Deep Learning Models for Medical Imaging (Paperback)

Deep Learning Models for Medical Imaging (Paperback)

作者: Santosh Kc Das Nibaran Ghosh Swarnendu
出版社: Academic Press
出版在: 2021-09-08
ISBN-13: 9780128235041
ISBN-10: 0128235047
裝訂格式: Quality Paper - also called trade paper
總頁數: 172 頁





內容描述


Deep Learning Models for Medical Imaging explains the concepts of Deep Learning (DL) and its importance in medical imaging and/or healthcare using two different case studies: a) cytology image analysis and b) coronavirus (COVID-19) prediction, screening, and decision-making, using publicly available datasets in their respective experiments. Of many DL models, custom Convolutional Neural Network (CNN), ResNet, InceptionNet and DenseNet are used. The results follow 'with' and 'without' transfer learning (including different optimization solutions), in addition to the use of data augmentation and ensemble networks. DL models for medical imaging are suitable for a wide range of readers starting from early career research scholars, professors/scientists to industrialists.




相關書籍

MATLAB 2018數學計算與工程分析從入門到精通

作者 甘勤濤;程政田;胡仁喜

2021-09-08

管理數學與 Python:數據分析的必修課

作者 何宗武

2021-09-08

Machine Learning, Design of Experiments and Statistical Process Control Using MATLAB

作者 Karter J.

2021-09-08







2
2
2