A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin-Reference-Cited by-同舟云学术

A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin

Published:2018 Issue: Volume: Page:292-299
ISSN:0302-9743
Container-title:Medical Image Computing and Computer Assisted Intervention – MICCAI 2018
language:
Short-container-title:

Author:

Bozkurt Alican,Kose Kivanc,Alessi-Fox Christi,Gill Melissa,Dy Jennifer,Brooks Dana,Rajadhyaksha Milind

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-030-00934-2_33

Reference15 articles.

1. Badrinarayanan, V., Kendall, A., Cipolla, R.: SegNet: a deep convolutional encoder-decoder architecture for image segmentation. IEEE Trans. Patt. Anal. Mach. Intell. 39(12), 2481–2495 (2017)

2. Chen, L.-C., Papandreou, G., Kokkinos, I., Murphy, K., Yuille, A.L.: DeepLab: semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected CRFs. arXiv preprint arXiv:1606.00915 (2016)

3. Chollet, F.: Keras (2015). https://github.com/fchollet/keras

4. Dice, L.R.: Measures of the amount of ecologic association between species. Ecology 26(3), 297–302 (1945)

5. Lecture Notes in Computer Science;AP Harrison,2017

Cited by 16 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. DermoGAN: multi-task cycle generative adversarial networks for unsupervised automatic cell identification on in-vivo reflectance confocal microscopy images of the human epidermis;Journal of Biomedical Optics;2024-08-02

2. A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification;Neural Computing and Applications;2023-12-10

3. Age‐dependent changes in epidermal architecture explored using an automated image analysis algorithm on in vivo reflectance confocal microscopy images;Skin Research and Technology;2023-05

4. Deep learning on reflectance confocal microscopy improves Raman spectral diagnosis of basal cell carcinoma;Journal of Biomedical Optics;2022-06-30

5. Artificial Intelligence-Based Approaches to Reflectance Confocal Microscopy Image Analysis in Dermatology;Journal of Clinical Medicine;2022-01-14