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J-GLOBAL ID:201501040238800410
Update date: Jun. 21, 2024
SEKI Hiroto
セキ ヒロト | SEKI Hiroto
Affiliation and department:
Job title:
Assistant Professor
Research field (2):
Intelligent informatics
, Perceptual information processing
Research keywords (5):
machine learning
, artificial intelligence
, computer vision
, explainable AI
, image processing
Research theme for competitive and other funds (9):
- 2024 - 2027 Frequency-domain-based visual explanation and robustness evaluation for object detection AI
- 2023 - 2026 A new method to discover patients with obstructive sleep apnea using artificial intelligence and 2D and 3D images in addition to several complications
- 2024 - 2025 Connecting Language adn Tabular Medical Data for Interpretable Clustering
- 2023 - 2025 Technical innovation of supine breast MRI generated from prone breast MRI in patients with breast cancer
- 2023 - 2024 医療ビッグデータを用いたAI による合成医療データの生成および 品質評価手法の開発
- 2022 - 2024 Establishment of "Nihon University Disaster Society" and research and development of,“Personal Alerts for Disaster”
- 2020 - 2023 Dependability Assurance of Machine Learning Systems by DevOps Assurance Cases
- 2021 - 2022 物体検出深層神経回路における位置と種類の調和的協調に基づく判断根拠の画像および周波数空間での可視化
- 2020 - 2022 Multidisciplinary approach to artificial intelligence and pharmacokinetics with the goal of building a precision medicine initiative
Show all
Papers (6):
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Chika Ogami, Yasuhiro Tsuji, Hiroto Seki, Hideaki Kawano, Hideto To, Yoshiaki Matsumoto, Hiroyuki Hosono. An artificial neural network- pharmacokinetic model and its interpretation using Shapley additive explanations. CPT: Pharmacometrics & Systems Pharmacology. 2021
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Pattern Match Acceleratorを用いたIoT Edge向けCyber-Securityの研究. 電気学会論文誌D. 2020. 140. 1. 15-28
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Hiroto Seki, Takashi Izumi, Hiroyuki Hosono. Preceding Vehicle Tracking using Particle Filter on the basis of the Shadow Likelihood and the Vehicle Likelihood. IEEJ Transactions on Fundamentals and Materials. 2019. 139. 11. 585-595
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Hiroto Seki, Takashi Izumi, Hiroyuki Hosono. White line detection using edge overlay considering characteristic of white line edge. IEEJ Transactions on Fundamentals and Materials. 2017. 137. 1. 78-85
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Hiroto Seki, Takashi Izumi. Detection of Preceding Vehicles on the basis of the Shadow from Vehicle Front View Images. IEEJ Transactions on Industry Applications. 2016. 136. 1. 9-16
more...
MISC (6):
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細野裕行, 関弘翔. 深層学習の医療分野への応用. 日本新生児成育医学会雑誌. 2024. 36. 1. 46-49
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Hiroyuki Hosono, Hiroto Seki. What can be done with Bigdata using Deep Learning. The Japanease Journal of Obstetrical, Gynecological & Neonatal Hematology. 2024. 33. 2. 5-8
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Hiroaki SATO, Saki MIYANO, Yumi HAYASHI, Hiroto SEKI, Hiroyuki HOSONO. Artificial Intelligence in NICU, Exploring Heart Rate Variability with Machine Learning. The Journal of Reliability Engineering Association of Japan. 2023. 45. 6. 320-325
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Hiroyuki Hosono, Hiroto Seki. AIとは-医療分野における活用. 周産期医学. 2022. 52. 7. 933-937
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Hiroto Seki, Takashi Izumi, Hiroyuki Hosono. Traffic Image Analysis in Emerging Countries for Safety and Security. The Journal of Reliability Engineering Association of Japan. 2022. 44. 1. 2-7
more...
Patents (2):
Lectures and oral presentations (105):
-
Generative Model Application to Promote Real-World Data Utilization
(The 38th Annual Meeting of Japanese Society of Computational Statistics 2024)
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Latent Space Search in Synthetic Patient Data Generation
(2024)
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A Study on Fairness of Face Recognition Using Deep Metric Learning
(2024)
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A Study of Efficiency and Robustness Validation in 3DCNN using Speech Labels
(2024)
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A Study on Optimization of Artificial Neural Network-Pharmacokinetic model
(2024)
more...
Education (2):
- Nihon University 理工学研究科 情報科学専攻
- Nihon University 理工学部 電子情報工学科
Professional career (1):
- Doctor of Engineering (Nihon University)
Work history (2):
- 2021/04 - 現在 日本大学理工学部 応用情報工学科 助教
- 2015/04 - 2021/03 日本大学理工学部 応用情報工学科 助手
Committee career (3):
- 2024/04 - 現在 文部科学省 科学技術・学術政策研究所 科学技術予測・政策基盤調査研究センター 専門調査員
- 2023/04 - 現在 電気学会 基礎・材料・共通部門編修委員会 幹事
- 2019/04 - 2023/03 電気学会 基礎・材料・共通部門編修委員会
Awards (3):
- 2018/03 - 電気学会産業応用部門 部門優秀論文発表賞 影に着目した先行車両追跡に関する検討
- 2014/03 - 電気学会産業応用部門 部門優秀論文発表賞 車両前方画像における影に着目した先行車両抽出
- 2013/03 - 電気学会 東京支部 電気学会東京支部 電気学術奨励賞
Association Membership(s) (3):
The Japan Socirty of Clinical Pharmacology and Therapeutics
, 画像センシング技術研究会
, 電気学会
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