Attention U-Net Based Adversarial Architectures for Chest X-ray Lung Segmentation

Features of similarity

Amos Tversky · 1977

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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

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Generative adversarial nets

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014

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Two public chest X-ray datasets for computer-aided screening of pulmonary diseases

Original

Stefan Jaeger, Sema Candemir, Sameer Antani, Yì-Xiáng J Wáng, Pu-Xuan Lu, and George Thoma · 2014

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Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, and Trevor Darrell · 2015

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Semantic segmentation using adversarial networks

Original

Pauline Luc, Camille Couprie, Soumith Chintala, and Jakob Verbeek · 2016

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Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017

Cited alongside, same era.

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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Attention U-Net: Learning where to look for the pancreas

Original

Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla, Bernhard Kainz, et al · 2018

Cited alongside, same era.

Diagnostic imaging dataset statistical release

NHS England and NHS Improvement · 2019

Later among the works it cites.

Instance segmentation of anatomical structures in chest radiographs

Jie Wang, Zhigang Li, Rui Jiang, and Zhen Xie · 2019

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A novel focal Tversky loss function with improved attention U-Net for lesion segmentation

Nabila Abraham and Naimul Mefraz Khan · 2019

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An effective approach for CT lung segmentation using mask region-based convolutional neural networks

Qinhua Hu, Luís Fabrício de F Souza, Gabriel Bandeira Holanda, Shara SA Alves, Francisco Hércules dos S Silva, Tao Han, and Pedro P Rebouças Filho · 2020

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