Regression to Classification: Ordinal Prediction of Calcified Vessels Using Customized ResNet50

Author:

Asma-Ull Hosna1ORCID,Yun Il Dong1ORCID,Yun Bo La2ORCID

Affiliation:

1. Department of Computer and Electronic Systems Engineering, Hankuk University of Foreign Studies, Yongin, South Korea

2. Department of Radiology, Seoul National University Bundang Hospital, Seongnam, South Korea

Funder

Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science, Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference50 articles.

1. Detection of Arterial Calcification in Mammograms by Random Walks

2. Identification of breast vascular calcium deposition in digital mammography by linear structure analysis

3. Deep neural networks segment neuronal membranes in electron microscopy images;ciresan;Proc Adv Neural Inf Process Syst,2012

4. Prediction of subclinical coronary artery disease with breast arterial calcification and low bone mass in asymptomatic women;chun,2018

5. Automated Delineation of Calcified Vessels in Mammography by Tracking With Uncertainty and Graphical Linking Techniques

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