Asakawa Tetsuya 浅川徹也

Researcher Number	80711382
Other IDs	https://orcid.org/0000-0002-8345-7094
Affiliation (based on the past Project Information) *help	2023 – 2024: 豊橋技術科学大学, 工学(系)研究科(研究院), 特任助教 2022: 豊橋技術科学大学, 工学(系)研究科(研究院), 助教
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator AI技術 / マルチラベル問題 / 画像診断 / 医療画像 / 3D医用画像 / 異常検知 / 非侵襲的検査 / マルチラベル分類 / 深層学習

Research Projects
(1 results)
Research Products
(36 results)

Estimation of pathologies in multi-label problems using deep learning in non-invasive testingPrincipal Investigator
- Principal Investigator
  
  Asakawa Tetsuya
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Toyohashi University of Technology

All 2024 2023 2022

All Journal Article Presentation Patent

[Journal Article] Estimating degree of coronary artery stenosis severity from non-contrast CT images using CNN2024
- Author(s)
  Asakawa Tetsuya、Shinoda Hiroki、Shimizu Kazuki、Nomura Kei、Aono Masaki
- Journal Title
  
  2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS)
  
  Volume: 1 Pages: 9-14
- DOI
  10.1109/cbms61543.2024.00010
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] Identifying Training Data "Fingerprints" Using Border Enhancing Image Processing Methods and Their Ensemble2024
- Author(s)
  Koki Inoue, Tetsuya Asakawa, Kazuki Shimizu, Kei Nomura, Masaki Aono
- Journal Title
  
  CLEF (Working Notes) 2024:
  
  Volume: 3740 Pages: 1640-1644
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] 非侵襲的検査における深層学習を用いたマルチラベル問題での病症の推定2024
- Author(s)
  浅川徹也
- Journal Title
  
  BIO Clinica
  
  Volume: 39 Pages: 78-81
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] Predicting Stenosis Severity and Localization in Coronary Artery using Deep Learning2024
- Author(s)
  Aono Masaki、Asakawa Tetsuya、Shinoda Hiroki、Shimizu Kazuki、Togawa Takuya、Nomura Kei
- Journal Title
  
  The 7th International Conference on Machine Vision and Applications (ICMVA2024)
  
  Volume: 1 Pages: 117-125
- DOI
  10.1145/3653946.3653964
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] Detecting Coronary Artery Stenosis from Cardiac CT Images using 3D CNNs2024
- Author(s)
  Aono Masaki、Asakawa Tetsuya、Shimizu Kazuki、Hahsimoto Masashi、Miyaji Takeshi、Nomura Kei
- Journal Title
  
  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2024 (APSIPA2024)
  
  Volume: 1 Pages: 1-6
- DOI
  10.1109/apsipaasc63619.2025.10848648
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] KDE-med-lab at ImageCLEF 2024: Identify data and detect generative models using CNN by lung segmentation based on U-net2024
- Author(s)
  Tetsuya Asakawa, Kazuki Shimizu, Kei Nomura, Masaki Aono:
- Journal Title
  
  CLEF (Working Notes) 2024
  
  Volume: 3740 Pages: 1500-1507
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] KDE Lab at ImageCLEFmedical GANs 20242024
- Author(s)
  Shota Fukuyama, Tetsuya Asakawa, Kazuki Shimizu, Kei Nomura, Masaki Aono
- Journal Title
  
  CLEF (Working Notes) 2024:
  
  Volume: 3740 Pages: 1608-1612
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] Real-time Segmentation of Coronary Artery Calcification Using Spatial Attention and Parallel Convolution2024
- Author(s)
  Asakawa Tetsuya、Hashimoto Masashi、Miyaji Takeshi、Shimizu Kazuki、Nomura Kei、Aono Masaki
- Journal Title
  
  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2024 (APSIPA2024)
  
  Volume: 1 Pages: 1-5
- DOI
  10.1109/apsipaasc63619.2025.10848664
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] Medical Image Captioning using CUI-based Classification and Feature Similarity2024
- Author(s)
  Masaki Aono, Tetsuya Asakawa, Kazuki Shimizu, Kei Nomura
- Journal Title
  
  CLEF (Working Notes) 2024
  
  Volume: 3740 Pages: 1490-1499
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Journal Article] Cardiac Detection in Non-Contrast CT and Application to Calcium Scoring2023
- Author(s)
  Asakawa Tetsuya、Sugimoto Yuki、Shinoda Hiroki、Shimizu Kazuki、Togawa Takuya、Komoda Takuyuki、Aono Masaki
- Journal Title
  
  IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)
  
  Pages: 446-449
- DOI
  10.1109/cbms58004.2023.00260
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12149
[Patent] 画像処理システム及び画像処理方法2023
- Inventor(s)
  篠田拓樹, 浅川徹也, 青野雅樹
- Industrial Property Rights Holder
  篠田拓樹, 浅川徹也, 青野雅樹
- Industrial Property Rights Type
  特許
- Filing Date
  2023
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 非造影CT画像を用いたマルチクラス・マルチラベル分類による心臓冠動脈狭窄推定2024
- Author(s)
  福山彰大、浅川徹也、青野雅樹
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 心臓CT画像からの冠動脈狭窄判定 ~入力形態，病変仮説，DNNの種類が精度に与える影響について~2024
- Author(s)
  近藤実乃里、浅川徹也、青野雅樹
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Detecting Coronary Artery Stenosis from Cardiac CT Images using 3D CNNs2024
- Author(s)
  Masaki Aono, Tetsuya Asakawa, Kazuki Shimizu, Masashi Hahsimoto, Takeshi Miyaji, Kei Nomura
- Organizer
  APSIPA2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Estimating degree of coronary artery stenosis severity from non-contrast CT images using CNN2024
- Author(s)
  Tetsuya Asakawa, Hiroki Shinoda, Kazuki Shimizu, Kei Nomura, Masaki Aono
- Organizer
  CBMS2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 3D非造影心臓CTデータを用いたCNNによる心臓狭窄症患者の判定2024
- Author(s)
  浅川徹也・橋本雅史・宮地健史・野村　契・戸川拓哉・清水一生・青野雅樹
- Organizer
  PRMU
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Determination stenosis from coronary stretch images for CNN2024
- Author(s)
  Tetsuya Asakawa, Hiroki Shinoda, Kei Nomura, Kazuki Shimizu, Masaki Aono
- Organizer
  ICECET 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Real-time Segmentation of Coronary Artery Calcification Using Spatial Attention and Parallel Convolution2024
- Author(s)
  Tetsuya Asakawa, Masashi Hashimoto, Takeshi Miyaji, Kazuki Shimizu, Kei Nomura, Masaki Aono
- Organizer
  APSIPA2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 非造影CTとMPR画像からの冠動脈の狭窄深刻度推定2024
- Author(s)
  青野雅樹・浅川徹也・清水一生・橋本雅史・宮地健史・野村　契
- Organizer
  PRMU
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Predicting Stenosis in Coronary Arteries based on Deep Neural Network using Non-Contrast and Contrast Cardiac CT scan images2023
- Author(s)
  Masaki Aono, Tetsuya Asakawa, Hiroki Shinoda, Kazuki Shimizu, Takuyuki Komoda
- Organizer
  The 6th International Conference on Machine Vision and Applications (ICMVA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] KDE Lab at ImageCLEFmedical Caption 20232023
- Author(s)
  Hiroki Shinoda, Masaki Aono, Tetsuya Asakawa, Kazuki Shimizu, Takuya Togawa, and Takuyuki Komoda
- Organizer
  CLEF 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 非造影CTにおける心臓の検出とカルシウムスコア分類2023
- Author(s)
  浅川徹也 , 篠田拓樹 , 戸川拓哉 , 清水一生 , 青野雅樹
- Organizer
  信学技法 (PRMU研究会)
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Multi-stage Medical Image Captioning using Classification and CLIP2023
- Author(s)
  Masaki Aono, Hiroki Shinoda, Tetsuya Asakawa, Kazuki Shimizu, Takuya Togawa, and Takuyuki Komoda
- Organizer
  CLEF 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] ファインチューニグを用いた胸部X線ならびに心臓CT画像からの疾病の検出2023
- Author(s)
  熊谷佑哉, 篠田拓樹, 浅川徹也, 清水一生, 菰田拓之, 青野雅樹
- Organizer
  信学技法 (MI研究会)
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 胸部CT画像による肺結核のマルチラベル分類2023
- Author(s)
  福山彰大, 篠田拓樹, 浅川徹也, 青野雅樹
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 深層学習による冠動脈ストレッチ画像からの狭窄判定の試み2023
- Author(s)
  浅川徹也 , 篠田拓樹 , 深津佑太 , 戸川琢也 , 清水一生 , 青野雅樹
- Organizer
  信学技法 (PRMU研究会)
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] SRGANを用いた高解像度胸部CT画像におけるマルチラベル・マルチクラスでの病症の推定2023
- Author(s)
  浅川徹也, 常田陸史, 杉本裕基, 清水一生, 菰田拓之, 青野雅樹
- Organizer
  信学技法 (MI研究会)
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 3次元畳み込みモデルを用いた非造影CT画像からの冠動脈狭窄度合いの推定分類的アプローチ2023
- Author(s)
  篠田拓樹 , 浅川徹也 , 清水一生 , 戸川拓哉 , 野村契 , 青野雅樹
- Organizer
  信学技法 (MI研究会)
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Predicting Stenosis Severity and Localization in Coronary Artery using Deep Learning2023
- Author(s)
  Masaki Aono, Tetsuya Asakawa, Hiroki Shinoda, Kasuki Shimizu, Takuya Togawa, Kei Nomura
- Organizer
  ICMVA2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Real and Generated Image Classification using Multi-stage Transfer Learning,2023
- Author(s)
  Tetsuya Asakawa, Hiroki Shinoda, Takuya Togawa, Kazuki Shimizu, and Masaki Aono
- Organizer
  CLEF 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Cardiac Detection in Non-Contrast CT and Application to Calcium Scoring2023
- Author(s)
  Asakawa Tetsuya、Sugimoto Yuki、Shinoda Hiroki、Shimizu Kazuki、Togawa Takuya、Komoda Takuyuki、Aono Masaki
- Organizer
  CMBS2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 非造影胸部CT画像における心臓検出手法とカルシウムスコアリングへの応用2022
- Author(s)
  杉本裕基, 浅川徹也, 清水一生, 菰田拓之, 青野雅樹
- Organizer
  信学技報, PRMU研究会
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Kdelab at ImageCLEFmedical 2022 Caption Prediction Task.2022
- Author(s)
  Riku Tsuneda, Tetsuya Asakawa, Kazuki Shimizu, Takuyuki Komoda, Masaki Aono
- Organizer
  CLEF2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Kdelab at ImageCLEFmedical 2022: Medical Concept Detection with Image Retrieval and Code Ensemble.2022
- Author(s)
  Riku Tsuneda, Tetsuya Asakawa, Kazuki Shimizu, Takuyuki Komoda, Masaki Aono
- Organizer
  CLEF2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] Caverns Detection and Caverns Report in Tuberculosis: lesion detection based on image using YOLO-V3 and median based multi-label multi-class classification using SRGAN.2022
- Author(s)
  Tetsuya Asakawa, Riku Tsuneda, Kazuki Shimizu, Takuyuki Komoda, Masaki Aono
- Organizer
  CLEF2022
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12149
[Presentation] 3D診断画像の病症のセグメンテーション~CTデータ群を用いた疾患検出~2022
- Author(s)
  浅川徹也, 常田陸史, 杉本裕基, 清水一生, 菰田拓之, 青野雅樹
- Organizer
  信学技法 (MI研究会)
- Data Source
  KAKENHI-PROJECT-22K12149

Asakawa Tetsuya 浅川 徹也

Research Projects

Research Products

Estimation of pathologies in multi-label problems using deep learning in non-invasive testingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Estimating degree of coronary artery stenosis severity from non-contrast CT images using CNN2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Identifying Training Data "Fingerprints" Using Border Enhancing Image Processing Methods and Their Ensemble2024

Author(s)

Journal Title

Data Source

[Journal Article] 非侵襲的検査における深層学習を用いたマルチラベル問題での病症の推定2024

Author(s)

Journal Title

Data Source

[Journal Article] Predicting Stenosis Severity and Localization in Coronary Artery using Deep Learning2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Detecting Coronary Artery Stenosis from Cardiac CT Images using 3D CNNs2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] KDE-med-lab at ImageCLEF 2024: Identify data and detect generative models using CNN by lung segmentation based on U-net2024

Author(s)

Journal Title

Data Source

[Journal Article] KDE Lab at ImageCLEFmedical GANs 20242024

Author(s)

Journal Title

Data Source

[Journal Article] Real-time Segmentation of Coronary Artery Calcification Using Spatial Attention and Parallel Convolution2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Medical Image Captioning using CUI-based Classification and Feature Similarity2024

Author(s)

Journal Title

Data Source

[Journal Article] Cardiac Detection in Non-Contrast CT and Application to Calcium Scoring2023

Author(s)

Journal Title

DOI

Data Source

[Patent] 画像処理システム及び画像処理方法2023

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Data Source

[Presentation] 非造影CT画像を用いたマルチクラス・マルチラベル分類による心臓冠動脈狭窄推定2024

Author(s)

Organizer

Data Source

[Presentation] 心臓CT画像からの冠動脈狭窄判定 ~入力形態，病変仮説，DNNの種類が精度に与える影響について~2024

Author(s)

Organizer

Data Source

[Presentation] Detecting Coronary Artery Stenosis from Cardiac CT Images using 3D CNNs2024

Author(s)

Organizer

Data Source

[Presentation] Estimating degree of coronary artery stenosis severity from non-contrast CT images using CNN2024

Author(s)

Organizer

Data Source

[Presentation] 3D非造影心臓CTデータを用いたCNNによる心臓狭窄症患者の判定2024

Author(s)

Organizer

Data Source

Asakawa Tetsuya 浅川徹也

[Presentation] 3次元畳み込みモデルを用いた非造影CT画像からの冠動脈狭窄度合いの推定分類的アプローチ2023