FPT Software developed the solution using machine learning/deep learning (AI) to identify and diagnose lung cancer, skin diseases, muscle and fat measurement, and more through CT images.
- Medical image processing
- Bone suppression
- 3D/4D image processing
- Deep learning/machine learning
- Image segmentation
- Imaging diagnosis
- Medical image quality improvement
- Define problems from customers and propose solutions
- Implement PoC and evaluate and improve solutions
- Diabetic retinopathy (DR) is a long-term diabetes associate with eye disease.
- If DR can be detected within a certain period of time, it can delay or avoid progression to vision impairment.
Scope and Results
- Provide optimal deep learning model
- Add position information to that model and do analysis to improve accuracy
- Propose new method for acquiring and labeling learning data.
TensorFlow 1.5 (AI), OpenCV 3.4, MaskRCNN, KNN