Differential diagnosis of squamous cell carcinoma in situ using skin histopathological images
详细信息 查看全文
- 作者：Navid Noroozi ; n_noroozi@sbu.ac.ir" class="auth_mail" title="E-mail the corresponding author ; navid61ir@yahoo.com" class="auth_mail" title="E-mail the corresponding author ; Ali Zakerolhosseini
- 关键词：Skin cancer ; Cutaneous squamous cell carcinoma ; Actinic keratosis ; Differential diagnosis ; Classification
- 刊名：Computers in Biology and Medicine
- 出版年：2016
- 出版时间：1 March 2016
- 年：2016
- 卷：70
- 期：Complete
- 页码：23-39
- 全文大小：22521 K
文摘
- •
A method for computer assisted diagnosis of squamous cell carcinoma in situ is presented.
- •
The method provides the pathologists a second consultative opinion in evaluating histopathological samples.
- •
In this algorithm, active contours, connected component analysis and sample-frequency distribution are used for recognition.
- •
The results of the study are in agreement with the gold standards provided by expert pathologists.