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Updated: May 26, 2026

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
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AdaptiveInvolutionNet: 乳房MRI腫瘍の分類のためのチャネルに配慮した空間的に適応するインヴォルション

Saeed Alqahtani1, Khaled Alqahtani2, Faisal Alshomrani3

  • 1Radiological Sciences Department, College of Applied Medical Sciences, Najran University, Najran, Kingdom of Saudi Arabia.

PloS one
|February 19, 2026
PubMed
まとめ

AdaptiveInvolutionNet (AIN) は,アダプティブ・スペース・フィーチャーとチャネル・アテンションを使用して,乳がんの分類を改善しています. このディープラーニングモデルは97%の精度を達成し,コンピュータ支援の乳がん検出のための信頼できるツールを提供します.

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Adaptive Mechanisms in Cancer Cells02:53

Adaptive Mechanisms in Cancer Cells

Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...