[HTML][HTML] AI and Deep Learning in Understanding the Etiology and Pathogenesis of Cancers

P Nemati, A Khalaji, Y Rajabloo, MH Kazemi, S Nouri… - Kindle, 2024 - preferpub.org
Artificial intelligence (AI) and deep learning have emerged as powerful tools in
understanding the etiology and pathogenesis of cancers. These technologies help uncover …

Hereditary Gastrointestinal Tumor Syndromes: When Risk Comes with Your Genes

MJ Fernández Aceñero, C Díaz del Arco - Current Issues in Molecular …, 2024 - mdpi.com
Despite recent campaigns for screening and the latest advances in cancer therapy and
molecular biology, gastrointestinal (GI) neoplasms remain among the most frequent and …

Synthetic Data Generation in Healthcare: A Scoping Review of reviews on domains, motivations, and future applications

M Rujas, RMG del Moral Herranz, G Fico… - International Journal of …, 2024 - Elsevier
Abstract Background The development of Artificial Intelligence in the healthcare sector is
generating a great impact. However, one of the primary challenges for the implementation of …

[HTML][HTML] Impact of Artificial Intelligence on Pancreaticobiliary Endoscopy

A Jain, M Pabba, A Jain, S Singh, H Ali, R Vinayek… - Cancers, 2025 - mdpi.com
Pancreaticobiliary diseases can lead to significant morbidity and their diagnoses rely on
imaging and endoscopy which are dependent on operator expertise. Artificial intelligence …

Integrating Artificial Intelligence with endoscopic ultrasound in the early detection of bilio-pancreatic lesions: current advances and future prospects

T Matteo, L Gaetano, T Daniela, TC George… - Best Practice & …, 2025 - Elsevier
Abstract The integration of Artificial Intelligence (AI) in endoscopic ultrasound (EUS)
represents a transformative advancement in the early detection and management of …

[HTML][HTML] Deep Learning in Endoscopic Ultrasound: A Breakthrough in Detecting Distal Cholangiocarcinoma

RI Orzan, D Santa, N Lorenzovici, TA Zareczky… - Cancers, 2024 - mdpi.com
Introduction: Cholangiocarcinoma (CCA) is a highly lethal malignancy originating in the bile
ducts, often diagnosed late with poor prognosis. Differentiating benign from malignant biliary …

Weighted ensemble deep learning approach for classification of gastrointestinal diseases in colonoscopy images aided by explainable AI

FE Oğuz, A Alkan - Displays, 2024 - Elsevier
Gastrointestinal diseases are significant health issues worldwide, requiring early diagnosis
due to their serious health implications. Therefore, detecting these diseases using artificial …

[PDF][PDF] Colorectal Cancer Segmentation Algorithm Based on Deep Features from Enhanced CT Images.

S Qiu, H Lu, J Shu, T Liang, T Zhou - Computers, Materials & …, 2024 - researchgate.net
Colorectal cancer, a malignant lesion of the intestines, significantly affects human health and
life, emphasizing the necessity of early detection and treatment. Accurate segmentation of …

Synthetic Genitourinary Image Synthesis via Generative Adversarial Networks: Enhancing Artificial Intelligence Diagnostic Precision

DJ Van Booven, CB Chen, S Malpani… - Journal of Personalized …, 2024 - mdpi.com
Introduction: In the realm of computational pathology, the scarcity and restricted diversity of
genitourinary (GU) tissue datasets pose significant challenges for training robust diagnostic …

Generative AI in Pediatric Gastroenterology

JM Rosen - Current gastroenterology reports, 2024 - Springer
Abstract Purpose of Review The integration of digital technology into medical practice is
often thrust upon clinicians, with standards and routines developed long after initiation …