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Build a CNN from Scratch to Detect and Localize Brain Tumors Using MRI Scans | Python, AI, ML

Albert Mends

2024. 2. 4.

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  • ๐Ÿง  ์ด๋ฒˆ ํ”„๋กœ์ ํŠธ๋Š” ๋”ฅ๋Ÿฌ๋‹์„ ํ™œ์šฉํ•˜์—ฌ ๋‡Œ์˜์ƒ ๋ฐ์ดํ„ฐ์—์„œ ์ข…์–‘์„ ํƒ์ง€ํ•˜๊ณ  ์œ„์น˜๋ฅผ ํŒŒ์•…ํ•˜๋Š” ๋ชจ๋ธ์„ ๊ตฌ์ถ•ํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๐Ÿค”

  • ๐Ÿ“Š MRI ์ด๋ฏธ์ง€ ๋ฐ์ดํ„ฐ์…‹์—์„œ ์ข…์–‘์ด ์žˆ๋Š” ์ด๋ฏธ์ง€์™€ ์—†๋Š” ์ด๋ฏธ์ง€์˜ ๋ถ„ํฌ๋ฅผ ํŒŒ์•…ํ•˜๊ธฐ ์œ„ํ•ด plotly ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์‹œ๊ฐํ™”ํ•ฉ๋‹ˆ๋‹ค. ๐Ÿ“ˆ

  • ๐Ÿงช MRI ์ด๋ฏธ์ง€์—์„œ ํฐ์ƒ‰๊ณผ ๊ฒ€์€์ƒ‰ ์ƒ‰์ƒ์„ ํ†ตํ•ด ์ข…์–‘๊ณผ ๊ฑด๊ฐ•ํ•œ ์กฐ์ง์„ ๋ถ„๋ฅ˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๐Ÿฉบ

  • โœจ Image Segmentation์„ ํ†ตํ•ด ๋‡Œ ์˜์ƒ์—์„œ ์ •ํ™•ํ•œ ์ข…์–‘ ์œ„์น˜๋ฅผ ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๐ŸŽฏ

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