An End-to-End Lightweight Multi-Scale CNN for the Classification of Lung and Colon Cancer with XAI Integration
To effectively treat lung and colon cancer and save lives, early and accurate identification is
essential. Conventional diagnosis takes a long time and requires the manual expertise of …
essential. Conventional diagnosis takes a long time and requires the manual expertise of …
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning
Cancer is a fatal disease caused by a combination of genetic diseases and a variety of
biochemical abnormalities. Lung and colon cancer have emerged as two of the leading …
biochemical abnormalities. Lung and colon cancer have emerged as two of the leading …
A novel hybrid model for lung and colon cancer detection using pre-trained deep learning and KELM
J Gowthamy, S Ramesh - Expert Systems with Applications, 2024 - Elsevier
Cancer poses a significant threat to life due to its aggressive nature, high potential for
metastasis, and heterogeneity. Globally, both the men and women are mostly affected by …
metastasis, and heterogeneity. Globally, both the men and women are mostly affected by …
Classification of lung and colon cancer using deep learning method
Cancer seems to have a significantly high mortality rate as a result of its aggressiveness,
significant propensity for metastasis, and heterogeneity. One of the most common types of …
significant propensity for metastasis, and heterogeneity. One of the most common types of …
A machine learning approach to diagnosing lung and colon cancer using a deep learning-based classification framework
The field of Medicine and Healthcare has attained revolutionary advancements in the last
forty years. Within this period, the actual reasons behind numerous diseases were unveiled …
forty years. Within this period, the actual reasons behind numerous diseases were unveiled …
A survey on convolutional neural network (deep-learning technique)-based lung cancer detection
LN Gumma, R Thiruvengatanadhan, LN Kurakula… - SN Computer …, 2022 - Springer
Lung cancer is a malignant disease caused due to over-consumption of tobacco and
cigarettes. In lung region, the unmanageable growth of cells will affect the human's survival …
cigarettes. In lung region, the unmanageable growth of cells will affect the human's survival …
Multi-class Classification of Colon and Lung Cancer using Deep Convolution Neural Network
Lung and colon cancers are among the most common forms of the disease. The key to
effective treatment and long-term patient survival is a prompt and precise diagnosis …
effective treatment and long-term patient survival is a prompt and precise diagnosis …
ELCD-NSC2: a novel early lung cancer detection and non-small cell classification framework
The survival rate of lung cancer relies significantly on how far the disease has spread when
it is detected, how it reacts to the treatment, the patient's overall health, and other factors …
it is detected, how it reacts to the treatment, the patient's overall health, and other factors …
An efficient deep learning model based diagnosis system for lung cancer disease
GZ Khan, IA Shah, MI Ullah, I Ullah… - 2023 4th …, 2023 - ieeexplore.ieee.org
Lung cancer illness seriously impacts people's health. Medical history-based detection of
lung cancers has been utilized but it has unsatisfactory results. Artificial intelligence …
lung cancers has been utilized but it has unsatisfactory results. Artificial intelligence …
Lung and colon cancer detection with convolutional neural networks on histopathological images
RR Wahid, C Nisa, RP Amaliyah… - AIP Conference …, 2023 - pubs.aip.org
Lung cancer is deadly cancer same as colon cancer, both of them can grow simultaneously.
Most researchers conduct research to detect one disease on one single body organ. So, in …
Most researchers conduct research to detect one disease on one single body organ. So, in …