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Updated: Sep 9, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

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DeepLabV3+を用いた結腸鏡画像におけるポリプのセグメンテーション

Al Mohimanul Islam1, Sadia Shakiba Bhuiyan1, Mysun Mashira1

  • 1Department of Computer Science and Engineering, United International University, Dhaka, Bangladesh.

Computers in biology and medicine
|August 28, 2025
PubMed
まとめ

この研究は,コロノスコピーの画像におけるポリプの正確なセグメンテーションのための強化されたDeepLabv3++モデルを導入します. 改善されたモデルは,分断の誤差を大幅に減らし,大腸がんの早期発見を助けます.

キーワード:
注意を集めるコロノスコピーの画像ディープラボV3+EfficientNetV2S についてマルチスケール機能抽出ポリプのセグメンテーション

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