Anomaly Detection in Medical Images: Python, TF, and PyTorch
Skills: Machine Learning, Deep Learning, Data Augmentation, Image Augmentation
Description: Medical imaging is a critical field that allows healthcare professionals to see inside the human body to detect, diagnose, and treat diseases. It has revolutionized the field of medicine and improved the quality of healthcare delivery. However, the task of analyzing these images is still largely manual, requiring specialized knowledge and skill from radiologists.
In this project, I built a deep learning model that automatically detects abnormalities in these images to save a significant amount of time and improve the accuracy of diagnoses.