Deep 3D Convolutional Neural Network for Automated Lung Cancer Diagnosis

Lecture Notes in Networks and Systems - Computing and Network Sustainability ◽

10.1007/978-981-13-7150-9_16 ◽

2019 ◽

pp. 157-165

Author(s):

Sumita Mishra ◽

Naresh Kumar Chaudhary ◽

Pallavi Asthana ◽

Anil Kumar

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Convolutional Neural Network ◽

Cancer Diagnosis ◽

Lung Cancer Diagnosis

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ROI-based feature learning for efficient true positive prediction using convolutional neural network for lung cancer diagnosis

Neural Computing and Applications ◽

10.1007/s00521-020-04787-w ◽

2020 ◽

Vol 32 (20) ◽

pp. 15989-16009 ◽

Cited By ~ 1

Author(s):

Supriya Suresh ◽

Subaji Mohan

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Convolutional Neural Network ◽

Cancer Diagnosis ◽

Feature Learning ◽

True Positive ◽

Positive Prediction ◽

Lung Cancer Diagnosis ◽

True Positive Prediction

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Classify and Explain: An Interpretable Convolutional Neural Network For Lung Cancer Diagnosis

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9054605 ◽

2020 ◽

Author(s):

Yaowei Li ◽

Donghao Gu ◽

Zhaojing Wen ◽

Feng Jiang ◽

Shaohui Liu

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Convolutional Neural Network ◽

Cancer Diagnosis ◽

Lung Cancer Diagnosis

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Lung cancer diagnosis with quantitative DIC microscopy and a deep convolutional neural network

Biomedical Optics Express ◽

10.1364/boe.10.002446 ◽

2019 ◽

Vol 10 (5) ◽

pp. 2446 ◽

Cited By ~ 1

Author(s):

Longfei Zheng ◽

Kangyuan Yu ◽

Shuangshuang Cai ◽

Yu Wang ◽

Bixin Zeng ◽

...

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Convolutional Neural Network ◽

Cancer Diagnosis ◽

Deep Convolutional Neural Network ◽

Lung Cancer Diagnosis ◽

Dic Microscopy

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Analysis of Architecture Combining Convolutional Neural Network (CNN) and Kernel K-Means Clustering for Lung Cancer Diagnosis

International Journal on Advanced Science Engineering and Information Technology ◽

10.18517/ijaseit.10.3.12113 ◽

2020 ◽

Vol 10 (3) ◽

pp. 1200

Author(s):

Zuherman Rustam ◽

Sri Hartini ◽

Rivan Y. Pratama ◽

Reyhan E. Yunus ◽

Rahmat Hidayat

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Convolutional Neural Network ◽

Cancer Diagnosis ◽

Lung Cancer Diagnosis

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Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis

Image Analysis for Moving Organ, Breast, and Thoracic Images - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00946-5_30 ◽

2018 ◽

pp. 302-309 ◽

Cited By ~ 1

Author(s):

Charles Hatt ◽

Craig Galban ◽

Wassim Labaki ◽

Ella Kazerooni ◽

David Lynch ◽

...

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Convolutional Neural Network ◽

Cancer Diagnosis ◽

Lung Cancer Diagnosis

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Deep Neural Network Based Classifier Model for Lung Cancer Diagnosis and Prediction System in Healthcare Informatics

Intelligent Data Communication Technologies and Internet of Things - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-34080-3_56 ◽

2019 ◽

pp. 492-499 ◽

Cited By ~ 1

Author(s):

D. Jayaraj ◽

S. Sathiamoorthy

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Cancer Diagnosis ◽

Deep Neural Network ◽

Prediction System ◽

Healthcare Informatics ◽

Lung Cancer Diagnosis

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Comparison of Hopfield Neural Network and mean shift algorithm in segmenting sputum color images for lung Cancer Diagnosis

2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS) ◽

10.1109/icecs.2013.6815498 ◽

2013 ◽

Cited By ~ 1

Author(s):

Fatma Taher ◽

Naoufel Werghi ◽

Hussain Al-Ahmad

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Cancer Diagnosis ◽

Mean Shift ◽

Hopfield Neural Network ◽

Color Images ◽

Mean Shift Algorithm ◽

Lung Cancer Diagnosis

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Lung Cancer Diagnosis Based on Chan-Vese Active Contour and Polynomial Neural Network

Procedia Computer Science ◽

10.1016/j.procs.2021.10.056 ◽

2021 ◽

Vol 194 ◽

pp. 22-31

Author(s):

Kamel Hussein Rahouma ◽

Shahenda Mahmoud Mabrouk ◽

Mohamed Aouf

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Cancer Diagnosis ◽

Active Contour ◽

Lung Cancer Diagnosis ◽

Polynomial Neural Network

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Neural Network for Lung Cancer Diagnosis

Intelligent Systems Reference Library - Advanced Machine Learning Approaches in Cancer Prognosis ◽

10.1007/978-3-030-71975-3_4 ◽

2021 ◽

pp. 111-127

Author(s):

T. Maria Patricia Peeris ◽

P. Brundha ◽

C. Gopala Krishnan

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Cancer Diagnosis ◽

Lung Cancer Diagnosis

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Lung Cancer Diagnosis using Transfer Learning

International Journal of Scientific Research and Management ◽

10.18535/ijsrm/v9i11.ec02 ◽

2021 ◽

Vol 9 (11) ◽

pp. 621-634

Author(s):

Aashka Mohite

Keyword(s):

Neural Network ◽

Lung Cancer ◽

Transfer Learning ◽

Cancer Diagnosis ◽

Chronic Condition ◽

Death Rate ◽

Ct Scans ◽

Lung Cancer Diagnosis ◽

Learning Architectures ◽

Lung Ct

Lung cancer is unquestionably a lung-influencing chronic condition that significantly hampers the respiratory system. It is the second most dangerous disease which causes increase in death rate. To resolve this issue, we had planned to create a very Convolutional Neural Network using Transfer learning to specifically classify the lungs CT scans as normal, malignant, or benign in a subtle way. A dataset of 1100 lung CT scans is used for this purpose. For the most part, five Transfer Learning architectures are compared extensively in this classification such as MobileNet, VGG16, VGG19, DenseNet-201 and ResNet-101. Out of which, DenseNet-201 performed the best. The proposed strategy achieved a mean accuracy of 53 percent in the trials and 43% of mean F1-score, mean precision and mean recall.

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