学術論文 |
- "大規模言語モデル・生成AIと医療デジタルツインが切り拓く次世代精密医療," 糖尿病最新の治療2025-2027, pp12-16, 2025.3.28
- 荒牧英治
- "Identifying Adverse Events in Outpatients With Prostate Cancer Using Pharmaceutical Care Records in Community Pharmacies: Application of Named Entity Recognition," JMIR Cancer, vol.11, no.e69663, 11 Mar. 2025
- Yuki Yanagisawa, Satoshi Watabe, Sakura Yokoyama, Kyoko Sayama, Hayato Kizaki, Masami Tsuchiya, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori
- "Performance Improvement of the Natural Language Processing Tool to Extract Patient Narratives Related to Medical States From Japanese Pharmaceutical Care Records by Increasing the Amount of Training Data: Natural Language Processing Analysis," JMIR Medical Informatics, 4 Mar. 2025
- Yukiko Ohno, Tohru Aomori, Tomohiro Nishiyama, Riri Kato, Reina Fujiki, Haruki Ishikawa, Keisuke Kiyomiya, Minae Isawa, Mayumi Mochizuki, Eiji Aramaki, Hisakazu Ohtani
 [ doi:10.2196/68863 ]
- "GenKP: generative knowledge prompts for enhancing large language models," Applied Intelligence, vol.55, no.464, 19 Feb. 2025
- Xinbai Li, Shaowen Peng, Shuntaro Yada, Wakamiya Shoko, Eiji Aramaki
[ doi:10.1007/s10489-025-06318-3 ]
- "Improving Systematic Review Updates with Natural Language Processing: A Study on Screening Model Efficiency Through Component Classification and Selection," JMIR Medical Informatics, 17 Feb. 2025
- Tatsuki Hasegawa, Hayato Kizaki, Shungo Imai, Yuki Yanagisawa, Shuntaro Yada, Eiji Aramaki, Satoko Hori
[ doi:10.2196/65371 ]
- "暑熱順化を考慮したソーシャルヒートセンサの設計," 日本データベース学会和文論文誌, vol.22-J, no.11, 2025.2.7
- 飯田 静空, 若宮 翔子, 清水 伸幸, 藤田 澄男, 荒牧 英治
- "Evaluating and Enhancing Japanese Large Language Models for Genetic Counseling Support: Comparative Study of Domain Adaptation and the Development of an Expert-Evaluated Dataset," JMIR Medical Informatics, vol.13, ppe65047, 16 Jan. 2025
- Takuya Fukushima, Masae Manabe, Shuntaro Yada, Shoko Wakamiya, Akiko Yoshida, Yusaku Urakawa, Akiko Maeda, Shigeyuki Kan, Masayo Takahashi, Eiji Aramaki
[ doi:10.2196/65047 ]
- "Post-marketing surveillance of anticancer drugs using natural language processing of electronic medical records," npj Digital Medicine, vol.7, no.315, 9 Nov. 2024
- Yoshimasa Kawazoe, Kiminori Shimamoto, Tomohisa Seki, Masami Tsuchiya, Emiko Shinohara, Shuntaro Yada, Shoko Wakamiya, Shungo Imai, Satoko Hori, Eiji Aramaki
[ doi:10.1038/s41746-024-01323-1 ]
- "医療AIが可能にする次世代の精神医療―AIがひらく次世代の精神医療―," 日本精神神経学会, vol.11, pp731-736, 2024.11.9
- 荒牧英治, 工藤紀子
[ doi:10.57369/pnj.24-118 ]
- "Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study," JMIR Medical Informatics, vol.12, ppe58977, 24 Sep. 2024
- Tomohiro Nishiyama, Ayane Yamaguchi, Peitao Han, Lis Weiji Kanashiro Pereira, Yuka Otsuki, Gabriel Herman Bernardim Andrade, Noriko Kudo, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, Masahiro Takada, Masakazu Toi
[ doi:10.2196/58977 ]
- "Utility analysis and demonstration of real-world clinical texts: A case study on Japanese cancer-related EHRs," PLOS ONE, vol.19, no.9, ppe0310432, 11 Sep. 2024
- Shuntaro Yada, Tomohiro Nishiyama, Shoko Wakamiya, Yoshimasa Kawazoe, Shungo Imai, Satoko Hori, Eiji Aramaki
[ doi:10.1371/journal.pone.0310432 ]
- "Estimating work engagement from online chat tools," EPJ Data Science, vol.13, no.58, 5 Sep. 2024
- Hiroaki Tanaka, Wataru Yamada, Keiichi Ochiai, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1140/epjds/s13688-024-00496-9 ]
- "Cross-lingual Natural Language Processing on Limited Annotated Case/Radiology Reports in English and Japanese: Insights from the Real-MedNLP Workshop," Methods of Information in Medicine, 29 Aug. 2024
- Shuntaro Yada, Yuta Nakamura, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1055/a-2405-2489 ]
- "Assessing Domain Adaptation in Adverse Drug Event Extraction on Real-World Breast Cancer Records," International Journal of Medical Informatics, 9 Jul. 2024
- Gabriel Herman Bernardim Andrade, Tomohiro Nishiyama, Takako Fujimaki, Shuntaro Yada, Shoko Wakamiya, Mari Takagi, Mizuki Kato, Isao Miyashiro, Eiji Aramaki
[ doi:10.1016/j.ijmedinf.2024.105539 ]
- "Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study," JMIR Medical Informatics, vol.12, ppe59680, 2 Jul. 2024
- Gabriel Herman Bernardim Andrad, Shuntaro Yada, Eiji Aramaki
[ doi:10.2196/59680 ]
- "位置情報付きSNS 投稿テキストを用いたソーシャルセンシング," 人工知能, vol.39, no.4, pp461-470, 2024.7.1
- 若宮 翔子, 矢田 竣太郎, 荒牧 英治
[ doi:10.11517/jjsai.39.4_461 ]
- "Differing Content and Language Based on Poster-Patient Relationships on the Chinese Social Media Platform Weibo: Text Classification, Sentiment Analysis, and Topic Modeling of Posts on Breast Cancer," JMIR Cancer, vol.10, ppe51332, 9 May. 2024
- Zhouqing Zhang, Kongmeng Liew, Roeline Kuijer, Wan Jou She, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.2196/51332 ]
- " Using the natural language processing system MedNER-J to analyze pharmaceutical care records: Natural language processing analysis," JMIR Formative Research, 9 May. 2024
- Yukiko Ohno, Riri Kato, Haruki Ishikawa, Tomohiro Nishiyama, Minae Isawa, Mayumi Mochizuki, Eiji Aramaki, Tohru Aomori
- "Exploring the Impact of the COVID-19 Pandemic on Twitter in Japan: Qualitative Analysis of Disrupted Plans and Consequences," JMIR Infodemiology, vol.4, ppe49699, 1 Apr. 2024
- Masaru Kamba, Wan Jou She, Kiki Ferawati, Shoko Wakamiya, Eiji Aramaki
[ doi:10.2196/49699 ]
- "Well-beingを映し出す言葉を探る工学的アプローチ," 一般社団法人電波技術協会 協会報FORN, vol.357, 2024.3.10
- 伊藤 和浩, 林純子, 若宮 翔子, 荒牧 英治
- "ソーシャルメディアからみえる個人の日本語の偏りに関する考察," 計量国語学, vol.34, no.3, pp148-157, 2023.12.20
- 荒牧英治
- "Narrowing the Patient-Physician Gap Based on Self-Reporting and Monthly Hepatologist Feedback for Patients With Alcohol-Related Liver Disease: Interventional Pilot Study Using a Journaling Smartphone App," JMIR formative research, vol.7, no.e44762, 19 Dec. 2023
- Noriyo Yamashiki, Kyoko Kawabata, Miki Murata, Shunichiro Ikeda, Takako Fujimaki, Kanehiko Suwa, Toshihito Seki, Eiji Aramaki, Makoto Naganuma
[ doi:10.2196/44762 ]
- "Complaints with Target Scope Identification on Social Media," Informatica, vol.47, no.3, pp335-348, 30 Sep. 2023
- Kazuhiro Ito, Taichi Murayama, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.31449/inf.v47i3.4758 ]
- "Adverse event signal extraction from cancer patients’ narratives focusing on impact on their daily-life activities," Scientific Reports, vol.13, no.15516, 19 Sep. 2023
- Satoshi Nishioka, Masaki Asano, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Satoko Hori
[ doi:10.1038/s41598-023-42496-1 ]
- "Diagnosing Psychiatric Disorders from History of Present Illness Using a Large-Scale Linguistic Model," Psychiatry and Clinical Neurosciences, 2023.8.1
- Norio Otsuka, Yuu Kawanishi, Fumimaro Doi, Tsutomu Takeda, Kazuki Okumura, Takahira Yamauchi, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, Manabu Makinodan
[ doi:10.1111/pcn.13580 ]
- "Harnessing AI to optimize thought records and facilitate cognitive restructuring in smartphone CBT: an exploratory study," Cognitive Therapy and Research (COTR) , 7 Jul. 2023
- Toshi A. Furukawa, Susumu Iwata, Masaru Horikoshi, Masatsugu Sakata, Rie Toyomoto, Yan Luo, Aran Tajika, Noriko Kudo, Eiji Aramaki
- "Visualyre: multimodal album art generation for independent musicians," Personal and Ubiquitous Computing, 2023.5.15
- Gamar Azuaje, Kongmeng Liew, Elena Epure, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1007/s00779-023-01724-1 ]
- "Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach," Journal of Medical Internet Research, vol.25, ppe44870, 2023.5.3
- Tomohiro Nishiyam, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
[ doi:10.2196/44870 ]
- "Disruptions in the Cystic Fibrosis Community’s Experiences and Concerns During the COVID-19 Pandemic: Topic Modeling and Time Series Analysis of Reddit Comments," Journal of Medical Internet Research, vol.25, ppe45249, 20 Apr. 2023
- Lean Franzl Lim Yao, Kiki Ferawati, Kongmeng Liew, Shoko Wakamiya, Eiji Aramaki
[ doi:10.2196/45249 ]
- "Exploring the use of AI Text-to-Image Generation to Downregulate Negative Emotions in an Expressive Writing Application," Royal Society Open Science, vol.9, no.220238, 4 Jan. 2023
- Gamar Azuaje, Kongmeng Liew, Rebecca Buening, Wan Jou She, Panote Siriaraya, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1098/rsos.220238 ]
- "自然言語処理の循環器診療への応用の課題と展望," 医学のあゆみ：循環器病学の未来―基本計画から考える循環器病学のグランドデザイン, vol.283, no.14, pp63-68, 2022.12.31
- 荒牧英治
- "汎用的な臨床医学テキストアノテーション仕様およびガイドラインの策定：重篤肺疾患ドメインに着目して," 自然言語処理, vol.29, no.4, pp1165-1197, 2022.12.15
- 矢田 竣太郎, 田中 リベカ, Fei Cheng, 荒牧 英治, 黒橋 禎夫
[ doi:10.5715/jnlp.29.1165 ]
- "Monitoring Mentions of COVID-19 Vaccine Side Effects on Japanese and Indonesian Twitter: Infodemiological Study ," JMIR Infodemiology, vol.2, no.2, ppe39504, 4 Oct. 2022
- Kiki Ferawati, Kongmeng Liew, Eiji Aramaki, Shoko Wakamiya
- "Measuring concerns about the COVID-19 vaccine among Japanese internet users through search queries," Scientific Reports, vol.12, no.15037, 3 Sep. 2022
- Makoto Uehara, Sumio Fujita, Nobuyuki Shimizu, Kongmeng Liew, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1038/s41598-022-18307-4 ]
- "Automatic Data Extraction to Support Meta-Analysis Statistical Analysis: A Case Study on Breast Cancer," BMC Medical Informatics and Decision Making, vol.22, no.158, 7 Jun. 2022
- Faith Wavinya Mutinda, Kongmeng Liew, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
- "Between fact and fabrication: How visual art might nurture environmental consciousness," Frontiers in Psychology, vol.13, no.25843, 6 Jun. 2022
- Rebecca Buening, Takuya Maeda, Kongmeng Liew, Eiji Aramaki
- "AUTOMETA: Automatic Meta-Analysis System Employing Natural Language Processing," Studies in health technology and informatics, MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation, vol.290, pp612-616, 6 Jun. 2022
- Faith Wavinya Mutinda, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.3233/SHTI220150 ]
- "Clinical Comparable Corpus Describing the Same Subjects with Different Expressions," Studies in health technology and informatics, MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation, vol.290, pp253-257, 6 Jun. 2022
- Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe, Shunrato Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.3233/SHTI220073 ]
- "Extracting Multiple Worries from Breast Cancer Patient Blogs Using Multilabel Classification with a Natural Language-Processing Model Bidirectional Encoder Representations from Transformers: Infodemiology Study of Blogs ," JMIR Cancer, vol.8, no.2, ppe37840, 6 Jun. 2022
- Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori
- "Extracting Multiple Worries from Breast Cancer Patient Blogs Using Multi-Label Classification with a Natural Language-Processing Model BERT (Bidirectional Encoder Representations from Transformers): Infodemiology Study of Blogs," JMIR Cancer, vol.8, no.2, ppe37840, 3 Jun. 2022
- Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori
[ doi:10.2196/37840 ]
- "Natural Language Processing: from Bedside to Everywhere," Yearbook of medical informatics, 2 Jun. 2022
- Eiji Aramaki, Shoko Wakamiya, Shuntaro Yada, Yuta Nakamura
[ doi:10.1055/s-0042-1742510 ]
- "Identification of hand-foot syndrome from cancer patients’ blog posts: BERT-based deep-learning approach to detect potential adverse drug reaction symptoms," PLOS ONE, vol.17, no.5, ppe0267901, 4 May. 2022
- Satoshi Nishioka, Tomomi Watanabe, Masaki Asano, Tatsunori Yamamoto, Kazuyoshi Kawakami, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori
[ doi:10.1371/journal.pone.0267901 ]
- "Exploring Relationships Between Tweet Numbers and Over-the-counter Drug Sales for Allergic Rhinitis: Retrospective Analysis," JMIR Formative Research, vol.6, no.2, ppe33941, 2 Feb. 2022
- Shoko Wakamiya, Osamu Morimoto, Katsuhiro Omichi, Hideyuki Hara, Ichiro Kawase, Ryuji Koshiba, Eiji Aramaki
- "医療施設におけるAI音声認識・自然言語処理の活用事例," アニムス (Animus), vol.27, no.1, pp15-20, 2022.1.1
- 荒牧英治
- "A clinical specific BERT developed using a huge Japanese clinical text corpus," PLOS ONE, vol.16, no.11, ppe0259763, 11 Nov. 2021
- Yoshimasa Kawazoe, Daisaku Shibata, Emiko Shinohara, Eiji Aramaki, Kazuhiko Ohe
[ doi:10.1371/journal.pone.0259763 ]
- "Medical Needs Extraction for Breast Cancer Patients from Question and Answer Services: Natural Language Processing-Based Approach," JMIR Cancer , vol.7, no.4, ppe32005 , 28 Oct. 2021
- Masaru Kamba, Masae Manabe, Shoko Wakamiya, Shuntaro Yada, Eiji Aramaki, Satomi Odani, Isao Miyashiro
- "Estimation of Psychological Distress in Japanese Youth Through Narrative Writing: Text-Based Stylometric and Sentiment Analyses ," JMIR Formative Research, vol.5, no.8, ppe29500, 12 Aug. 2021
- Masae Manabe, Kongmeng Liew, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.2196/29500 ]
- "Measuring Public Concern About COVID-19 in Japanese Internet Users Through Search Queries: Infodemiological Study," JMIR Public Health and Surveillance , vol.7, no.7, ppe29865 , 20 Jul. 2021
- Zhiwei Gao, Sumio Fujita, Nobuyuki Shimizu, Kongmeng Liew, Taichi Murayama, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.2196/29865 ]
- "Semantic Textual Similarity in Japanese Clinical Domain Texts Using BERT," Methods of Information in Medicine, vol.60, no.S 01, ppe56-e64, 8 Jul. 2021
- Faith Wavinya Mutinda, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1055/s-0041-1731390 ]
- "Predicting regional influenza epidemics with uncertainty estimation using commuting data in Japan," PLOS ONE, vol.16, no.4, ppe0250417, 22 Apr. 2021
- Taichi Murayama, Nobuyuki Shimizu, Sumio Fujita, Shoko Wakamiya, Eiji Aramaki
[ doi:10.1371/journal.pone.0250417 ]
- "Modeling the spread of fake news on Twitter," PLOS ONE, vol.16, no.4, ppe0250419, 22 Apr. 2021
- Taichi Murayama, Shoko Wakamiya, Eiji Aramaki, Ryota Kobayashi
[ doi:10.1371/journal.pone.0250419 ]
- "RumorFinder：情報真偽確認促進システムの一般公開とその利用評価," 情報処理学会論文誌, vol.62, no.1, pp193-203, 2021.1.15
- 柿本大輔, 平林（宮部）真衣, 荒牧英治, 吉野孝
- "AIとの対話による医療補助の現状と今後," 心理学ワールド, no.92, pp25-26, 2021.1.12
- 荒牧英治
- "COVID-19に関する自然言語処理," 自然言語処理, vol.27, no.4, pp933, 2020.12.16
- 荒牧英治, 若宮翔子, 矢田竣太郎
- "Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis," JMIR Medical Informatics , vol.8, no.11, ppe22661, 27 Nov. 2020
- Shogo Ujiie, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
[ doi:10.2196/22661 ]
- "Surveillance of early stage COVID-19 clusters using search query logs and mobile device-based location information," Scientific Reports, vol.10, no.18680, 29 Oct. 2020
- Shohei Hisada, Taichi Murayama, Kota Tsubouchi, Sumio Fujita, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
- "WEB上Q＆Aサービスへの投稿ログデータにおける認知症者の介護で家族が抱える困難と悩み," ヘルスコミュニケーション雑誌, vol.11, no.2, 2020.10.2
- 小沢彩歌, 平和也, 村山太一, 藤田澄男, 伊藤美樹子, 荒牧英治
- "カルテ情報の自動構造化システムと疾患数理モデルの逐次的構築，及び，自動構造化機能を有した入力機構の開発," 医療情報学（特集 厚生労働科学研究成果報告書 第3回）, vol.40, no.1, pp12-13, 2020.9.4
- 荒牧英治, 若宮翔子, 河添悦昌
- "電子カルテデータを用いた診断支援システムの構築," 医学のあゆみ, vol.274(9), pp825-830, 2020.8.29
- 荒牧英治, 若宮翔子, 矢田竣太郎
- "Robust two-stage influenza prediction model considering regular and irregular trends," PLOS ONE, vol.15, no.5, ppe0233126, 21 May. 2020
- Taichi Murayama, Nobuyuki Shimizu, Sumio Fujita, Shoko Wakamiya, Eiji Aramaki
- "医療言語処理からヒト・AI共生圏へ," Precision Medicine, vol.2020年5月号, pp418-421, 2020.4.25
- 荒牧 英治
- "Making Twitter Safer: Uncovering Social-Bot on Twitter through User’s Content Approach," DBSJ Journal, vol.18, no.1, pp1-7, 1 Mar. 2020
- Nigo Sumaila, Shoko Wakamiya, Eiji Aramaki
- "Surveillance of early stage COVID-19 clusters using search query logs and mobile device-based location information," Scientific Reports, Mar. 2020
- Shohei Hisada, Taichi Murayama, Kota Tsubouchi, Sumio Fujita, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
- "「医療安全―患者と医師が信頼しあえる外科医療を目指して」手術はどのようにうまく行われているのか：手術チームのコミュニケーション解析（定期学術集会特別企画記録）," 日外会誌, vol.121, no.1, pp117-119, 2020.2.3
- 中島和江, 吉岡大輔, 田中晃司, 増田真一, 荒牧英治, 中島伸
- "Comparing the medical term usage patterns of professionals with those of search engine/community question answering service users in Japan: Log Analysis," J Med Internet Res, 2020.2.3
- Kazuya Taira, Taichi Murayama, Sumio Fujita, Mikiko Ito, Kei Kamide, Eiji Aramaki
- "A survey of clarithromycin monotherapy and side effect of ethambutol for patients with MAC Lung Disease in Japan: a retrospective cohort study using the database of health insurance claims," Pharmacoepidemiology and Drug Safety, vol.29 (4), pp427-432, 25 Dec. 2019
- Tomohide Iwao, Genta Kato, Isao Ito, Eiji Aramaki, Tomohiro Kuroda
- "KOTOBAKARI Study: Using Natural Language Processing of Patient Short Narratives to Detect Cancer Related Cognitive Impairment," MEDINFO 2019: eHealth-enabled Health, 25 Aug. 2019
- Eiji Aramaki, Mai Miyabe, Chihiro Honda, Seiko Isozaki, Shoko Wakamiya, Akira Sato, Isao Miyashiro
- "うつ病患者を介護する家族間の情報共有が家庭内コミュニケーションに及ぼす影響," 情報処理学会論文誌, vol.60, no.9, pp1580-1593, 2019.5.9
- 山下直美, 葛岡英明, 山本英弥, 荒牧英治, 平田圭二, 工藤喬, 服部一樹
- "対照群付き高齢者コーパスの構築とそれを用いた認知症予備軍スクリーニング技術の開発," 人工知能学会論文誌, vol.34, no.4, ppB-J11_1-B-J11_9, 2019.4.8
- 柴田大作, 伊藤薫, 若宮翔子, 荒牧英治
- "The clinical characteristics of heart failure from case reports presented at the Regional Meeting of the Japanese Society of Internal Medicine," Internal Medicine, vol.2583, no.18, 14 Mar. 2019
- Tomoyuki Kabutoya, Hisahiko Sato, Eiji Aramaki, Kazuomi Kario, Ryozo Nagai
- "A survey of clarithromycin monotherapy and side effect of ethambutol for patients with MAC Lung Disease in Japan: a retrospective cohort study using the database of health insurance claims," Pharmacoepidemiology and Drug Safety, vol.1, no.6, 7 Mar. 2019
- Tomohide Iwao, Genta Kato, Isao Ito, Eiji Aramaki, Tomohiro Kuroda
- "私は 今 巻頭言を 書いている！," 自然言語処理（巻頭言）, vol.25, no.5, 2018.12.20
- 荒牧 英治
- "小児頻用医薬品に関する医薬品添付文書における記載状況の調査," 医療情報学（原著-研究速報）, vol.38, no.6, 2018.12.17
- 荒牧 英治, 若宮 翔子, 岩尾 友秀, 川上 庶子, 中江 睦美, 松本 妙子, 友廣 公子, 栗山 猛
- "Tweet Classification Toward Twitter-Based Disease Surveillance: Overview of the MedWeb Shared Task Data," Journal of Medical Internet Research (forthcoming/in press), 13 Dec. 2018
- Shoko Wakamiya, Mizuki Morita, Yoshinobu Kano, Tomoko Ohkuma, Eiji Aramaki
[ doi:10.2196/12783 ]
- "Causal Relationships Among Pollen Counts, Tweet Numbers, and Patient Numbers for Seasonal Allergic Rhinitis Surveillance: Retrospective Analysis," Journal of Medical Internet Research (forthcoming/in press), 10 Dec. 2018
- Shoko Wakamiya, Shoji Matsune, Kimihiro Okubo, Eiji Aramaki
- "Idea density in Japanese for the early detection of dementia based on narrative," PLoS One, vol.13, no.12, ppe0208418, 28 Nov. 2018
- Daisaku Shibata, Kaoru Ito, Hiroyuki Nagai, Taro Okahisa, Ayae Kinoshita, Eiji Aramaki
- "症例検索システムの試行運用に基づいた利用状況に関する基礎的検討," 医療情報学, vol.38, no.4, pp245-258, 2018.10.30
- 荒牧 英治, 岩尾 友秀, 若宮 翔子, 伊藤 薫, 矢野 憲, 大江 和彦
- "Extraction and Standardization of Patient Complaints from Electronic Medication Histories for Pharmacovigilance: Natural Language Processing Analysis in Japanese," JMIR Medical Informatics, vol.6, no.3, ppe11021, 27 Sep. 2018
- Misa Usui, Eiji Aramaki, Tomohide Iwao, Shoko Wakamiya, Tohru Sakamoto, Mayumi Mochizuki
- "Twitter-Based Influenza Detection After Flu Peak via Tweets With Indirect Information: Text Mining Study," JMIR Public Health and Surveillance, vol.4, no.39, ppe65, 25 Sep. 2018
- Shoko Wakamiya, Yukiko Kawai, Eiji Aramaki
- "人工知能による医薬品副作用情報の自動抽出に関する動向," 医薬品情報学, 2018.6.16
- 荒牧 英治
- "自然言語処理と医療情報," 病理と臨床「連載：AIと医療」, 2018.4.1
- 荒牧 英治
- "流言拡散防止のための情報確認行動促進システムの構築," ヒューマンインタフェース学会誌, vol.20, no.1, pp1-12, 2018.2.25
- 柿本 大輔, 宮部 真衣, 荒牧 英治, 吉野 孝
- "音声認識を用いた言語能力自動測定システム“言秤”の構築," 自然言語処理「言語処理の応用システム」特集号, vol.25, no.1, 2018.2.15
- 宮部 真衣, 四方 朱子, 久保 圭, 荒牧 英治
- "病名アノテーションが付与された医療テキスト･コーパスの構築（技術資料）," 自然言語処理「言語処理の応用システム」特集号, vol.25, no.1, 2018.2.15
- 荒牧 英治, 若宮 翔子, 矢野 憲, 永井 宥之, 岡久 太郎, 伊藤 薫
- "音声発話による認知症スクリーニング技術の開発 感情表現辞書を用いた発話内容の質的分析," 医療情報学, vol.37, no.6, pp303-312, 2018.1.30
- 柴田 大作, 若宮 翔子, 木下 彩栄, 荒牧 英治
- "流言拡散防止のための情報確認行動促進システムの構築," ヒューマンインタフェース学会誌, vol.20, no.1, 2017.10.3
- 柿本 大輔, 宮部 真衣, 荒牧 英治, 吉野 孝
- "Conditional Density Estimation of Tweet Location: a Feature-dependent Approach, Studies in Health Technology and Informatics," MEDINFO 2017: eHealth-enabled Health, vol.217, 21 Aug. 2017
- Hayate Iso, Shoko Wakamiya, Eiji Aramaki
- "MedEx/J: A One-scan Simple and Fast NLP tool for Japanese Clinical Texts, Studies in Health Technology and Informatics," MEDINFO 2017: eHealth-enabled Health, vol.217, 21 Aug. 2017
- Eiji Aramaki, Ken Yano, Shoko Wakamiya
- "語りの自然言語処理," 臨床心理学増刊号第9号「みんなの当事者研究」, 2017.8.10
- 荒牧 英治
- "広がり続ける 100 ninmap project ─街歩きから不動産検索まで─," 人工知能学会論文誌 特集号「不動産とAI」, 2017.7.5
- 荒牧 英治, 北雄介, 宮部真衣, 若宮翔子, 河合由起子, 清田陽司
- "みまもメイト:「見守る側」と「見守られる側」をつなぐ ヘルスケアアプリケーション," 情報処理学会論文誌, vol.58, no.(5), pp981-993, 2017.1.1
- 山下 直美, 葛岡 英明, 平田 圭二, 工藤 喬, 荒牧 英治, 服部 一樹
- "Crowdsourced Identification of Possible Allergy Associated Factors: Automated Hypothesis Generation and Validation using a Crowdsourcing Services," JMIR Research Protocols, vol.6, no.5, 1 Jan. 2017
- Eiji Aramaki, Shuko Shikata, Satsuki Ayaya, Shin-Ichiro Kumagaya
- "Twitter における空間差異に基づく群衆の関心分析のための可視化システム構築," 情報処理学会論文誌 データベース (TOD), vol.9, no.3, pp14-24, 2016.9
- 若宮 翔子, ヤトフト アダム, 河合 由起子, 秋山 豊和, 荒牧 英治
- "Vocabulary Size in Speech may be an Early Indicator of Cognitive Impairment," PLoS ONE, vol.11, no.5, May. 2016
- Eiji Aramaki, Shuko Shikata, Mai Miyabe, Ayae Kinoshita
- "ツイート数と現実の統計量に関する検討 (研究ノート)," 統計数理研究所和文誌「統計数理」, vol.64, no.2, pp233-246, 2016.1.1
- 荒牧 英治, 若宮 翔子
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