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Updated: Jul 14, 2026

Chromogenic In Situ Hybridization as a Tool for HPV-Related Head and Neck Cancer Diagnosis
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新規ハイブリッドアプローチを用いた子宮頸がん分類

Jheelam Mondal1, Rajdeep Chatterjee1, Mahendra Kumar Gourisaria1

  • 1School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar, Odisha, India.

Frontiers in oncology
|December 22, 2025
PubMed
まとめ

新しいディープラーニングモデルCASPNetは、子宮頸部細胞を健康または悪性と正確に分類します。このコンテキストアテンションおよび空間プーリングネットワークは、早期のがん検出を改善する97.07%の精度を達成します。

キーワード:
子宮頸がん画像分類ハイブリッドモデル医用画像解析ビジョントランスフォーマー

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Combination Therapies and Personalized Medicine02:50

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Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...