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Updated: Apr 18, 2026

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
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ラジオミクスのベンチマーク機能プロジェクション方法

Aydin Demircioğlu1

  • 1Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany. aydin.demircioglu@uk-essen.de.

Scientific reports
|September 5, 2025
PubMed
まとめ

ラジオミクスの特徴選択方法は一般的に最も優れた性能ですが,NMFのような特徴投影方法は潜在性を示しています. 両方とも平均的な性能が似ており,最適な予測モデルを慎重に検討することを示唆しています.

キーワード:
特徴の投影機能の縮小機能の選択解釈性について機械学習ラジオミクス

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