ACUTE LYMPHOBLASTIC LEUKEMIA CELL CLASSIFIER

Project information

  • Project Date: January-December 2023
  • Tech Stack: Python, TensorFlow, Keras, Scikit-learn, Tkinter UI
  • Project Presentation: [Click here]
  • Project Trailer: [Click here]
  • Project Repository: [Click here]

A classifier system that automates the classification of white blood cells into normal lymphocytes or abnormal cells resembling ALL through a stacking ensemble of convolutional neural networks which can serve as a reliable aid for pathologists in their diagnosis on patients.

Presented November 24, 2023 in the 12th IEEE Communication, Networks, and Satellite (ComNetSat) Conference (Malang, Indonesia).