Glaucoma detection using entropy sampling and ensemble learning for automatic optic cup and disc segmentation

详细信息    查看全文

• 作者：Julian Zilly^aAuthor Vitae ; Joachim M. Buhmann^bAuthor Vitae ; Dwarikanath Mahapatra^b ; ^{dwarikanath.mahapatra@inf.ethz.ch}Author Vitae
• 关键词：Optic cup ; Optic disc ; Segmentation ; Glaucoma ; Ensemble learning ; CNN ; Boosting
• 刊名：Computerized Medical Imaging and Graphics
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：55
• 期：Complete
• 页码：28-41
• 全文大小：3193 K
• 卷排序：55

文摘

An ensemble learning based architecture to learn convolutional filters. Use of boosting as a computationally efficient learning framework. Accurate networks learned from few sample data.