The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract
using Global Features and Deep Learning

The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning

31 October 2018

Vajira Thambawita

Debesh Jha

Michael Riegler

Hugo Lewi Hammer

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Papers citing "The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning"

8 / 8 papers shown

Title
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 82 1 0 20 Aug 2024
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection Debesh Jha Vanshali Sharma N. Dasu Nikhil Kumar Tomar Steven Hicks ... P. Das Michael A. Riegler Pål Halvorsen Ulas Bagci Thomas de Lange 80 32 0 16 Jul 2023
Vision Transformer for Efficient Chest X-ray and Gastrointestinal Image Classification Smriti Regmi A. Subedi Ulas Bagci Debesh Jha ViT MedIm 39 13 0 23 Apr 2023
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 78 8 0 24 Dec 2021
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Vajira Thambawita Steven Hicks Pål Halvorsen Michael A. Riegler 38 5 0 14 Dec 2020
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy Debesh Jha Sharib Ali Krister Emanuelsen Steven A. Hicks VajiraThambawita ... Thomas de Lange P. Schmidt H. Johansen Dag Johansen Pål Halvorsen 79 115 0 23 Oct 2020
An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification Vajira Thambawita Debesh Jha Hugo Lewi Hammer H. Johansen Dag Johansen Pål Halvorsen Michael A. Riegler 65 45 0 08 May 2020
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 94 934 0 16 Nov 2019