PROJECT / CNN diagnostics for healthcare
Computer Vision for Medical Imaging
CNN based classification models for brain tumor detection and diabetic retinopathy screening from medical scans, built with TensorFlow using transfer learning.
Illustrative architecture
- Task
- Classification
- Targets
- Tumor + retinopathy
- Framework
- TensorFlow
Selected engineering work by Muhammad Mubashir, showcased by Retrieva Labs. Figures and scope reflect the existing project notes. The evidence section explains what is available to review.
A useful outcome starts here.
CNN based classification models for brain tumor detection and diabetic retinopathy screening from medical scans, built with TensorFlow using transfer learning.
Project notes, with context.
This project overview is drawn from the existing portfolio notes. Client source code, demonstrations and evaluation artifacts are not published here.