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ML / DL
Lung-Cancer-Classification-Using-Multimodal-Image-Analysis
Machine learning project for classifying lung cancer images with CNNs and transfer learning.
Computer VisionDeep LearningHealthTechPython
The Problem
Early detection of lung cancer is critical but manually intensive for radiologists.
The Solution
Implemented a deep learning model to classify lung cancer types using multimodal medical imaging with transfer learning and CNNs.
Key Features
•Multimodal image processing
•High-accuracy classification
•Efficient inference
•Transfer Learning
Impact
Improved diagnostic assistance
95%+ F1-score in classification
Learnings
Deepened expertise in medical image analysis and multimodal deep learning.