歯科用X線写真の単一クリック自動フラクタル分析: 伝統的なImageJ法による比較評価
1Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, Sivas Cumhuriyet University, Atatürk Blv. 1B, 58040, Mehmetpaşa, Merkez, Sivas, Turkey. yunusbalel@hotmail.com.
BMC oral health
|August 24, 2025
まとめ
歯科用X線写真のための新しい自動化されたフラクタル分析ツールは,分析時間を劇的に短縮し,従来の方法と比較してエラーを減らすことができます. この技術革新は 歯科研究の効率と正確さを高めています
科学分野:
- 歯科放射線科
- 画像分析
- バイオメディカルエンジニアリング
背景:
- フラクタル分析は 歯科放射線写真における複雑な構造を定量化するための貴重なツールです
- フラクタル分析の伝統的な方法は多くの場合時間がかかり,誤りやすいです.
研究 の 目的:
- 歯科用X線写真用の単一クリック自動フラクタル分析モジュールを開発し,検証する.
- 自動モジュールの効率と精度を,クラシックな ImageJ 方法と比較する.
主な方法:
- 予備的な研究では,オープンアクセスデータセットから10のオートポントモグラフィック画像を使用しました.
- フラクタル分析は,ImageJと自動化モジュールの両方を用いて100の領域で行われました.
- 精度,時間効率,エラー率なども重要だった.
主要な成果:
- 自動モジュールはフラクタル次元値の最小の差 (0.057 ± 0.076) を示した.
- 分析時間は717. 6s (ImageJ) から 31. 3sに大幅に短縮されました.
- 誤差率は29 (ImageJ) から1に減った.
結論:
- 自動化されたフラクタル分析モジュールは,歯科用X線写真の効率と精度を大幅に改善します.
- このツールは歯科研究を効率化し,より大きな研究を可能にし,データの信頼性を向上させる可能性があります.
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