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๊ฒ€์ฆ๋œ ํŒŒํŠธ๋„ˆ ์ œํœด์‚ฌ ์ž๋ฃŒ

Comparison and Image Evaluation of dDWI and tDWI

๋ฐฉ๋Œ€ํ•œ 850๋งŒ๊ฑด์˜ ์ž๋ฃŒ ์ค‘ ์ฃผ์ œ๋ณ„๋กœ ๋งŒ๋“ค์ˆ˜ ์žˆ๋Š” ์ตœ์ ์˜ ์‚ฐ์ถœ๋ฌผ์„ ํ•ดํ”ผ ์บ ํผ์Šค์—์„œ ์ฒดํ—˜ ํ•˜์„ธ์š” ์ „๋ฌธ๊ฐ€์˜ ์ง€์‹๊ณผ ์ธ์‚ฌ์ดํŠธ๋ฅผ ํ™œ์šฉํ•˜์—ฌ ์‰ฝ๊ณ  ํญ๋„“๊ฒŒ ์ดํ•ดํ•˜๊ณ  ์ ์šฉํ• ์ˆ˜ ์žˆ๋Š” ๊ธฐํšŒ๋ฅผ ๋†“์น˜์ง€ ๋งˆ์„ธ์š”
8 ํŽ˜์ด์งฟ’
์–ด๋„๋น„ PDF
์ตœ์ดˆ๋“ฑ๋ก์ผ 2023.09.25 ์ตœ์ข…์ ฟ’์ž‘์ผ 2021.06
8P ๋ฏธ๋้ฉ๋ณด๊ธฐ
Comparison and Image Evaluation of dDWI and tDWI
  • * ๋ณธ ๋ฌธ์„œ๋Š” ๋ฐฐํฌ์šฉ์œผ๋กœ ๋ณต์‚ฌ ๋ฐ ํŽธ์ง‘์ด ๋ถˆ๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

    ๋ฏธ๋้ฉ๋ณด๊ธฐ

    ์„œ์่ง์ •๋ต–

    ยท ๋ฐœํ–‰๊ธฐ๊ด€ : ๋Œ€ํ•œ์ž๊ธฐ๊ณต๋ช…๊ธฐ์ˆ ํ•™ํšŒ
    ยท ์ˆ˜๋ก์ง€ ์ •๋ณด : ๋Œ€ํ•œ์ž๊ธฐ๊ณต๋ช…๊ธฐ์ˆ ํ•™ํšŒ์ง€ / 31๊ถŒ / 1ํ˜ธ
    ยท ์ €์ž๋ช… : Chung-Seong Lee, Min-Seong Kang, Jeong-Pyo Hong, Jong-Keol Lee, Bo-Keol Kang

    ๋ชฉ์ฐจ

    ABSTRACT
    โ… . ์„œ ๋ก 
    โ…ก. ๋Œ€์ƒ ๋ฐ ๋ฐฉ๋ฒ•
    1. ์—ฐ๊ตฌ ๋ฐฉ๋ฒ•
    2. ์—ฐ๊ตฌ ์žฅ๋น„
    3. ๊ฒ€์‚ฌ ๊ธฐ๋ฒ•
    4. ์ธก์ •๋ฐฉ๋ฒ•
    5. ๋ถ„์„๋ฐฉ๋ฒ•
    โ…ข. ๊ฒฐ ๊ณผ
    1. ์‹ ํ˜ธ ๋Œ€ ์žก์Œ ๋น„
    2. ๋Œ€์กฐ๋„ ๋Œ€ ์žก์Œ ๋น„
    3. ์˜์ƒํš๋“ ์‹œ๊ฐ„
    4. ์ •์„ฑ์  ํ‰๊ฐ€
    โ…ฃ. ๊ณ ์ฐฐ ๋ฐ ๊ฒฐ๋ก 
    References
    ์š” ์•ฝ

    ์ดˆ๋ก

    ํ™•์‚ฐ๊ฐ•์กฐ ์˜์ƒ์€ ์ž๊ธฐ๊ณต๋ช…์˜์ƒ์—์„œ ์ง„๋‹จ์— ๋งค์šฐ ์ค‘์š”ํ•œ ์—ญํ• ์„ ์ฐจ์ง€ํ•˜๊ณ  ์žˆ๋‹ค. ๋˜ํ•œ, ๋†’์€ b-value๋ฅผ ์š”๊ตฌํ•˜๋Š” ๊ฒ€์‚ฌ๊ฐ€ ๋Š˜์–ด๋‚˜๋Š” ์ถ”์„ธ๋กœ ํ™•์‚ฐ๊ฐ•์กฐ ์˜์ƒ์„ ์–ป๊ธฐ ์œ„ํ•˜์—ฌ ๊ฒ€์‚ฌ ์‹œ๊ฐ„์ด ๊ธธ์–ด์ง€๊ฒŒ ๋˜๋ฉฐ ์ธ๊ณต๋ฌผ๊ณผ ์ „์ฒด์ ์ธ ์‹ ํ˜ธ ๊ฐ์†Œ๊ฐ€ ๋™๋ฐ˜ํ•˜๊ฒŒ ๋œ๋‹ค. ๋ณธ ์—ฐ๊ตฌ์—์„œ๋Š” ํ™•์‚ฐ๊ฐ•์กฐ ์˜์ƒ์—์„œ ํ™•์‚ฐ ๋ฐฉ๋ฒ•์„ 3์Šค์บ” ์ถ”์  ํ™•์‚ฐ๊ฐ•์กฐ ์˜์ƒ(3-scan trace diffusion weighted image, tDWI) ์—์„œ DTI์˜ ์›๋ฆฌ๋ฅผ ์ ์šฉํ•œ ๋Œ€๊ฐ์„  ํ™•์‚ฐ๊ฐ•์กฐ ์˜์ƒ(diagonal diffusion weighted image, dDWI)๋กœ ๋ณ€๊ฒฝํ•˜์—ฌ ํš๋“ ํ•˜์˜€์„ ๋•Œ, ๋‘ ๋ฐฉ๋ฒ• ๊ฐ„์˜ ๊ฒ€์‚ฌ ์‹œ๊ฐ„์˜ ๋‹จ์ถ•๊ณผ ์˜์ƒ์„ ๋น„๊ต ํ‰๊ฐ€ํ•˜์˜€๋‹ค. ๋†๋„๊ฐ€ 0์—์„œ 50%๊นŒ์ง€ 10% ๊ฐ„๊ฒฉ์ธ ํŒฌํ…€์„ ์ œ์ž‘ํ•˜์—ฌ ์ œํ•œ๋œ ํ™•์‚ฐ(restrict diffusion)์„ ๋‹จ๋ฐœ ์Šคํ•€์—์ฝ”ํ‰๋ฉด์˜์ƒ(single shot spin echo echo planar, SE-EPI) ๊ธฐ๋ฒ•์„ ์‚ฌ์šฉํ•˜์—ฌ ๊ฒ€์‚ฌํ•˜์˜€๋‹ค. ํ™•์‚ฐ ๋ฐฉ๋ฒ•์„ ๋ณ€๊ฒฝํ•˜๋ฉฐ tDWI์™ฟ’ dDWI ๊ฒ€์‚ฌ๋ฅผ ์ง„ํ–‰ํ•˜์˜€์œผ๋ฉฐ, ํš๋“ํ•œ ์˜์ƒ์„ Image J ํ”„๋กœ๊ทธ๋žจ์„ ์ด์šฉ ํ•˜์—ฌ ๋†๋„๋ณ„ ๋™์ผํ•œ ๊ด€์‹ฌ ์ฒด์ ์„ ์„ค์ •ํ•˜์—ฌ ์‹ ํ˜ธ๋ฅผ ์ธก์ • ํ›„ ๋ถ„์„๋ฐฉ๋ฒ•์€ ๋…๋ฆฝ T-test๋ฅผ ์ด์šฉํ•˜๊ณ , ํ†ต๊ณ„์  ๋ถ„์„์€ SAS๋ฅผ ํ†ตํ•ด ์‹ ํ˜ธ ๋Œ€ ์žก์Œ ๋น„์™ฟ’ ๋Œ€์กฐ๋„ ๋Œ€ ์žก์Œ ๋น„๋ฅผ ๋น„๊ตยท๋ถ„์„ํ•˜์˜€๋‹ค. p-value 0.05๋ฅผ ๊ธฐ์ค€์œผ๋กœ ์œ ์˜์„ฑ์„ ๊ฒ€์ฆํ•˜์˜€๋‹ค. b0๋ฅผ ์ œ์™ธํ•œ b100 ์ด์ƒ์€ ์ „๋ฐ˜์ ์œผ๋กœ ์‹ ํ˜ธ ๋Œ€ ์žก์Œ ๋น„, ๋Œ€์กฐ๋„ ๋Œ€ ์žก์Œ ๋น„๊ฐ€ ํฌ๋ฉฐ, p-value 0.05 ์ด์ƒ์œผ๋กœ ๋‚˜ํƒ€๋‚ฌ๋‹ค. ํ™•์‚ฐ ๋ฐฉ๋ฒ• ๊ฐ„ ์œ ์˜ํ•˜์ง€ ์•Š์ง€๋งŒ, ์ „๋ฐ˜์ ์œผ๋กœ dDWI์ด tDWI์— ๋น„ํ•ด ํ‰๊ท ์ด ๋†’์•˜๋‹ค. dDWI ๋ฐฉ๋ฒ•์ด tDWI์— ๋น„ํ•ด ํ™”์งˆ์˜ ๋ณ€ํ™” ์—†์ด ๊ฒ€์‚ฌ ์‹œ๊ฐ„์ด 18.35% ๋‹จ์ถ•๋˜๋Š” ํšจ๊ณผ๊ฐ€ ์žˆ์œผ๋ฉฐ, ์‹ ํ˜ธ ๋Œ€ ์žก์Œ ๋น„์™ฟ’ ๋Œ€์กฐ๋„ ๋Œ€ ์žก์Œ ๋น„๊ฐ€ ์†Œํญ ํ–ฅ์ƒ๋œ ๊ฒƒ์œผ๋กœ ๋‚˜ํƒ€๋‚˜ ๋‹ค๋ฅธ ๋ถ€์œ„์˜ ํ™•์‚ฐ๊ฐ•์กฐ ์˜์ƒ์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒ€์‚ฌ์— ์ ์šฉ ์‹œ ์œ ์šฉํ•  ๊ฒƒ์œผ๋กœ ์‚ฌ๋ฃŒ ๋œ๋‹ค.

    ์˜์–ด์ดˆ๋ก

    DWI plays a very important role in diagnosis. In addition, by requiring a high b-value, the study time was lengthened to obtain a DWI. Results showed that artifacts and overall signal were reduced. In this study, when the diffusion method was changed from a 3-scan trace diffusion weighted image (tDWI) to a diagonal diffusion weighted image (dDWI) that applied the principles of DTI in diffusion weighted imaging, the examination time was shortened between the two methods and the images were comparatively evaluated. Phantoms consist of concentrations ranging from 0% to 50%. Restrict diffusion was examined using the SE-EPI technique. tDWI and dDWI tests were performed using the same ROI for each concentration and ImageJ was used to measure the SNR. The acquired data was compared and evaluated. Excluding b0, values above b100 had a large SNR and CNR, with a p-value over 0.05. Although no statistical significance was noted between the dDWI and tDWI methods, the overall diffusion method was higher than the average tDWI. dDWI had the effect of reducing the study time by 18.35% without any change in image quality compared to the tDWI. In addition, it was noted that the SNR and CNR were slightly improved. This method is considered to be useful when applied to a study using DWI in other regions.

    ์ฐธ๊ณ ์ž๋ฃŒ

    ยท ์—†์Œ
  • ์ž๋ฃŒํ›„๊ธฐ

      Ai ๋ฆฌ๋ทฐ
      ์ด ์ž๋ฃŒ๋Š” ๋‚ด์šฉ์˜ ๊นŠ์ด๊ฐ€ ๋›ฐ์–ด๋‚˜๊ณ , ์ฃผ์ œ์— ๋Œ€ํ•œ ์ฒด๊ณ„์ ์ธ ์ ‘๊ทผ์ด ์ธ์ƒ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค. ๊ณผ์ œ๋ฅผ ์ž‘์„ฑํ•˜๋Š”๋ฐ ๋งŽ์€ ๋„์›€์ด ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๋Ÿฌ๋ถ„๊ป˜๋„ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค!
    • ์ž์ฃผ๋ฌป๋Š”์งˆ๋ๅฉ์˜ ๋‹ต๋ณ€์„ ํ™•์ธํ•ด ์ฃผ์„ธ์š”

      ํ•ดํ”ผ์บ ํผ์Šค FAQ ๋”๋ต–๊ธฐ

      ๊ผญ ์•Œ์•„์ฃผ์„ธ์š”

      • ๋ณธ ํ•™์ˆ ๋…ผ๋ๅฉ์€ (์ฃผ)์ฝ”๋้ฉ์•„์Šค์นผ๋ผ์™ฟ’ ๊ฐ ํ•™ํšŒ๊ฐ„์— ์ €์ž‘๊ถŒ๊ณ„์•ฝ์ด ์ฒด๊ฒฐ๋œ ๊ฒƒ์œผ๋กœ AgentSoft๊ฐ€ ์ œ๊ณต ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
        ๋ณธ ์ €์ž‘๋ฌผ์„ ๋ถˆ๋ฒ•์ ์œผ๋กœ ์ด์šฉ์‹œ๋Š” ๋ฒ•์ ์ธ ์ œ์žฌ๊ฐ€ ๊ฐ€ํ•ด์งˆ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
      • ํ•ดํ”ผ์บ ํผ์Šค๋Š” ๊ตฌ๋งค์ž์™ฟ’ ํŒ๋งค์ž ๋ชจ๋‘๊ฐ€ ๋งŒ์กฑํ•˜๋Š” ์„œ๋น„์Šค๊ฐ€ ๋˜๋„๋ก ๋…ธ๋ ฅํ•˜๊ณ  ์žˆ์œผ๋ฉฐ, ์•„๋ž˜์˜ 4๊ฐ€์ง€ ์ž๋ฃŒํ™˜๋ถˆ ์กฐ๊ฑด์„ ๊ผญ ํ™•์ธํ•ด์ฃผ์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.
        ํŒŒ์ผ์˜ค๋ฅ˜ ์ค‘๋ณต์ž๋ฃŒ ์ €์ž‘๊ถŒ ์—†์Œ ์„ค๋ช…๊ณผ ์‹ค์ œ ๋‚ด์šฉ ๋ถˆ์ผ์น˜
        ํŒŒ์ผ์˜ ๋‹ค์šด๋กœ๋“œ๊ฐ€ ์ œ๋Œ€๋กœ ๋˜์ง€ ์•Š๊ฑฐ๋‚˜ ํŒŒ์ผํ˜•์‹์— ๋งž๋Š” ํ”„๋กœ๊ทธ๋žจ์œผ๋กœ ์ •์ƒ ์ž‘๋™ํ•˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ ๋‹ค๋ฅธ ์ž๋ฃŒ์™ฟ’ 70% ์ด์ƒ ๋‚ด์šฉ์ด ์ผ์น˜ํ•˜๋Š” ๊ฒฝ์šฐ (์ค‘๋ณต์ž„์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋Š” ๊ทผ๊ฑฐ ํ•„์š”ํ•จ) ์ธํ„ฐ๋„ท์˜ ๋‹ค๋ฅธ ์‚ฌ์ดํŠธ, ์—ฐ๊ตฌ๊ธฐ๊ด€, ํ•™๊ป“, ์„œ์  ๋“ฑ์˜ ์ž๋ฃŒ๋ฅผ ๋„์šฉํ•œ ๊ฒฝ์šฐ ์ž๋ฃŒ์˜ ์„ค๋ช…๊ณผ ์‹ค์ œ ์ž๋ฃŒ์˜ ๋‚ด์šฉ์ด ์ผ์น˜ํ•˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ

    โ€œ๋Œ€ํ•œ์ž๊ธฐ๊ณต๋ช…๊ธฐ์ˆ ํ•™ํšŒ์่งโ€์˜ ๋‹ค๋ฅธ ๋…ผ๋ๅฉ๋„ ํ™•์ธํ•ด ๋ณด์„ธ์š”!

    ๋ฌธ์„œ ์ดˆ์•ˆ์„ ์ƒ์„ฑํ•ด์ฃผ๋Š” EasyAI
    ์•ˆ๋…•ํ•˜์„ธ์š”. ํ•ดํ”ผ์บ ํผ์Šค์˜ ๋ฐฉ๋Œ€ํ•œ ์ž๋ฃŒ ์ค‘์—์„œ ์„ ๋ณ„ํ•˜์—ฌ ๋‹น์‹ ๋งŒ์˜ ์ดˆ์•ˆ์„ ๋งŒ๋“ค์–ด์ฃผ๋Š” EasyAI ์ž…๋‹ˆ๋‹ค.
    ์ €๋Š” ์•„๋ž˜์™ฟ’ ๊ฐ™์ด ์ž‘์—…์„ ๋„์™ฟ’๋“œ๋ฆฝ๋‹ˆ๋‹ค.
    - ์ฃผ์ œ๋งŒ ์ž…๋ ฅํ•˜๋ฉด ๋ชฉ์ฐจ๋ถ€ํ„ฐ ๋ณธ๋ฌธ๋‚ด์šฉ๊นŒ์ง€ ์ž๋™ ์ƒ์„ฑํ•ด ๋“œ๋ฆฝ๋‹ˆ๋‹ค.
    - ์žฅ๋ฌธ์˜ ์ฝ˜ํ…์ธ ๋ฅผ ์‰ฝ๊ณ  ๋น ๋ฅด๊ฒŒ ์ž‘์„ฑํ•ด ๋“œ๋ฆฝ๋‹ˆ๋‹ค.
    - ์Šคํ† ์–ด์—์„œ ๋ฌด๋ฃŒ ์บ์‹œ๋ฅผ ๊ณ„์ •๋ณ„๋กœ 1ํšŒ ๋ฐœ๊ธ‰ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ง€๊ธˆ ๋ฐ”๋กœ ์ฒดํ—˜ํ•ด ๋ณด์„ธ์š”!
    ์ด๋Ÿฐ ์ฃผ์ œ๋“ค์„ ์ž…๋ ฅํ•ด ๋ณด์„ธ์š”.
    - ์œ ์•„์—๊ฒŒ ์ ํ•ฉํ•œ ๋ฌธํ•™์ž‘ํ’ˆ์˜ ๊ธฐ์ค€๊ณผ ํŠน์„ฑ
    - ํ•œ๊ตญ์ธ์˜ ๊ฐ€์น˜๊ด€ ์ค‘์—์„œ ์ •์‹ ์  ๊ฐ€์น˜๊ด€์„ ์ด๋ฃจ๋Š” ๊ฒƒ๋“ค์„ ๋ฌธํ™”์  ๋ฌธ๋ฒ•์œผ๋กœ ์ •๋ฆฌํ•˜๊ณ , ํ˜„๋Œ€ํ•œ๊ตญ์‚ฌํšŒ์—์„œ ์ผ์–ด๋‚˜๋Š” ์‚ฌ๊ฑด๊ณผ ์‚ฌ๊ณ ๋ฅผ ๋น„๊ตํ•˜์—ฌ ์ž์‹ ์˜ ์˜๊ฒฌ์œผ๋กœ ๊ธฐ์ˆ ํ•˜์„ธ์š”
    - ์ž‘๋ณ„์ธ์‚ฌ ๋…ํ›„๊ฐ
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