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Deep learning for the diagnosis of esophageal cancer in endoscopic images: a systematic review and meta-analysis
Simple Summary Esophageal cancer is the seventh leading cause of cancer-related
mortality worldwide, with a 5-year survival rate of around 20%. Recently, deep learning (DL) …
mortality worldwide, with a 5-year survival rate of around 20%. Recently, deep learning (DL) …
Accuracy of artificial intelligence‐assisted detection of esophageal cancer and neoplasms on endoscopic images: a systematic review and meta‐analysis
SM Zhang, YJ Wang, ST Zhang - Journal of Digestive Diseases, 2021 - Wiley Online Library
Objective To investigate systematically previous studies on the accuracy of artificial
intelligence (AI)‐assisted diagnostic models in detecting esophageal neoplasms on …
intelligence (AI)‐assisted diagnostic models in detecting esophageal neoplasms on …
Artificial intelligence using convolutional neural networks for real-time detection of early esophageal neoplasia in Barrett's esophagus (with video)
R Hashimoto, J Requa, T Dao, A Ninh, E Tran… - Gastrointestinal …, 2020 - Elsevier
Background and Aims The visual detection of early esophageal neoplasia (high-grade
dysplasia and T1 cancer) in Barrett's esophagus (BE) with white-light and virtual …
dysplasia and T1 cancer) in Barrett's esophagus (BE) with white-light and virtual …
Interpreting deep machine learning models: an easy guide for oncologists
Healthcare agents, in particular in the oncology field, are currently collecting vast amounts of
diverse patient data. In this context, some decision-support systems, mostly based on deep …
diverse patient data. In this context, some decision-support systems, mostly based on deep …
A primer on artificial intelligence and its application to endoscopy
D Chahal, MF Byrne - Gastrointestinal endoscopy, 2020 - Elsevier
Artificial intelligence (AI) has emerged as a powerful and exciting new technology poised to
impact many aspects of health care. In endoscopy, AI is now being used to detect and …
impact many aspects of health care. In endoscopy, AI is now being used to detect and …
[HTML][HTML] A new dawn for the use of artificial intelligence in gastroenterology, hepatology and pancreatology
A Oka, N Ishimura, S Ishihara - Diagnostics, 2021 - mdpi.com
Artificial intelligence (AI) is rapidly becoming an essential tool in the medical field as well as
in daily life. Recent developments in deep learning, a subfield of AI, have brought …
in daily life. Recent developments in deep learning, a subfield of AI, have brought …
The role and impact of deep learning methods in computer-aided diagnosis using gastrointestinal endoscopy
At present, the application of artificial intelligence (AI) based on deep learning in the medical
field has become more extensive and suitable for clinical practice compared with traditional …
field has become more extensive and suitable for clinical practice compared with traditional …
[HTML][HTML] Deep Learning for Image Analysis in the Diagnosis and Management of Esophageal Cancer
Simple Summary The implementation of artificial intelligence in healthcare has gained
significant momentum over the last decade, particularly in specialties where image analysis …
significant momentum over the last decade, particularly in specialties where image analysis …
[HTML][HTML] Deep Learning in Barrett's Esophagus Diagnosis: Current Status and Future Directions
R Cui, L Wang, L Lin, J Li, R Lu, S Liu, B Liu, Y Gu… - Bioengineering, 2023 - mdpi.com
Barrett's esophagus (BE) represents a pre-malignant condition characterized by abnormal
cellular proliferation in the distal esophagus. A timely and accurate diagnosis of BE is …
cellular proliferation in the distal esophagus. A timely and accurate diagnosis of BE is …
[HTML][HTML] Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett's neoplasia
Background and Aims Volumetric laser endomicroscopy (VLE) is an advanced imaging
modality used to detect Barrett's esophagus (BE) dysplasia. However, real-time …
modality used to detect Barrett's esophagus (BE) dysplasia. However, real-time …