A review on lung carcinoma segmentation and classification using CT image based on deep learning

S Poonkodi, M Kanchana - International Journal of …, 2022 - inderscienceonline.com
Lung carcinoma was the first leading cause of death when compared to all other cancer.
Early-stage detection of a lung nodule is an important step to prevent death and to increase …

Segmentation and Feature Extraction in Lung CT Images with Deep Learning Model Architecture

R Indumathi, R Vasuki - SN Computer Science, 2023 - Springer
Recently, lung cancer is observed as the most deadly disease throughout the world with a
high mortality rate. The survival rate with lung cancer is minimal due to the difficulty in …

[PDF][PDF] Study on segmentation and prediction of lung cancer based on machine learning approaches

A Saha, R Yadav - … Journal of Experimental Research and Review, 2023 - academia.edu
Lung cancer is a dangerous disease in human health. At the early stage, lung cancer
detection provides a way to save human life. As a result, improvements in Deep Learning …

Lung Cancer Segmentation and Classification Using Integration of Convolutional Neural Network & Unet Network Over CT Images: A Deep Learning Approach

AB Mathews - … Journal of Management, Technology and Social …, 2022 - supublication.com
Purpose: Cellular breakdown in the lungs screening is a cycle that is utilized to recognize
the presence of cancer in the lungs in any case. Mostly it occurs among the elderly …

Stage Identification and Classification of Lung Cancer using Deep Convolutional Neural Network

V Prakash, VP Smitha - International Journal of Advanced …, 2020 - search.proquest.com
The performance of lung segmentation is highly dependent on disease prediction task.
Challenges for prediction and segmentation raise the need of using multiple learning …

Automatic lung carcinoma identification and classification in CT images using CNN deep learning model

R Tandon, S Agrawal, R Raghuwanshi… - … in Healthcare: A …, 2022 - Springer
Lung cancer is the most prevalent malignancy that cannot be avoided and that causes late
health care death. At now, CT scans can be used to assist physicians to diagnose early …

Lung Cancer Classification Using Deep Learning-Based Techniques

M Wahengbam, M Sriram - … on Advancements in Smart Computing and …, 2023 - Springer
Cancer is currently the most dangerous sickness the world has to cope with. Finding
malignant nodules inside the lungs is difficult, despite the fact that numerous methods have …

[PDF][PDF] Lung nodule classification using deep learning algorithm

R Srivenkatalakshmi, S Balambigai - Asian Journal of Applied Science and …, 2018 - ajast.net
Lung cancer is one of the major cause of death among people throughout the world. Early
detection of lung cancer can increase the chance of survival among people. The reason for …

Lung cancer detection from histopathological images using deep learning

RD Mohalder, KA Hossain, JP Sarkar, L Paul… - … Conference on Machine …, 2022 - Springer
Computed tomography (CT) is critical for identifying tumors and detecting lung cancer. As
was the case in the recent past, we wish to incorporate a well-educated, profound learning …

[PDF][PDF] Lung CT image recognition using deep learning techniques to detect lung cancer

P Chalasani, S Rajesh - Int. J. Emerg. Trends Eng. Res., 2020 - academia.edu
Now a days, The digital image recognition techniques are extensively used in a couple of
therapeutic domains for image improvement in earlier division and treatment stages, where …