A Deep Learning Technique For Lung Nodule Classification Based on False Positive Reduction

A novel physics-based data augmentation approach for improved robust deep learning in medical imaging: lung nodule CAD false positive reduction in CT low-dose environments

Medical Imaging 2021: Physics of Medical Imaging ◽

10.1117/12.2582126 ◽

2021 ◽

Author(s):

Muhammad W. Wahi-Anwar ◽

Nastaran Emaminejad ◽

Youngwon Choi ◽

Hyun G. Kim ◽

William Hsu ◽

...

Keyword(s):

Deep Learning ◽

Medical Imaging ◽

False Positive ◽

Low Dose ◽

Data Augmentation ◽

Lung Nodule ◽

Automatic lung nodule graph cuts segmentation with deep learning false positive reduction

10.1117/12.2251302 ◽

2017 ◽

Cited By ~ 1

Author(s):

Wenqing Sun ◽

Xia Huang ◽

Tzu-Liang Bill Tseng ◽

Wei Qian

Keyword(s):

Deep Learning ◽

False Positive ◽

Lung Nodule ◽

Graph Cuts ◽

Multiscale CNN with compound fusions for false positive reduction in lung nodule detection

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2021.102017 ◽

2021 ◽

Vol 113 ◽

pp. 102017

Author(s):

Pardha Saradhi Mittapalli ◽

Thanikaiselvan V

Keyword(s):

False Positive ◽

Lung Nodule ◽

Lung Nodule Detection ◽

False Positive Reduction ◽

Nodule Detection

Research Progress on Benign and Malignant Lung Nodule Classification Based on Deep Learning

2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC) ◽

10.1109/csrswtc50769.2020.9372585 ◽

2020 ◽

Author(s):

Lanlan Li ◽

Fusheng Yang ◽

Juan Li ◽

Bin Xu ◽

Dabiao Wang

Keyword(s):

Deep Learning ◽

Lung Nodule ◽

Research Progress ◽

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2018.2876510 ◽

2019 ◽

Vol 38 (4) ◽

pp. 991-1004 ◽

Cited By ~ 59

Author(s):

Yutong Xie ◽

Yong Xia ◽

Jianpeng Zhang ◽

Yang Song ◽

Dagan Feng ◽

...

Keyword(s):

Deep Learning ◽

Lung Nodule ◽

Chest Ct ◽

Knowledge Based ◽

Multi-view Convolutional Neural Network for lung nodule false positive reduction

Expert Systems with Applications ◽

10.1016/j.eswa.2019.113017 ◽

2020 ◽

Vol 162 ◽

pp. 113017 ◽

Cited By ~ 3

Author(s):

Salsabil Amin El-Regaily ◽

Mohammed Abdel Megeed Salem ◽

Mohamed Hassan Abdel Aziz ◽

Mohamed Ismail Roushdy

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

False Positive ◽

Lung Nodule ◽

A ℓ2, 1 norm regularized multi-kernel learning for false positive reduction in Lung nodule CAD

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2016.12.007 ◽

2017 ◽

Vol 140 ◽

pp. 211-231 ◽

Cited By ~ 7

Author(s):

Peng Cao ◽

Xiaoli Liu ◽

Jian Zhang ◽

Wei Li ◽

Dazhe Zhao ◽

...

Keyword(s):

False Positive ◽

Lung Nodule ◽

Kernel Learning ◽

False positive reduction for lung nodule CAD using support vector machines and genetic algorithms

International Congress Series ◽

10.1016/j.ics.2005.03.061 ◽

2005 ◽

Vol 1281 ◽

pp. 1109-1114 ◽

Cited By ~ 9

Author(s):

Luyin Zhao ◽

Lilla Boroczky ◽

K.P. Lee

Keyword(s):

Genetic Algorithms ◽

Support Vector Machines ◽

False Positive ◽

Lung Nodule ◽

Support Vector ◽

False Positive Reduction ◽

Vector Machines

Convolutional neural network-based PSO for lung nodule false positive reduction on CT images

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2018.05.006 ◽

2018 ◽

Vol 162 ◽

pp. 109-118 ◽

Cited By ~ 50

Author(s):

Giovanni Lucca França da Silva ◽

Thales Levi Azevedo Valente ◽

Aristófanes Corrêa Silva ◽

Anselmo Cardoso de Paiva ◽

Marcelo Gattass

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

False Positive ◽

Lung Nodule ◽

Ct Images ◽

A Novel Framework for Lung Nodule Classification with Low False Positive and High True Positive Detection Rate

Journal of Advanced Research in Dynamical and Control Systems ◽

10.5373/jardcs/v12sp3/20201383 ◽

2020 ◽

Vol 12 (SP3) ◽

pp. 1335--1344

Author(s):

Popuri Ramesh Babu

Keyword(s):

False Positive ◽

Detection Rate ◽

Lung Nodule ◽

True Positive ◽

Positive Detection Rate ◽