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Updated: Feb 14, 2026

Supervised Machine Learning for Semi-Quantification of Extracellular DNA in Glomerulonephritis
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Supervised Machine Learning for Semi-Quantification of Extracellular DNA in Glomerulonephritis

Published on: June 18, 2020

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半監督医療画像セグメンテーションのデコーダーヘッド解離による非対称共トレーニング

Yuxin Tian, Muhan Shi, Jianxun Li

    IEEE journal of biomedical and health informatics
    |February 12, 2026
    PubMed
    まとめ

    アシンメトリックコートレーニング (AsyCo) は,注釈コストを削減することにより,医療画像のセグメンテーションを強化します. この方法は予測の多様性とトレーニングの安定性を向上させ,ラベルが付いていないデータでより信頼性の高い結果をもたらします.

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