A machine learning approach to diagnosing lung and colon cancer using a deep learning-based classification framework

M Masud, N Sikder, AA Nahid, AK Bairagi, MA AlZain - Sensors, 2021 - mdpi.com
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 …

An approach to classify lung and colon cancer of histopathology images using deep feature extraction and an ensemble method

O Singh, KK Singh - International journal of information technology, 2023 - Springer
Cancer is a deadly condition brought on by a range of metabolic anomalies and genetic
disorders. Lung and colon cancer in particular is among the leading causes of death and …

[HTML][HTML] A novel hybrid deep learning method for early detection of lung cancer using neural networks

S Wankhade, S Vigneshwari - Healthcare Analytics, 2023 - Elsevier
Lung cancer is a fatal disease with a high mortality rate in diseased patients. Early diagnosis
of this disease and accurately identifying the lung cancer stage can save the patients' lives …

Deep learning techniques for the classification of colorectal cancer tissue

MJ Tsai, YH Tao - Electronics, 2021 - mdpi.com
It is very important to make an objective evaluation of colorectal cancer histological images.
Current approaches are generally based on the use of different combinations of textual …

An extensive review on lung cancer diagnosis using machine learning techniques on radiological data: state-of-the-art and perspectives

SNA Shah, R Parveen - Archives of Computational Methods in …, 2023 - Springer
Cancer of the lung is a killer illness that often results from a combination of genetic
disposition and many clinical changes. The lung region of the body contains cancerous cells …

Deep learning applications for lung cancer diagnosis: a systematic review

SH Hosseini, R Monsefi, S Shadroo - Multimedia Tools and Applications, 2024 - Springer
Lung cancer has been one of the most prevalent disease in recent years. According to the
research of this field, more than 200,000 cases are identified each year in the US …

Convolution neural networks for diagnosing colon and lung cancer histopathological images

S Mangal, A Chaurasia, A Khajanchi - arXiv preprint arXiv:2009.03878, 2020 - arxiv.org
Lung and Colon cancer are one of the leading causes of mortality and morbidity in adults.
Histopathological diagnosis is one of the key components to discern cancer type. The aim of …

Automated classification of lung cancer types from cytological images using deep convolutional neural networks

A Teramoto, T Tsukamoto, Y Kiriyama… - BioMed research …, 2017 - Wiley Online Library
Lung cancer is a leading cause of death worldwide. Currently, in differential diagnosis of
lung cancer, accurate classification of cancer types (adenocarcinoma, squamous cell …

Lung and colon cancer classification using medical imaging: A feature engineering approach

A Hage Chehade, N Abdallah, JM Marion… - … Engineering Sciences in …, 2022 - Springer
Lung and colon cancers lead to a significant portion of deaths. Their simultaneous
occurrence is uncommon, however, in the absence of early diagnosis, the metastasis of …

Optimal deep learning model for classification of lung cancer on CT images

SK Lakshmanaprabu, SN Mohanty, K Shankar… - Future Generation …, 2019 - Elsevier
Lung cancer is one of the dangerous diseases that cause huge cancer death worldwide.
Early detection of lung cancer is the only possible way to improve a patient's chance for …