Medical Image Segmentation by Deep Learning: Application Case to Brain Tumors with an Optimized U-Net Architecture

• الفئة :

    كتب علمية

• الإسم الكامل للمؤلف (ين):

    Dr. MERATI Medjeded

• الرقم الدولي المعياري للكتاب (ISBN) :

    978-9969-05-936-6

• عدد الصفحات :

    76

• الميدان :

    إعلام آلي

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: ملخص

This book tackles a key problem in brain cancer diagnosis by introducing a refined version of the well-known U-Net model. The method extends the architecture developed by M. Merati, A. Z. Lebani, and S. Mahmoudi, which reached a Dice score of 95.82% and an IoU of 99.61%. These results surpass the standard U-Net and other reported models.