Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder

A Shaffie, A Soliman, V Van Berkel… - 2022 26th International …, 2022 - ieeexplore.ieee.org
The most critical steps to improve the clinical management of the lung cancer are the early
detection and the accurate diagnosis. In this study, an automated system for lung cancer …

A novel framework for accurate and non-invasive pulmonary nodule diagnosis by integrating texture and contour descriptors

A Shaffie, A Soliman, HA Khalifeh… - 2021 IEEE 18th …, 2021 - ieeexplore.ieee.org
An accurate computer aided diagnostic (CAD) system is very significant and critical for early
detection of lung cancer. A new framework for lung nodule classification is proposed in this …

[PDF][PDF] Automated Lung Cancer Diagnosis Using Artificial Intelligence

BS DINESHCHANDRA - 2022 - gtusitecirculars.s3.amazonaws.com
Lung cancer has the greatest mortality rate of all cancers due to the fact that it is diagnosed
at a much later stage. The early signs of lung cancer can be accomplished by detecting …

A novel autoencoder-based diagnostic system for early assessment of lung cancer

A Shaffie, A Soliman, M Ghazal, F Taher… - 2018 25th IEEE …, 2018 - ieeexplore.ieee.org
A novel framework for the classification of lung nodules using computed tomography (CT)
scans is proposed in this paper. To get an accurate diagnosis of the detected lung nodules …

On the integration of ct-derived features for accurate detection of lung cancer

A Shaffie, A Soliman, HA Khalifeh… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Lung cancer is one of the unsafe maladies that reason enormous disease passing around
the world. Early and accurate detection of lung cancer is the main conceivable approach to …

Computer-assisted image processing system for early assessment of lung nodule malignancy

A Shaffie, A Soliman, A Eledkawy, V van Berkel… - Cancers, 2022 - mdpi.com
Simple Summary Lung cancer is the second most common cancer in men after prostate
cancer and in women after breast cancer, but it is the leading cause of cancer death among …

Efficient lung nodule classification using transferable texture convolutional neural network

I Ali, M Muzammil, IU Haq, M Amir, S Abdullah - Ieee Access, 2020 - ieeexplore.ieee.org
Lung nodules are vital indicators for the presence of lung cancer. An early detection
enhances the survival rate of the patient by starting treatment at the right time. The detection …

Feature representation using deep autoencoder for lung nodule image classification

K Mao, R Tang, X Wang, W Zhang, H Wu - Complexity, 2018 - Wiley Online Library
This paper focuses on the problem of lung nodule image classification, which plays a key
role in lung cancer early diagnosis. In this work, we propose a novel model for lung nodule …

A Comprehensive Framework For Accurate Classification of Pulmonary Nodules

A Shaffie, A Soliman, HA Khalifeh… - … on Image Processing …, 2020 - ieeexplore.ieee.org
A precise computerized lung nodule diagnosis framework is very important for helping
radiologists to diagnose lung nodules at an early stage. In this manuscript, a novel system …

A Computer‐Aided Pipeline for Automatic Lung Cancer Classification on Computed Tomography Scans

E Dandıl - Journal of healthcare engineering, 2018 - Wiley Online Library
Lung cancer is one of the most common cancer types. For the survival of the patient, early
detection of lung cancer with the best treatment method is crucial. In this study, we propose a …