Hybrid Inception v3 XGBoost Model for Acute Lymphoblastic Leukemia Classification

<table class="algorithm-group"><tr><td><table class="algorithm" id="alg2"><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 = CenterCroppe (M)(2)Mresized = Resizin (Mcropped)(3)Mnormalized = ImageNetNormalizatio (Mcutout)(4)Mt = ToTensor (Mnormalized)</td></tr></table></td></tr></table>

<div> Data preprocessing in validation/testing.</div>

Computational and Mathematical Methods in Medicine

alg2

Algorithm 2

Algorithm 2: Hybrid Inception v3 XGBoost Model for Acute Lymphoblastic Leukemia Classification 