Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness

Author:

Czajkowska Joanna,Badura Pawel,Korzekwa Szymon,Płatkowska-Szczerek Anna

Funder

Silesian University of Technology

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference61 articles.

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2. Badura, P., Kawa, J., Czajkowska, J., Rudzki, M., Pietka, E., 2011. Fuzzy connectedness in segmentation of medical images. A look at the pros and cons. In: International Conference on Fuzzy Computation Theory and Applications (FCTA 2011), pp. 486–492. 10.5220/0003670904860492.

3. A novel framework for improving pulse-coupled neural networks with fuzzy connectedness for medical image segmentation;Bai;IEEE Access,2020

4. Nevus sebaceus of jadassohn - high frequency ultrasound imaging and videodermoscopy examination. case presentation;Bezugly;Med. Pharm. Rep.,2020

5. Application of high frequency ultrasound in dermatology;Bhatta;Discov. Med.,2018

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