Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional
Neural Networks

Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks

3 September 2021

Gerald Schaefer

Isabella Ellinger

Papers citing "Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks"

9 / 9 papers shown

Title
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization Abderrachid Hamrani Daniela Leizaola Renato Sousa Jose P. Ponce Stanley Mathis David G. Armstrong Anuradha Godavarty DiffM MedIm 36 0 0 24 Apr 2025
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan ... Metib Alotaibi Abdullah Abdulaziz AlWabel Mohammad Alderwish Kuan-Ying Lai Moi Hoon Yap 28 1 0 04 Oct 2024
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study M. K. Dhar Chuanbo Wang Yash Patel Taiyu Zhang J. Niezgoda Sandeep Gopalakrishnan Keke Chen Zeyun Yu 31 1 0 23 Jun 2024
Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation Shang-Jui Kuo Po-Han Huang Chia-Ching Lin Jeng-Lin Li Ming-Ching Chang 11 2 0 16 Jan 2024
FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation M. K. Dhar Taiyu Zhang Yash J. Patel Sandeep Gopalakrishnan Zeyun Yu MedIm FedML 10 20 0 04 May 2023
Translating Clinical Delineation of Diabetic Foot Ulcers into Machine Interpretable Segmentation Connah Kendrick B. Cassidy Joseph M Pappachan C. O'Shea C. J. Fernández Elias C. Chacko Koshy Jacob N. Reeves Moi Hoon Yap 15 32 0 22 Apr 2022
FUSeg: The Foot Ulcer Segmentation Challenge Chuanbo Wang A. Mahbod Isabella Ellinger Adrian Galdran Sandeep Gopalakrishnan J. Niezgoda Zeyun Yu 17 36 0 02 Jan 2022
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images A. Mahbod Gerald Schaefer Benjamin Bancher Christine Löw Georg Dorffner R. Ecker Isabella Ellinger 63 92 0 02 Jan 2021
Deep Learning Approach to Diabetic Retinopathy Detection B. Tymchenko Philip Marchenko D. Spodarets 13 157 0 03 Mar 2020