven pancreatic tumorigenesis von Nishikawa, Yoshihiro, Kodama, Yuzo, Shiokawa, Masahiro, Matsumori, Tomoaki, Marui, Saiko, Kuriyama, Katsutoshi, Kuwada, Takeshi, Sogabe, Yuko, Kakiuchi, Nobuyuki, Tomono, Teruko, Mima, Atsushi, Morita, Toshihiro, Ueda, Tatsuki, Tsuda, Motoyuki, Yamauchi, Yuki, Sakuma, Yojiro, Ota, Yuji, Maruno, Takahisa, Uza, Norimitsu, Uesugi, Motonari, Kageyama, Ryoichiro, Chiba, Tsutomu, Seno, Hiroshi

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Rb and p53 Execute Distinct Roles in the Development of Pancreatic Neuroendocrine Tumors von Yamauchi, Yuki, Kodama, Yuzo, Shiokawa, Masahiro, Kakiuchi, Nobuyuki, Marui, Saiko, Kuwada, Takeshi, Sogabe, Yuko, Tomono, Teruko, Mima, Atsushi, Morita, Toshihiro, Matsumori, Tomoaki, Ueda, Tatsuki, Tsuda, Motoyuki, Nishikawa, Yoshihiro, Kuriyama, Katsutoshi, Sakuma, Yojiro, Ota, Yuji, Maruno, Takahisa, Uza, Norimitsu, Masuda, Atsuhiro, Tatsuoka, Hisato, Yabe, Daisuke, Minamiguchi, Sachiko, Masui, Toshihiko, Inagaki, Nobuya, Uemoto, Shinji, Chiba, Tsutomu, Seno, Hiroshi

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Hes1 Is Essential in Proliferating Ductal Cell-Mediated Development of Intrahepatic Cholangiocarcinoma von Matsumori, Tomoaki, Kodama, Yuzo, Takai, Atsushi, Shiokawa, Masahiro, Nishikawa, Yoshihiro, Matsumoto, Tomonori, Takeda, Haruhiko, Marui, Saiko, Okada, Hirokazu, Hirano, Tomonori, Kuwada, Takeshi, Sogabe, Yuko, Kakiuchi, Nobuyuki, Tomono, Teruko, Mima, Atsushi, Morita, Toshihiro, Ueda, Tatsuki, Tsuda, Motoyuki, Yamauchi, Yuki, Kuriyama, Katsutoshi, Sakuma, Yojiro, Ota, Yuji, Maruno, Takahisa, Uza, Norimitsu, Marusawa, Hiroyuki, Kageyama, Ryoichiro, Chiba, Tsutomu, Seno, Hiroshi

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Identification of an Anti-Integrin alpha v beta 6 Autoantibody in Patients With Ulcerative Colitis von Kuwada, Takeshi, Shiokawa, Masahiro, Kodama, Yuzo, Ota, Sakiko, Kakiuchi, Nobuyuki, Nannya, Yasuhito, Yamazaki, Hajime, Yoshida, Hiroyuki, Nakamura, Takeharu, Matsumoto, Shimpei, Muramoto, Yuya, Yamamoto, Shuji, Honzawa, Yusuke, Kuriyama, Katsutoshi, Okamoto, Kanako, Hirano, Tomonori, Okada, Hirokazu, Marui, Saiko, Sogabe, Yuko, Morita, Toshihiro, Matsumori, Tomoaki, Mima, Atsushi, Nishikawa, Yoshihiro, Ueda, Tatsuki, Matsumura, Kazuyoshi, Uza, Norimitsu, Chiba, Tsutomu, Seno, Hiroshi

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Prognostic impact of low allelic ratio FLT3-ITD and NPM1 mutation in acute myeloid leukemia von Sakaguchi, Masahiro, Yamaguchi, Hiroki, Najima, Yuho, Usuki, Kensuke, Ueki, Toshimitsu, Oh, Iekuni, Mori, Sinichiro, Kawata, Eri, Uoshima, Nobuhiko, Kobayashi, Yutaka, Kako, Shinichi, Tajika, Kenji, Gomi, Seiji, Shono, Katsuhiro, Kayamori, Kensuke, Hagihara, Masao, Kanda, Junya, Uchiyama, Hitoji, Kuroda, Junya, Uchida, Naoyuki, Kubota, Yasushi, Kimura, Shinya, Kurosawa, Saiko, Nakajima, Nana, Marumo, Atsushi, Omori, Ikuko, Fujiwara, Yusuke, Yui, Shunsuke, Wakita, Satoshi, Arai, Kunihito, Kitano, Tomoaki, Kakihana, Kazuhiko, Kanda, Yoshinobu, Ohashi, Kazuteru, Fukuda, Takahiro, Inokuchi, Koiti

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Clinical impact of a novel device delivery system in the diagnosis of bile duct lesions: A single‐center experience von Matsumori, Tomoaki, Uza, Norimitsu, Shiokawa, Masahiro, Maruno, Takahisa, Nishikawa, Yoshihiro, Morita, Toshihiro, Kuwada, Takeshi, Marui, Saiko, Okada, Hirokazu, Taura, Kojiro, Kodama, Yuzo, Seno, Hiroshi

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