Quantification of structures of skin lesion and calibration of dermoscopy images for automated melanoma diagnosis
| Project/Area Number |
21791101
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Dermatology
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| Research Institution | Hosei University |
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Principal Investigator |
IYATOMI Hitoshi Hosei University, 理工学部, 専任講師 (10386336)
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| Project Period (FY) |
2009 – 2010
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| Project Status |
Completed (Fiscal Year 2010)
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| Budget Amount *help |
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2009: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
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| Keywords | 悪性黒色腫(メラノーマ) / ダーモスコピー / 自動診断 / 画像解析 / 画像補正 / メラノーマ / 悪性黒色腫 / melanoma / Computer-aided diagnosis |
|---|
| Research Abstract |
I had investigated mainly following two themes for making our Internet-based melanoma screening system fit for practical use. (1) Quantification of dermoscopic structures (2) Development of automated color calibration for dermoscopy images. For both themes, I had successfully achieved the objectives set out in the proposal. (1) Succeeded to build a recognition system that has statistically no difference with expert dermatologists in recognizing a total of 15 dermoscopic structures defined in ABCD rule and 7-point checklist. (2) Achieved equivalent color calibration performance for dermoscopy images in luminance, hue and saturation without any special devices.
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Report
(3 results)
Research Products
(55 results)
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[Presentation] Perioperative cardiac risk prediction2009
Author(s)
Hitoshi Iyatomi, Tomotaka Kasamatsu, Jun Hashimoto, M.Emre Celebi, Gerald Schaefer, Koichi Ogawa
Organizer
IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2009)
Place of Presentation
Larnaca, Cyprus
Year and Date
2009-11-06
Related Report
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