A clinical specific BERT developed using a huge Japanese clinical text corpus von Kawazoe, Yoshimasa, Shibata, Daisaku, Shinohara, Emiko, Aramaki, Eiji, Ohe, Kazuhiko

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Machine learning-based prediction of in-hospital mortality using admission laboratory data: A retrospective, single-site study using electronic health record data von Seki, Tomohisa, Kawazoe, Yoshimasa, Ohe, Kazuhiko

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Immediate postnatal prediction of death or bronchopulmonary dysplasia among very preterm and very low birth weight infants based on gradient boosting decision trees algorithm: A na... von Yoneda, Kota, Seki, Tomohisa, Kawazoe, Yoshimasa, Ohe, Kazuhiko, Takahashi, Naoto

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Pathway importance by graph convolutional network and Shapley additive explanations in gene expression phenotype of diffuse large B-cell lymphoma von Hayakawa, Jin, Seki, Tomohisa, Kawazoe, Yoshimasa, Ohe, Kazuhiko

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Development of comprehensive annotation criteria for patients’ states from clinical texts von Shinohara, Emiko, Shibata, Daisaku, Kawazoe, Yoshimasa

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Iterative random forest-based identification of a novel population with high risk of complications post non-cardiac surgery von Seki, Tomohisa, Takiguchi, Toru, Akagi, Yu, Ito, Hiromasa, Kubota, Kazumi, Miyake, Kana, Okada, Masafumi, Kawazoe, Yoshimasa

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Influence of Tweets Indicating False Rumors on COVID-19 Vaccination: Case Study von Hirabayashi, Mai, Shibata, Daisaku, Shinohara, Emiko, Kawazoe, Yoshimasa

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Auto-Generated Physiological Chain Data for an Ontological Framework for Pharmacology and Mechanism of Action to Determine Suspected Drugs in Cases of Dysuria von Hayakawa, Masayo, Imai, Takeshi, Kawazoe, Yoshimasa, Kozaki, Kouji, Ohe, Kazuhiko

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Bias of Inaccurate Disease Mentions in Electronic Health Record-based Phenotyping von Kagawa, Rina, Shinohara, Emiko, Imai, Takeshi, Kawazoe, Yoshimasa, Ohe, Kazuhiko

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Post-marketing surveillance of anticancer drugs using natural language processing of electronic medical records von Kawazoe, Yoshimasa, Shimamoto, Kiminori, Seki, Tomohisa, Tsuchiya, Masami, Shinohara, Emiko, Yada, Shuntaro, Wakamiya, Shoko, Imai, Shungo, Hori, Satoko, Aramaki, Eiji

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Development of Type 2 Diabetes Mellitus Phenotyping Framework Using Expert Knowledge and Machine Learning Approach von Kagawa, Rina, Kawazoe, Yoshimasa, Ida, Yusuke, Shinohara, Emiko, Tanaka, Katsuya, Imai, Takeshi, Ohe, Kazuhiko

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Faster R-CNN-Based Glomerular Detection in Multistained Human Whole Slide Images von Kawazoe, Yoshimasa, Shimamoto, Kiminori, Yamaguchi, Ryohei, Shintani-Domoto, Yukako, Uozaki, Hiroshi, Fukayama, Masashi, Ohe, Kazuhiko

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Impact of a Clinical Text–Based Fall Prediction Model on Preventing Extended Hospital Stays for Elderly Inpatients: Model Development and Performance Evaluation von Kawazoe, Yoshimasa, Shimamoto, Kiminori, Shibata, Daisaku, Shinohara, Emiko, Kawaguchi, Hideaki, Yamamoto, Tomotaka

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Computational Pipeline for Glomerular Segmentation and Association of the Quantified Regions with Prognosis of Kidney Function in IgA Nephropathy von Kawazoe, Yoshimasa, Shimamoto, Kiminori, Yamaguchi, Ryohei, Nakamura, Issei, Yoneda, Kota, Shinohara, Emiko, Shintani-Domoto, Yukako, Ushiku, Tetsuo, Tsukamoto, Tatsuo, Ohe, Kazuhiko

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Glomerular Classification Using Convolutional Neural Networks Based on Defined Annotation Criteria and Concordance Evaluation Among Clinicians von Yamaguchi, Ryohei, Kawazoe, Yoshimasa, Shimamoto, Kiminori, Shinohara, Emiko, Tsukamoto, Tatsuo, Shintani-Domoto, Yukako, Nagasu, Hajime, Uozaki, Hiroshi, Ushiku, Tetsuo, Nangaku, Masaomi, Kashihara, Naoki, Shimizu, Akira, Nagata, Michio, Ohe, Kazuhiko

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Development of Graph-Based Algorithm for Differentiating Pathophysiological Conditions von Iwai, Satoshi, Mitani, Tomohiro, Hayakawa, Jin, Shinohara, Emiko, Imai, Takeshi, Kawazoe, Yoshimasa, Ohe, Kazuhiko

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A Querying Method over RDF-ized Health Level Seven v2.5 Messages Using Life Science Knowledge Resources von Kawazoe, Yoshimasa, Imai, Takeshi, Ohe, Kazuhiko

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Development of a code system for allergens and its integration into the HL7 FHIR AllergyIntolerance resource von Kawazoe, Yoshimasa, Nagashima, Satomi, Yokota, Shinichiroh, Ohe, Kazuhiko

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Development of an Automatic Structuring System and Model of a Medical Record, and Development of Its Input Mechanism von ARAMAKI, EIJI, WAKAMIYA, SHOKO, KAWAZOE, YOSHIMASA

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Utility analysis and demonstration of real-world clinical texts: A case study on Japanese cancer-related EHRs von Yada, Shuntaro, Nishiyama, Tomohiro, Wakamiya, Shoko, Kawazoe, Yoshimasa, Imai, Shungo, Hori, Satoko, Aramaki, Eiji

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