Less-Supervised Segmentation with Cnns: Scenarios, Models and Optimization

Less-Supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main approaches and state-of-the-art models and includes a broad array of applications in medical image segmentation, including healthcare, oncology, cardiology and neuroimaging. A key objective is to make this...

• Format: Paperback
• Language: English
• ISBN: 0323956742
• ISBN13: 9780323956741
• Release Date: December 2028
• Publisher: Academic Press
• Length: 275 Pages