Classification of Normal versus Pneumonia from Chest X-ray Using and AI Model

Authors

Tassadit Lounes, CUNY New York City College of TechnologyFollow

Document Type

Poster

Publication Date

5-4-2023

Abstract

Hypothesis: Deep learning (DL) algorithms, in particular convolutional neural networks (CNNs), have recently been used to address a number of medical-imaging problems, such as pneumonia detection using chest X-ray, and determining the aggressiveness prostate cancer using magnetic resonance images (MRI). They have become the technique of choice in computer vision and they are the most successful type of model for image analysis.

Comments

This poster, second place winner for STEM individual projects, was presented at the 38th Semi-Annual Dr. Janet Liou-Mark Honors & Undergraduate Research Poster Presentation, May 4, 2023. Mentor: Prof. Pegah Khosravi (Biological Sciences).