Automated Medical Image Analysis for Radiology

Tags
Computer Vision, CNN, Medical AI, TensorFlow, Image Segmentation, DICOM, Healthcare, Deep Learning, Radiology
Solutions
1
Published
2025-07-08

Problem

Deep learning solution for automated detection of abnormalities in X-rays, CT scans, and MRI images. Assists radiologists with preliminary screening and reduces diagnostic time by 60%.

Solutions

  • CNN-Based Medical Image Classification (TensorFlow, ResNet, DICOM, OpenCV, CUDA, Docker) – Deep learning solution using ResNet architecture for automated detection of pneumonia, fractures, and tumors in medical images with DICOM integration.

All AI use cases · Deploy an AI stack