GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided
Gastrointestinal Disease Detection

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection

16 July 2023

Debesh Jha

Vanshali Sharma

Nikhil Kumar Tomar

Steven Hicks

Michael A. Riegler

Thomas de Lange

Papers citing "GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection"

11 / 11 papers shown

Title
Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models Bidur Khanal Sandesh Pokhrel Sanjay Bhandari Ramesh Rana Nikesh Shrestha Ram Bahadur Gurung Cristian A. Linte Angus Watson Yash Raj Shrestha Binod Bhattarai VLM 46 0 0 11 May 2025
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA Ojonugwa Oluwafemi Ejiga Peter Md Mahmudur Rahman Fahmi Khalifa DiffM MedIm 41 1 0 28 Feb 2025
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification Vanshali Sharma Debesh Jha M. Bhuyan P. Das Ulas Bagci MedIm 55 2 0 08 Feb 2025
NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision Sandesh Pokhrel Sanjay Bhandari Sharib Ali Tryphon Lambrou Anh Nguyen Yash Raj Shrestha Angus Watson Danail Stoyanov P. Gyawali Binod Bhattarai 83 1 0 02 Dec 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 49 4 0 22 Oct 2024
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal Endoscopy Marcel Roth Micha V. Nowak Adrian Krenzer Frank Puppe 51 3 0 21 Oct 2024
Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model A. Subedi Smriti Regmi Nisha Regmi Bhumi Bhusal Ulas Bagci Debesh Jha ViT MedIm 48 1 0 20 Aug 2024
A Medical Data-Effective Learning Benchmark for Highly Efficient Pre-training of Foundation Models Wenxuan Yang Weimin Tan Yuqi Sun Bo Yan 31 1 0 31 Jan 2024
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations Kaidong Li M. I. Fathan Krushi Patel Tianxiao Zhang Cuncong Zhong A. Bansal A. Rastogi Jean S. Wang Guanghui Wang 120 95 0 22 Apr 2021
Endoscopy disease detection challenge 2020 Sharib Ali N. Ghatwary B. Braden Dominique Lamarque A. Bailey S. Realdon R. Cannizzaro J. Rittscher C. Daul J. East 37 27 0 07 Mar 2020
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 351 36,437 0 25 Aug 2016