A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract

H Ali, M Sharif, M Yasmin, MH Rehmani… - Artificial Intelligence …, 2020 - Springer
A standard screening procedure involves video endoscopy of the Gastrointestinal tract. It is a
less invasive method which is practiced for early diagnosis of gastric diseases. Manual …

Risk factors and 26-years worldwide prevalence of endoscopic erosive esophagitis from 1997 to 2022: a meta-analysis

AP Witarto, BS Witarto, SL Pramudito, LC Ratri… - Scientific Reports, 2023 - nature.com
Erosive esophagitis (EE) is the part of gastroesophageal reflux disease (GERD) spectrum
and may progress to esophageal adenocarcinoma. Due to its progressivity and unclear …

Construction of tongue image-based machine learning model for screening patients with gastric precancerous lesions

C Ma, P Zhang, S Du, Y Li, S Li - Journal of Personalized Medicine, 2023 - mdpi.com
Screening patients with precancerous lesions of gastric cancer (PLGC) is important for
gastric cancer prevention. The accuracy and convenience of PLGC screening could be …

GASTRO-CADx: a three stages framework for diagnosing gastrointestinal diseases

O Attallah, M Sharkas - PeerJ Computer Science, 2021 - peerj.com
Gastrointestinal (GI) diseases are common illnesses that affect the GI tract. Diagnosing these
GI diseases is quite expensive, complicated, and challenging. A computer-aided diagnosis …

Reliability of non-contact tongue diagnosis for Sjögren's syndrome using machine learning method

K Noguchi, I Saito, T Namiki, Y Yoshimura… - Scientific reports, 2023 - nature.com
Sjögren's syndrome (SS) is an autoimmune disease characterized by dry mouth. The cause
of SS is unknown, and its diverse symptoms make diagnosis difficult. The Saxon test, an …

The association between oral microbiome and gastric precancerous lesions

Y Chen, L Lei, M **a, R Cheng, H Cai, T Hu - mSystems, 2025 - journals.asm.org
Gastric precancerous lesions are thought to be precursors in the occurrence and
development of gastric cancer through Correa's cascade. Recent studies have investigated …

Development of an artificial intelligent model for pre-endoscopic screening of precancerous lesions in gastric cancer

L Wang, Q Zhang, P Zhang, B Wu, J Chen, J Gong… - Chinese Medicine, 2024 - Springer
Background Given the high cost of endoscopy in gastric cancer (GC) screening, there is an
urgent need to explore cost-effective methods for the large-scale prediction of precancerous …

[HTML][HTML] Efficient-gastro: optimized EfficientNet model for the detection of gastrointestinal disorders using transfer learning and wireless capsule endoscopy images

S Al-Otaibi, A Rehman, M Mujahid, S Alotaibi… - PeerJ Computer …, 2024 - peerj.com
Gastrointestinal diseases cause around two million deaths globally. Wireless capsule
endoscopy is a recent advancement in medical imaging, but manual diagnosis is …

Increasing the accuracy in the diagnosis of stomach cancer based on color and lint features of tongue

E Gholami, SRK Tabbakh - Biomedical Signal Processing and Control, 2021 - Elsevier
Gastric cancer is the second most common cancer in the world. Due to the time-consuming
diagnosis of the disease, it is essential to use new methods (eg, computer science) for early …

[HTML][HTML] Quantification of tongue colour using machine learning in Kampo medicine

T Kawanabe, ND Kamarudin, CY Ooi… - European Journal of …, 2016 - Elsevier
Introduction The evaluation of tongue colour has been an important approach to examine
human health in Kampo medicine (traditional Japanese medicine) because the change in …