[HTML][HTML] Detection of various gastrointestinal tract diseases through a deep learning method with ensemble ELM and explainable AI
The rising prevalence of gastrointestinal (GI) tract disorders worldwide highlights the urgent
need for precise diagnosis, as these diseases greatly affect human life and contribute to …
need for precise diagnosis, as these diseases greatly affect human life and contribute to …
[HTML][HTML] GastroVRG: Enhancing early screening in gastrointestinal health via advanced transfer features
The accurate classification of endoscopic images is a challenging yet critical task in medical
diagnostics, which directly affects the treatment and management of Gastrointestinal …
diagnostics, which directly affects the treatment and management of Gastrointestinal …
[HTML][HTML] Deep insights into gastrointestinal health: A comprehensive analysis of GastroVision dataset using convolutional neural networks and explainable AI
M Fahad, NE Mobeen, AS Imran, SM Daudpota… - … Signal Processing and …, 2025 - Elsevier
The gastrointestinal (GI) tract is critical in digestion and nutrient absorption, thus vital for
human health. However, it is prone to diseases like cancer. Manual assessments introduce …
human health. However, it is prone to diseases like cancer. Manual assessments introduce …
Advanced CNN models in gastric cancer diagnosis: enhancing endoscopic image analysis with deep transfer learning
Methods This research aims to utilize endoscopic images to identify various gastric
disorders using an advanced Convolutional Neural Network (CNN) model. The Kvasir …
disorders using an advanced Convolutional Neural Network (CNN) model. The Kvasir …
[HTML][HTML] Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis
Gastrointestinal (GI) diseases are prevalent medical conditions that require accurate and
timely diagnosis for effective treatment. To address this, we developed the Multi-Fusion …
timely diagnosis for effective treatment. To address this, we developed the Multi-Fusion …
Enhancing image-based diagnosis of gastrointestinal tract diseases through deep learning with EfficientNet and advanced data augmentation techniques
AMJMD Zubair Rahman, R Mythili… - BMC Medical …, 2024 - Springer
The early detection and diagnosis of gastrointestinal tract diseases, such as ulcerative
colitis, polyps, and esophagitis, are crucial for timely treatment. Traditional imaging …
colitis, polyps, and esophagitis, are crucial for timely treatment. Traditional imaging …
[PDF][PDF] Stomach Disorder Detection and Analysis using Hybrid Learning Vector Quantization with African Buffalo Optimization Algorithm.
M Baljon - International Journal of Mathematical, Engineering & …, 2024 - researchgate.net
The human digestive system's electrical activity may be recorded noninvasively by
Electrogastrography (EGG). Electrogastrograms are recordings of the electrical activity …
Electrogastrography (EGG). Electrogastrograms are recordings of the electrical activity …
Enhancing Text-to-Image Model Evaluation: SVCS and UCICM
SR Varsini - 2023 6th International Conference on Recent …, 2023 - ieeexplore.ieee.org
As the world gradually embraces the integration of AI into various applications, there is a
growing need for methods to enhance and evaluate AI-based technologies. One such a …
growing need for methods to enhance and evaluate AI-based technologies. One such a …
Enhancement of Diagnostic Accuracy of Colon Diseases Using Multi-Class Classification Technique and Endoscopic Images
Colon diseases are a significant health concern worldwide, with conditions such as polyps,
esophagitis, and ulcerative diseases posing substantial risks to patients. Early and accurate …
esophagitis, and ulcerative diseases posing substantial risks to patients. Early and accurate …
Esophageal Cancer Classification in Initial Stages Using Deep and Transfer Learning
RY Aburasain - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
The sixth most frequent cancer and one with the highest death rate is esophageal cancer
(EC). Initial diagnosis might increase the survival level of people with esophageal …
(EC). Initial diagnosis might increase the survival level of people with esophageal …