Deep learning techniques for biomedical image classification

• Main Author: Nguyen, Duc Long
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering; DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/75368
• Institution: Nanyang Technological University

Deep convolutional neural networks (deep CNNs) is currently the state-of-the-art methods for image classification. In biomedical image field, deep learning can be used with transfer learning to address the problem of small training datasets. For deep CNNs that are pretrained on large image datase...