Hybrid Inception v3 XGBoost Model for Acute Lymphoblastic Leukemia Classification

<table class="algorithm-group"><tr><td><table class="algorithm" id="alg1"><tr><td colspan="2">Input: A microscopic WBC image M</td></tr><tr><td colspan="2">Output: Pre-processed image Mt</td></tr><tr><td colspan="2">Procedure(1)Mcropped = CenterCropped (M)(2)Mresized = Resizing (Mcropped)(3)Mflipped = HorizontalFlip (Mresized)(4)Mflipped = VerticalFlip (Mflipped)(5)Mrotated = Rotate (Mflipped)(6)Mcutout = Cutout (Mrotated)(7)Mnormalized = ImageNetNormalization (Mcutout)(8)Mt = ToTensor (Mnormalized)</td></tr></table></td></tr></table>

<div> Data preprocessing in training.</div>

Computational and Mathematical Methods in Medicine

alg1

Algorithm 1

Algorithm 1: Hybrid Inception v3 XGBoost Model for Acute Lymphoblastic Leukemia Classification 