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We propose an algorithm for calculating the cardiothoracic ratio (CTR) from chest X-ray films.
Erosion and Dilation
Pierre Soille · 1999
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Development of a digital image database for chest radiographs with and without a lung nodule: receiver operating characteristic analysis of radiologists’ detection of pulmonary nodules
Junji Shiraishi, Shigehiko Katsuragawa, Junpei Ikezoe, Tsuneo Matsumoto, Takeshi Kobayashi, Ken-ichi Komatsu, Mitate Matsui, Hiroshi Fujita, Yoshie Kodera, and Kunio Doi · 2000
Earlier work this paper cites.
Cardiothoracic ratio from postero-anterior chest radiographs: A simple, reproducible and independent marker of disease severity and outcome in adults with congenital heart disease
Konstantinos Dimopoulos, George Giannakoulas, Isaac Bendayan, Emmanouil Liodakis, Ricardo Petraco, Gerhard-Paul Diller, Massimo Piepoli, Lorna Swan, Michael Mullen, Nicky Best, Philip Poole-Wilson, Darrel Francis, Michael Rubens, and Michael Gatzoulis · 2011
Earlier work this paper cites.
Cardiothoracic ratio from postero-anterior chest radiographs: a simple, reproducible and independent marker of disease severity and outcome in adults with congenital heart disease
Konstantinos Dimopoulos, Georgios Giannakoulas, Isaac Bendayan, Emmanouil Liodakis, Ricardo Petraco, Gerhard-Paul Diller, Massimo F Piepoli, Lorna Swan, Michael Mullen, Nicky Best, et al · 2013
Earlier work this paper cites.
Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration
Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P Musco, Rahul K Singh, Zhiyun Xue, Alexandros Karargyris, Sameer Antani, George Thoma, and Clement J McDonald · 2013
Earlier work this paper cites.
Two public chest x-ray datasets for computer-aided screening of pulmonary diseases
Stefan Jaeger, Sema Candemir, Sameer Antani, Yì-Xiáng J Wáng, Pu-Xuan Lu, and George Thoma · 2014
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Establishing the cardiothoracic ratio using chest radiographs in an indigenous ghanaian population: a simple tool for cardiomegaly screening
YB Mensah, K Mensah, S Asiamah, H Gbadamosi, EA Idun, W Brakohiapa, and A Oddoye · 2015
Cited alongside, same era.
Survey on image segmentation techniques
Nida M. Zaitoun and Musbah J. Aqel · 2015
Cited alongside, same era.
U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Cited alongside, same era.
Automatic heart localization and radiographic index computation in chest x-rays
Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer Antani, and George Thoma · 2016
Cited alongside, same era.
Automatic estimation of heart boundaries and cardiothoracic ratio from chest x-ray images
Ahmed Dallal, Chirag Agarwal, Mohammad Arbabshirani, Aalpen Patel, and Gregory Moore · 2017
Cited alongside, same era.
Segnet: A deep convolutional encoder-decoder architecture for image segmentation
Vijay Badrinarayanan, Alex Kendall, and Roberto Cipolla · 2017
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Automatic detection of lumen and media in the ivus images using u-net with vgg16 encoder
Chirag Balakrishna, Sarshar Dadashzadeh, and Sara Soltaninejad · 2018
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Cardioxnet: Automated detection for cardiomegaly based on deep learning
Q. Que, Z. Tang, R. Wang, Z. Zeng, J. Wang, M. Chua, T. S. Gee, X. Yang, and B. Veeravalli · 2018
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Ternausnet: U-net with vgg11 encoder pre-trained on imagenet for image segmentation
Vladimir Iglovikov and Alexey Shvets · 2018
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Scan: Structure correcting adversarial network for organ segmentation in chest x-rays
Nanqing Dong Wei Dai B, Zeya Wang, Xiaodan Liang, Hao Zhang, and Eric P Xing · 2018
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Computer aided analysis of chest x-ray images for early detection of cardiomegaly using euler numbers
J Ebenezer and ACS Rao · 2017
Cited alongside, same era.
Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, and Ronald M. Summers · 2017
Cited alongside, same era.
Segmentation of lungs from chest x-rays using firefly optimized spatial fcm (fasfcm)
Ebenezer Jangam, Rahul Kumar, Rajesh Dwivedi, and Vishnu Kumar
Cited in the paper.
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Automatic cardiothoracic ratio calculation with deep learning
Zhennan Li, Zhihui Hou, Chen Chen, Zhi Hao, Yunqiang An, Sen Liang, and Bin Lu · 2019
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Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison
Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu, Silviana Ciurea-Ilcus, Chris Chute, Henrik Marklund, Behzad Haghgoo, Robyn Ball, Katie Shpanskaya, and et al · 2019
Later among the works it cites.