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Updated: Sep 10, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
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トポロジカルインデックスと機械学習による骨癌薬の性質の予測

W Eltayeb Ahmed1, Muhammad Farhan Hanif2, Ebraheem Alzahrani3

  • 1Department of Mathematics and Statistics, College of Science, Imam Muhammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.

Scientific reports
|August 24, 2025
PubMed
まとめ

この研究は,抗がん薬の性質を予測するために,近隣度に基づくトポロジカルインデックスを使用します. 四角型およびランダムフォレストモデルは,薬剤反応指標の強力な予測性能を示しています.

キーワード:
骨がん薬化学グラフ理論隣人レベルQSPR についてランダムな森林回帰モデルトポロジカル・インデックス

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Classification of Bones01:18

Classification of Bones

The bones of the human skeletal system are of varied shapes, sizes, and functions. They can be classified based on their shape and function into four major classes: long bones, short bones, flat bones, and irregular bones. Some classifications include a fifth type, the sesamoid bones, as a separate class, whereas others categorize them under short bones.
Long and Short Bones
The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The...
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