Publications by authors named "Durgansh Sharma"
Medicina (Kaunas)
January 2023
Article Synopsis
- Medical image segmentation is more challenging than regular image segmentation due to the complexity of medical images and the difficulty in distinguishing between tumorous and non-tumorous cells.
- The proposed solution is a deep convolutional generative adversarial network designed specifically for tumor segmentation in brain MRI images, featuring a generator and a discriminator to enhance local information extraction.
- Experimental results show significant improvements in segmentation accuracy, achieving a 97% accuracy rate and low loss, indicating the model's effectiveness in distinguishing between tumorous and benign tissues.
