I will develop ai solutions for medical image analysis research and fyp

Are you looking for an expert in Medical Imaging AI, deep learning, and computer vision for disease detection, medical image classification, segmentation, heatmap generation, research projects, or FYPs? I provide high-quality AI solutions for healthcare imaging analysis using advanced models and optimized pipelines.

I specialize in medical image processing, including tumor detection, lesion segmentation, organ segmentation, abnormality detection, and explainable AI (Grad-CAM heatmaps). I also support research implementation, model comparison, dataset preprocessing, augmentation, training, testing, and performance evaluation.

I work with multiple modalities such as X-ray, MRI, CT Scan, Ultrasound, histopathology, retinal imaging, and skin lesion datasets. My solutions are suitable for students, researchers, startups, and healthcare AI applications.

You will receive clean, structured Python code, trained deep learning models, evaluation metrics, visualization outputs, and proper documentation. I use PyTorch, TensorFlow, OpenCV, MONAI, nnU-Net, U-Net, CNNs, and transformer-based architectures for accurate and scalable results.

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