Classification of Colon and Lung Cancer Through Analysis of Histopathology Images Using Deep Learning Models.

MSN Raju, BS Rao - Ingenierie des Systemes d'Information, 2022 - search.ebscohost.com
In the last four decades, medicine and healthcare have made revolutionary advances.
During this time, the true causes of many diseases were discovered and new diagnostic …

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 …

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 …

Automated detection of colon cancer from histopathological images using deep neural networks

M Suominen, ME Subasi, A Subasi - Applications of Artificial Intelligence …, 2024 - Elsevier
In the modern world, the prevalence of cancer has increased due to dietary patterns, lifestyle
changes, and, most importantly, the aging of the population. Cancer is characterized by the …

Medical database for detecting neoplastic lesions in human colorectal cancer with deep learning

F Rita, F Faglioni, P Sena - BIOMEDICAL JOURNAL OF …, 2018 - iris.unimore.it
Medical databases are fundamental for developing new techniques for early detection of
neoplastic cells. They are however difficult to obtain, since the labelling of the images is …

Tissue classification for colorectal cancer utilizing techniques of deep learning and machine learning

K Damkliang, T Wongsirichot… - … : Applications, Basis and …, 2021 - World Scientific
Since the introduction of image pattern recognition and computer vision processing, the
classification of cancer tissues has been a challenge at pixel-level, slide-level, and patient …

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 …

Deep learning based analysis in oncological studies: Colorectal cancer staging

AF Khumsi, K Almezhghwi, K Adweb - … on Theory and Application of Soft …, 2019 - Springer
The introduction of deep learning in the medical sector for the diagnosis and classification of
tissue images has proven to have the best accuracy level over the years. Hence in this …

A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images

N Ullah, I De Falco, G Sannino - 2023 IEEE 19th International …, 2023 - ieeexplore.ieee.org
Colon and Lung cancers are two of the most common causes of mortality in adults. They
may simultaneously form in organs and have a detrimental effect on human life. There is a …

Diagnostic Decision Making on Medical Images Using Deep Learning Models

G Yıldız, Ö Yakut - Euroasia Journal of Mathematics …, 2023 - euroasiajournal.org
Özet Dünya Sağlık Örgütü'ne (DSÖ) göre dünyada, her altı ölümden birinin sebebi
kanserdir. En sık görülen kanserler meme, akciğer, prostat, kolon ve rektum kanserleridir …