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Development of intelligent computer-aided diagnosis system for screening ocular fundus images

Research Project

Project/Area Number 22791675
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Ophthalmology
Research InstitutionThe University of Shiga Prefecture

Principal Investigator

HATANAKA Yuji  滋賀県立大学, 工学部, 准教授 (00353277)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords眼医工学 / 眼底画像 / 緑内障 / 糖尿病網膜症 / 高血圧性網膜症 / 自動検出 / 自動解析 / 画像解析 / 眼底
Research Abstract

The purpose of this study is to develop an intelligent computer-aided diagnosis system for screening fundus images by automatic analyses of the retinal blood vessels, the nerve fiber layers, and optic nerve heads. The developed system was aimed at detection and analysis of ocular diseases such as glaucoma, diabetic retinopathy, hypertonic changes and arteriolar sclerotic changes using retinal fundus images. The performance of optic disc excavation analysis approached to the ophthalmologist's performance in this study

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (88 results)

All 2013 2012 2011 2010 Other

All Journal Article (30 results) (of which Peer Reviewed: 20 results) Presentation (52 results) Book (6 results)

  • [Journal Article] 眼底画像における毛細血管瘤の自動検出法 ~ ROC DBによる評価 ~2013

    • Author(s)
      畑中裕司, 井上 剛, 奥村 進, 村松千左子, 藤田広志
    • Journal Title

      信学技報

      Volume: 112 Pages: 231-234

    • Related Report
      2012 Final Research Report
  • [Journal Article] Automated microaneurysm detection method based on eigenvalue analysis using Hessian matrix in retinal fundus images2013

    • Author(s)
      Tsuyoshi Inoue, Yuji Hatanaka, Susumu Okumura, Chisako Muramatsu, and Hiroshi Fujita
    • Journal Title

      Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 眼底画像における毛細血管瘤の自動検出法 -ROC DBによる評価-2013

    • Author(s)
      畑中裕司,井上 剛,奥村 進,村松千左子,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 112(431) Pages: 231-234

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Automated microaneurysm detection method based on eigenvalue analysis using Hessian matrix in retinal fundus images2013

    • Author(s)
      Tsuyoshi Inoue, Yuji Hatanaka, Susumu Okumura Chisako Muramatsu, and Hiroshi Fujita
    • Journal Title

      Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: -

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 眼底画像のC/D 比とR/D 比の自動計測に基づく緑内障推定2012

    • Author(s)
      納土 淳,畑中裕司,村松千左子,澤田 明,原 武史,山本哲也,藤田広志
    • Journal Title

      信学技報

      Volume: 111 Pages: 319-323

    • NAID

      10031093620

    • Related Report
      2012 Final Research Report
  • [Journal Article] Automated microaneurysm detection method based on double-ring filter and feature analysis in retinal fundus images2012

    • Author(s)
      Yuji Hatanaka, Tsuyoshi Inoue, Susumu Okumura, Chisako Muramatsu and Hiroshi Fujita
    • Journal Title

      Automated microaneurysm detection method based on double-ring filter and feature analysis in retinal fundus images

      Pages: 1-4

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Glaucoma risk assessment based on clinical data and automated nerve fiber layer defects detection2012

    • Author(s)
      Yuji Hatanaka, Chisako Muramatsu, Akira Sawada, Takeshi Hara, Tetsuya Yamamoto, and Hiroshi Fujita
    • Journal Title

      Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Pages: 5963-5966

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automated microaneurysm detection method based on double-ring filter and feature analysis in retinal fundus images2012

    • Author(s)
      Yuji Hatanaka, Tsuyoshi Inoue, Susumu Okumura, Chisako Muramatsu and Hiroshi Fujita
    • Journal Title

      Proceedings of the 25th IEEE International Symposium on Computer-Based Medical Systems

      Volume: - Pages: 1-4

    • DOI

      10.1109/cbms.2012.6266339

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 眼底画像における血管領域の抽出法-DRIVE DBによる評価-2012

    • Author(s)
      漆間正太, 内山良一, プロハースカズデネク, 畑中裕司, 村松千左子, 原武史, 白石順二, 藤田広志
    • Journal Title

      電子情報通信学会技術報告

      Volume: 111 Pages: 315-318

    • NAID

      10031093609

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 眼底画像のC/D比とR/D比の自動計測に基づく緑内障推定2012

    • Author(s)
      納土淳, 畑中裕司, 村松千左子, 澤田明, 原武史, 山本哲也, 藤田広志
    • Journal Title

      電子情報通信学会技術報告

      Volume: 111 Pages: 319-323

    • NAID

      10031093620

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Automatic arteriovenous crossing phenomenon detection on retinal fundus images2011

    • Author(s)
      Yuji Hatanaka, Chisako Muramatsu,Takeshi Hara, and Hiroshi Fujita
    • Journal Title

      Proceedings of SPIE

      Volume: 7963

    • Related Report
      2012 Final Research Report
  • [Journal Article] Automated segmentation of optic disc region on retinal fundus photographs: Comparison of contour modeling and pixel classification methods2011

    • Author(s)
      Chisako Muramatsu, Toshiaki Nakagawa,Akira Sawada, Yuji Hatanaka, Takeshi Hara, Tetsuya Yamamoto, and Hiroshi Fujita
    • Journal Title

      Computer Methods and Programs in Biomedicine

      Volume: 101 Pages: 23-32

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automated selection of major arteries and veins for measurement of arteriolar-to-venular diameter ratio on retinal fundus images2011

    • Author(s)
      Chisako Muramatsu, Yuji Hatanaka,Tatsuhiko Iwase, Takeshi Hara, and Hiroshi Fujita
    • Journal Title

      Computerized Medical Imaging and Graphics

      Volume: 35 Pages: 472-480

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automatic measurement of cup to disc ratio based on line profile analysis in retinal images2011

    • Author(s)
      Yuji Hatanaka, Atsushi Noudo, Chisako Muramatsu, Akira Sawada,Takeshi Hara,Tetsuya Yamamoto, and Hiroshi Fujita
    • Journal Title

      Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Pages: 3387-3390

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computerized detection of peripapillary chorioretinal atrophy by texture analysis2011

    • Author(s)
      Chisako Muramatsu, Yuji Hatanaka, Akira Sawada, Tetsuya Yamamoto, and Hiroshi Fujita
    • Journal Title

      Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Pages: 5947-5950

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Auto mated determination of cup-to-disc ratio for classification of glaucomatous and normal eyes on stereo retinal fundus images2011

    • Author(s)
      Chisako Muramatsu, Toshiaki Nakagawa, Akira Sawada, Yuji Hatanaka, Tetsuya Yamamoto,and Hiroshi Fujita
    • Journal Title

      Journal of Biomedical Optics

      Volume: 16

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automated lesion detection in retinal images2011

    • Author(s)
      Yuji Hatanaka, Atsuki Mizukami, Chisako Muramatsu, Takeshi Hara, and Hiroshi Fujita
    • Journal Title

      Proceedings of 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies

    • Related Report
      2012 Final Research Report
  • [Journal Article] Automatic arteriovenous crossing phenomenon detection on retinal fundus images2011

    • Author(s)
      Yuji Hatanaka, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita
    • Journal Title

      Proceedings of SPIE

      Volume: VOL.7963 Pages: 79633V-79633V

    • DOI

      10.1117/12.877232

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Automated selection of major arteries and veins for measurement of arteriolar-to-venular diameter ratio on retinal fundus images2011

    • Author(s)
      C.Muramatsu, Y.Hatanaka, T.Iwase, T.Hara, H.Fujita
    • Journal Title

      Computerized Medical Imaging and Graphics

      Volume: 35 Issue: 6 Pages: 472-480

    • DOI

      10.1016/j.compmedimag.2011.03.002

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic measurement of cup to disc ratio based on line profile analysis in retinal images2011

    • Author(s)
      Y.Hatanaka, A.Noudo, C.Muramatsu, A.Sawada, T.Hara, T.Yamamoto, H.Fujita
    • Journal Title

      Proc.of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: 1 Pages: 3387-3390

    • DOI

      10.1109/iembs.2011.6090917

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computerized detection of peripapillary chorioretinal atrophy by texture analysis2011

    • Author(s)
      Chisako Muramatsu, Yuji Hatanaka, Akira Sawada, Tetsuya Yamamoto, Hiroshi Fujita
    • Journal Title

      Proc.of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Pages: 5947-5950

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computerized detection of peripapillary chorioretinal atrophy by texture analysis2011

    • Author(s)
      C.Muramatsu, Y.Hatanaka, A.Sawada, T.Yamamoto, H.Fujita
    • Journal Title

      Proc.of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: 1 Pages: 5947-5950

    • DOI

      10.1109/iembs.2011.6091470

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated lesion detection in retinal images2011

    • Author(s)
      Yuji Hatanaka, Atsuki Mizukami, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita
    • Journal Title

      Proceedings of 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies

      Pages: 1-5

    • DOI

      10.1145/2093698.2093789

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Automated segmentation of optic disc region on retinal fundus photographs : Comparison of contour modeling and pixel classification methods2011

    • Author(s)
      C.Muramatsu, T.Nakagawa, A.Sawada, Y.Hatanaka, T.Hara, T.Yamamoto, H.Fujita
    • Journal Title

      Computer Methods and Programs in Biomedicine

      Volume: Vol.101 Pages: 23-32

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic measurement of vertical cup-to-disc ratio on retinal fundus images2010

    • Author(s)
      Yuji Hatanaka, Atsushi Noudo, Chisako Muramatsu, Akira Sawada, Takeshi Hara, Tetsuya Yamamoto, and Hiroshi Fujita
    • Journal Title

      Medical Biometrics

      Volume: 6165 Pages: 64-72

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 眼底画像におけるCup/Disc 比の自動計測に基づく緑内障推定法2010

    • Author(s)
      納土 淳,畑中裕司,村松千左子,澤田明,原 武史,山本哲也,藤田広志
    • Journal Title

      信学技報

      Volume: 110 Pages: 17-20

    • NAID

      110008107961

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automated detection of arteriovenous crossing phenomenon on retinal images2010

    • Author(s)
      Yuji Hatanaka, Chisako Muramatsu,Takeshi Hara, and Hiroshi Fujita
    • Journal Title

      2010 International Conference on Future Computer

      Volume: 11 Pages: 340-343

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automatic measurement of vertical cup-to-disc ratio on retinal fundus images2010

    • Author(s)
      Y.Hatanaka, A.Noudo, C.Muramatsu, A.Sawada, T.Hara, T.Yamamoto, H.Fujita
    • Journal Title

      Medical Biometrics

      Volume: Vol.6165 Pages: 64-72

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 眼底画像におけるCup/Disc比の自動計測に基づく緑内障推定法2010

    • Author(s)
      納土淳, 畑中裕司, 村松千左子, 澤田明, 原武史, 山本哲也, 藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 110巻 Pages: 17-20

    • NAID

      110008107961

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Automated detection of arteriovenous crossing phenomenon on retinal images2010

    • Author(s)
      Y.Hatanaka, C.Muramatsu, T.Hara, H.Fujita
    • Journal Title

      2010 International Conference on Future Computer, Control and Communication

      Volume: Vol.II Pages: 340-343

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 眼底画像における画像におけるRim-to-Disc 比と垂直Cup-to-Disc 比の自動計測法の検討2013

    • Author(s)
      長畑侑樹,他
    • Organizer
      第32回日本医用画像工学会大会
    • Place of Presentation
      東京
    • Year and Date
      2013-08-02
    • Related Report
      2012 Final Research Report
  • [Presentation] Automated microaneurysm detection method based on eigenvalue analysis using Hessian matrix in retinal fundus images2013

    • Author(s)
      Tsuyoshi Inoue, et al.
    • Organizer
      Automated microaneurysm detection method based on eigenvalue analysis using Hessian matrix in retinal fundus images
    • Place of Presentation
      Osaka,Japan
    • Year and Date
      2013-07-06
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における血管モデルを用いた血管検出領域の補正法の検討2013

    • Author(s)
      水上篤貴,他
    • Organizer
      医用画像情報学会平成24 年度春季(第165回)大会
    • Place of Presentation
      北九州
    • Year and Date
      2013-02-02
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における毛細血管瘤の自動検出法 -ROC DB による評価-2013

    • Author(s)
      畑中裕司,他
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇
    • Year and Date
      2013-01-25
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における網膜神経線維層欠損の自動検出法の改善2013

    • Author(s)
      兼子堅次
    • Organizer
      第32回日本医用画像工学会大会
    • Place of Presentation
      日本科学未来館/産業技術総合研究所臨海副都心センター
    • Related Report
      2012 Annual Research Report
  • [Presentation] 眼底画像におけるRim-to-Disc比と垂直Cup-to-Disc比の自動計測法の検討2013

    • Author(s)
      長畑侑樹
    • Organizer
      第32回日本医用画像工学会大会
    • Place of Presentation
      日本科学未来館/産業技術総合研究所臨海副都心センター
    • Related Report
      2012 Annual Research Report
  • [Presentation] Improvement on extraction of low-contrast vessels for assessment of arteriolar narrowing on retinal fundus images2012

    • Author(s)
      Atsuki Mizukami, et al.
    • Organizer
      International Forum on Medical Imaging in Asia 2012
    • Place of Presentation
      Daejeon, South Korea
    • Year and Date
      2012-11-17
    • Related Report
      2012 Final Research Report
  • [Presentation] Computerized analysis of glaucoma detection and staging by depth information and vessel routing in the disc on stereo retinal fundus images2012

    • Author(s)
      Chisako Muramatsu, et al.
    • Organizer
      International Forum on Medical Imaging in Asia 2012
    • Place of Presentation
      Daejeon, South Korea
    • Year and Date
      2012-11-16
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像におけるフィルタ差分法による網膜神経線維層欠損検出法の改善2012

    • Author(s)
      兼子堅次,他
    • Organizer
      平成24年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      名古屋
    • Year and Date
      2012-10-20
    • Related Report
      2012 Final Research Report
  • [Presentation] Glaucoma risk assessment based on clinical data and automated nerve fiber layer defects detection2012

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2012-08-31
    • Related Report
      2012 Final Research Report
  • [Presentation] 臨床データと眼底画像上のNFLD 自動検出を利用した緑内障のリスク推定2012

    • Author(s)
      畑中裕司,他
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      札幌
    • Year and Date
      2012-08-04
    • Related Report
      2012 Final Research Report
  • [Presentation] Automated microaneurysm detection method based on double-ring filter and feature analysis in retinal fundus images2012

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      The 25th IEEE International Symposium on Computer-Based Medical Systems
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2012-06-20
    • Related Report
      2012 Final Research Report
  • [Presentation] テクスチャ解析を用いた眼底画像における毛細血管瘤の偽陽性候補の削除2012

    • Author(s)
      井上 剛,他
    • Organizer
      医用画像情報学会平成24 年度年次(第163回)大会
    • Place of Presentation
      金沢
    • Year and Date
      2012-06-02
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における視神経乳頭検出のための眼底モデルの検討2012

    • Author(s)
      村松千左子,他
    • Organizer
      医用画像情報学会平成24 年度年次(第163回)大会
    • Place of Presentation
      金沢
    • Year and Date
      2012-06-02
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における血管領域の抽出法 -DRIVE DBによる評価-2012

    • Author(s)
      Altansargai Buyandalai,他
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇
    • Year and Date
      2012-01-20
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像のC/D 比とR/D比の自動計測に基づく緑内障推定2012

    • Author(s)
      納土 淳,他
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇
    • Year and Date
      2012-01-20
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における血管領域の抽出法-DRIVE DBによる評価-2012

    • Author(s)
      漆間正太, 内山良一, プロハースカズデネク, 畑中裕司, 村松千左子, 原武史, 白石順二, 藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館(沖縄県)
    • Year and Date
      2012-01-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] 眼底画像のC/D比とR/D比の自動計測に基づく緑内障推定2012

    • Author(s)
      納土淳, 畑中裕司, 村松千左子, 澤田明, 原武史, 山本哲也, 藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館(沖縄県)
    • Year and Date
      2012-01-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] 臨床データと眼底画像上のNFLD自動検出を利用した緑内障のリスク推定2012

    • Author(s)
      畑中裕司
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      札幌厚生病院
    • Related Report
      2012 Annual Research Report
  • [Presentation] Computerized analysis of glaucoma detection and staging by depth information and vessel routing in the disc on stereo retinal fundus images2012

    • Author(s)
      Chisako Muramatsu
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      Korea Advanced Institute of Science and Technology (KAIST)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Improvement on extraction of low-contrast vessels for assessment of arteriolar narrowing on retinal fundus images2012

    • Author(s)
      Atsuki Mizukami
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      Korea Advanced Institute of Science and Technology (KAIST)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Automated lesion detection in retinal images2011

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2011-10-27
    • Related Report
      2012 Final Research Report
  • [Presentation] Automated lesion detection in retinal images2011

    • Author(s)
      Yuji Hatanaka, Atsuki Mizukami, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita
    • Organizer
      4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
    • Place of Presentation
      Hotel Alimara, Barcelona, Spain(招待講演)
    • Year and Date
      2011-10-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] 眼底画像における網膜神 経線維層欠損の検出2011

    • Author(s)
      安田怜司,他
    • Organizer
      平成23 年度日本生体医工学会東海支部大会
    • Place of Presentation
      名古屋
    • Year and Date
      2011-10-15
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における網膜神経線維層欠損の検出2011

    • Author(s)
      安田怜司, 村松千左子, 畑中裕司, 原武史, 藤田広志
    • Organizer
      平成23年度日本生体医工学会東海支部大会
    • Place of Presentation
      株式会社スズケン(愛知県)
    • Year and Date
      2011-10-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Computerized detection of peripapillary chorioretinal atrophy by texture analysis2011

    • Author(s)
      Chisako Muramatsu, et al.
    • Organizer
      3rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Boston, USA
    • Year and Date
      2011-09-02
    • Related Report
      2012 Final Research Report
  • [Presentation] Computerized detection of peripapillary chorioretinal atrophy by texture analysis2011

    • Author(s)
      Chisako Muramatsu, Yuji Hatanaka, Akira Sawada, Tetsuya Yamamoto, Hiroshi Fujita
    • Organizer
      33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Boston Marriott Copley Place Hotel, Boston, USA
    • Year and Date
      2011-09-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] Automatic measurement of cup to disc ratio based on line profile analysis in retinal images2011

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Boston, USA
    • Year and Date
      2011-09-01
    • Related Report
      2012 Final Research Report
  • [Presentation] Automatic measurement of cup to disc ratio based on line profile analysis in retinal images2011

    • Author(s)
      Yuji Hatanaka, Atsushi Noudo, Chisako Muramatsu, Akira Sawada, Takeshi Hara, Tetsuya Yamamoto, Hiroshi Fujita
    • Organizer
      33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Boston Marriott Copley Place Hotel, Boston, USA(招待講演)
    • Year and Date
      2011-09-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] 眼底画像における主幹動静脈の自動選択法に関する研究2011

    • Author(s)
      水上篤貴,他
    • Organizer
      第30回日本医用画像工学会大会
    • Place of Presentation
      大田原
    • Year and Date
      2011-08-05
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における主幹動静脈の自動選択法に関する研究2011

    • Author(s)
      水上篤貴, 村松千左子, 畑中裕司, 原武史, 藤田広志
    • Organizer
      第30回日本医用画像工学会大会
    • Place of Presentation
      国際医療福祉大学大田原キャンパス(栃木県)
    • Year and Date
      2011-08-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] 画像処理に関する取り組みと話題提供2011

    • Author(s)
      畑中裕司
    • Organizer
      ものづくりIT研究会第2回検査・計測・モニタリング研究分科会
    • Place of Presentation
      栗東市商工会コミュニティ・スペース(滋賀県)
    • Year and Date
      2011-05-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] (画像処理)と課題・展望、研究分科会の設立にあたって2011

    • Author(s)
      畑中裕司
    • Organizer
      ものづくりIT研究会 第1回検査・計測・モニタリング技術分科会
    • Place of Presentation
      栗東市商工会コミュニティ・スペース(滋賀県)
    • Year and Date
      2011-03-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automatic arteriovenous crossing phenomenon detection on retinal fundus images2011

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      SPIE Medical Imaging 2011
    • Place of Presentation
      Orland, USA
    • Year and Date
      2011-02-16
    • Related Report
      2012 Final Research Report
  • [Presentation] Automatic arteriovenous crossing phenomenon detection on retinal fundus2011

    • Author(s)
      Y.Hatanaka, C.Muramatsu, T.Hara, H.Fujita
    • Organizer
      SPIE Medical Imaging 2011
    • Place of Presentation
      Disney's Cononacb SpringsResort(USA)
    • Year and Date
      2011-02-16
    • Related Report
      2010 Annual Research Report
  • [Presentation] 緑内障推定のための眼底画像上の視神経乳頭のゼロ交差法による自動形状解析2011

    • Author(s)
      納土淳, 畑中裕司, 村松千左子, 澤田明, 原武史, 山本哲也, 藤田広志
    • Organizer
      医用画像情報学会 平成22年度春季(第159回)大会
    • Place of Presentation
      九州大学病院(福岡県)
    • Year and Date
      2011-02-05
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automated detection of arteriovenous crossing phenomenon on retinal images2010

    • Author(s)
      Y.Hatanaka, C.Muramatsu, T.Hara, H.Fujita
    • Organizer
      International Forum on Computer Science-Technology and Applications
    • Place of Presentation
      Hawaii International Hotel (China)
    • Year and Date
      2010-12-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automated detection of arteriovenous crossing phenomenon on retinal images2010

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      International Forum on Computer Science- Technology and Applications 2010
    • Place of Presentation
      Nanning, China
    • Year and Date
      2010-12-11
    • Related Report
      2012 Final Research Report
  • [Presentation] Computer-aided detection/diagnosis (CAD): An introduction and survey on IFCSTA 20102010

    • Author(s)
      Hiroshi Fujita et al.
    • Organizer
      International Forum on Computer Science-Technology and Applications 2010
    • Place of Presentation
      Nanning, China
    • Year and Date
      2010-12-11
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における細動脈狭窄評価のための主幹動静脈の自動検出および分類法2010

    • Author(s)
      水上篤貴,他
    • Organizer
      平成 22 年度日本生体医工学会東海支部大会
    • Place of Presentation
      名古屋
    • Year and Date
      2010-10-16
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における血管交叉部と交叉現象の検出2010

    • Author(s)
      畑中裕司,他
    • Organizer
      医用画像情報学会平成22 年度秋季(第158回)大会
    • Place of Presentation
      前橋
    • Year and Date
      2010-10-09
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における血管交叉部と交叉現象の検出2010

    • Author(s)
      畑中裕司, 村松千左子, 原武史, 藤田広志
    • Organizer
      医用画像情報学会 平成22年度秋季(第158回)大会
    • Place of Presentation
      群馬県立県民健康科学大学(群馬県)
    • Year and Date
      2010-10-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] 眼底画像におけるCup/Disc比の自動計測に基づく緑内障推定法2010

    • Author(s)
      納土 淳,他
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      和光
    • Year and Date
      2010-09-03
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像におけるCup/Disc比の自動計測に基づく緑内障推定法2010

    • Author(s)
      納土淳, 畑中裕司, 村松千左子, 澤田明, 原武史, 山本哲也, 藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      理化学研究所(埼玉県)
    • Year and Date
      2010-09-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] 眼底画像における垂直C/D比の自動計測に基づく緑内障推定法の開発2010

    • Author(s)
      納土 淳,他
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      伊勢原
    • Year and Date
      2010-07-31
    • Related Report
      2012 Final Research Report
  • [Presentation] 眼底画像における垂直C/D比の自動計測に基づく緑内障推定法の開発2010

    • Author(s)
      納土淳, 畑中裕司, 村松千左子, 澤田明, 原武史, 山本哲也, 藤田広志
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      東海大学(神奈川県)
    • Year and Date
      2010-07-31
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automatic measurement of vertical cup-to-disc ratio on retinal fundus images2010

    • Author(s)
      Yuji Hatanaka, et al.
    • Organizer
      International Conference on Medical Biometrics 2010
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2010-06-30
    • Related Report
      2012 Final Research Report
  • [Presentation] Automatic measurement of vertical cup-to-disc ratio on retinal fundus images2010

    • Author(s)
      Y.Hatanaka, A.Noudo, C.Muramatsu, A.Sawada, T.Hara, T.Yamamoto, H.Fujita
    • Organizer
      International Conference on Medical Biometrics
    • Place of Presentation
      The Hong Kong Polytechnic University (Hong Kong)
    • Year and Date
      2010-06-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] テクスチャ解析を用いた眼底画像における毛細血管瘤の偽陽性候補の削除

    • Author(s)
      井上 剛
    • Organizer
      医用画像情報学会平成24年度年次(第163回)大会
    • Place of Presentation
      金沢大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 眼底画像における視神経乳頭検出のための眼底モデルの検討

    • Author(s)
      村松千左子
    • Organizer
      医用画像情報学会平成24年度年次(第163回)大会
    • Place of Presentation
      金沢大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 眼底画像におけるフィルタ差分法による網膜神経線維層欠損検出法の改善

    • Author(s)
      兼子堅次
    • Organizer
      成24年度 日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2012 Annual Research Report
  • [Presentation] 眼底画像における血管モデルを用いた血管検出領域の補正法の検討

    • Author(s)
      水上篤貴
    • Organizer
      医用画像情報学会(MII)平成24年度春季(第165回)大会
    • Place of Presentation
      九州工業大学
    • Related Report
      2012 Annual Research Report
  • [Book] 実践 医用画像ハンドブック(藤田広志,他,監修):眼底2012

    • Author(s)
      畑中裕司
    • Publisher
      オーム社
    • Related Report
      2012 Final Research Report
  • [Book] 実践 医用画像ハンドブック(藤田広志,他,監修):付録・データベース2012

    • Author(s)
      畑中裕司,藤田広志
    • Publisher
      オーム社
    • Related Report
      2012 Final Research Report
  • [Book] 医用画像工学ハンドブック(医用画像工学ハンドブック編集委員会編):眼底画像2012

    • Author(s)
      畑中裕司
    • Publisher
      日本医用画像工学会
    • Related Report
      2012 Final Research Report
  • [Book] 医用画像工学ハンドブック2012

    • Author(s)
      医用画像工学ハンドブック編集委員会編
    • Total Pages
      5
    • Publisher
      日本医用画像工学会
    • Related Report
      2012 Annual Research Report
  • [Book] 実践 医用画像ハンドブック2012

    • Author(s)
      藤田広志,石田隆行,桂川茂彦監修
    • Total Pages
      16
    • Publisher
      オーム社
    • Related Report
      2012 Annual Research Report
  • [Book] 医用画像ハンドブック:「眼底検査」および「画像データベース」2011

    • Author(s)
      畑中裕司(分担執筆)
    • Total Pages
      13
    • Publisher
      オーム社
    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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