Colon cancer diagnosis based on machine learning and deep learning: Modalities and analysis techniques

M Tharwat, NA Sakr, S El-Sappagh, H Soliman… - Sensors, 2022 - mdpi.com
The treatment and diagnosis of colon cancer are considered to be social and economic
challenges due to the high mortality rates. Every year, around the world, almost half a million …

Machine learning-based detection of label-free cancer stem-like cell fate

AJ Chambost, N Berabez, O Cochet-Escartin… - Scientific Reports, 2022 - nature.com
The detection of cancer stem-like cells (CSCs) is mainly based on molecular markers or
functional tests giving a posteriori results. Therefore label-free and real-time detection of …

Deep neural network for differentiation of brain tumor tissue displayed by confocal laser endomicroscopy

A Ziebart, D Stadniczuk, V Roos, M Ratliff… - Frontiers in …, 2021 - frontiersin.org
Background Reliable on site classification of resected tumor specimens remains a
challenge. Implementation of high-resolution confocal laser endoscopic techniques (CLEs) …

[HTML][HTML] Confocal laser endomicroscopy in the diagnosis of biliary and pancreatic disorders: A systematic analysis

SG Krishna, E Coronel, PT Kröner… - Clinical …, 2022 - synapse.koreamed.org
Methods We conducted a systematic review of CLE in pancreatic and biliary ducts of
humans, and have provided a narrative of the technique, image classification, diagnostic …

[HTML][HTML] Advanced colon cancer detection: Integrating context-aware multi-image fusion (Camif) in a multi-stage framework

MVR Vittal - Egyptian Informatics Journal, 2025 - Elsevier
Colon cancer begins in the large intestine, often evolving from benign polyps into malignant
cancer. Early detection through screening is vital for effective treatment and better survival …

Colorectal Cancer Recognition Using Deep Learning on Histopathology Images

A Muneer, SM Taib, MH Hasan… - 2023 13th International …, 2023 - ieeexplore.ieee.org
Colorectal Cancer (CRC) is a prevalent and deadly disease, and accurate and timely
diagnosis is essential for improving patient outcomes. The use of deep learning in medical …

Machine learning predicts metastatic progression using novel differentially expressed lncRNAs as potential markers in pancreatic cancer

H Alsharoh - medRxiv, 2023 - medrxiv.org
Pancreatic cancer (PC) is associated with high mortality overall. Recent literature has
focused on investigating long noncoding RNAs (lncRNAs) in several cancers, but studies on …

Deep Learning-Based Multi-state Colorectal Cancer Histological Image Classification

H Kaur, A Kumar, VK Attri - … on Women Researchers in Electronics and …, 2023 - Springer
Colorectal carcinoma is one of the most prevalent cancers of intestinal tract. Globally, it is the
second biggest reason in cancer-associated deaths. A swift diagnosis is required to …

[PDF][PDF] Confocal Laser Endomicroscopy in the Diagnosis of Biliary and Pancreatic Disorders: A Systematic Analysis

SG Do Han Kim, E Coronel, PT Kröner, HC Wolfsen… - 2021 - pdfs.semanticscholar.org
Background/Aims: Endoscopic visualization of the microscopic anatomy can facilitate the
real-time diagnosis of pancreatobiliary disorders and provide guidance for its treatment. This …