Chest Cancer Classification

• Tech Stack:
• Language: Python
• Packages: Pytorch, restnet, CI-CD, AWS
• Github URL: Project Link

The Chest Cancer Prediction Project employs machine learning to address a classification problem, predicting the presence of chest-related cancers (e.g., lung or breast cancer) using medical imaging data like X-rays or CT scans. A classification model, trained on a labeled dataset of images, distinguishes between cancerous and non-cancerous cases by identifying key features and patterns. Designed to support healthcare professionals, the project enhances early detection accuracy, speeds up diagnosis, and improves patient outcomes. This efficient, scalable solution aids medical facilities in prioritizing high-risk cases and optimizing oncology processes.