Building an AI-Powered Leukemia Detection System: A Step-by-Step Guide

Building an AI for Leukemia Detection: An End-to-End Guide Introduction Leukemia is a severe blood cancer that requires early detection for better patient outcomes. Fortunately, advancements in machine learning and AI have made it possible to develop automated leukemia detection systems from cell images. In this blog post, I will share how to build a leukemia AI detection system from scratch, covering everything from data acquisition to model deployment. Data Acquisition and Processing Data Source This project utilizes the ISBI 2019 Leukemia Cell Image Dataset provided by Anubha Gupta et al. The dataset contains microscopic images of acute lymphoblastic leukemia …