Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques

14 August 2019

Papers citing "Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques"

23 / 23 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 44 0 0 24 Apr 2025
Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions Palawat Busaranuvong Emmanuel O. Agu Reza Saadati Fard Deepak Kumar Shefalika Gautam B. Tulu Diane Strong MedIm 70 0 0 27 Feb 2025
Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers Palawat Busaranuvong Emmanuel O. Agu Deepak Kumar Shefalika Gautam Reza Saadati Fard B. Tulu Diane Strong MedIm 31 0 0 01 May 2024
Integrated Image and Location Analysis for Wound Classification: A Deep Learning Approach Yash J. Patel Tirth J. Shah M. K. Dhar Taiyu Zhang J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu 21 15 0 23 Aug 2023
Venn Diagram Multi-label Class Interpretation of Diabetic Foot Ulcer with Color and Sharpness Enhancement M. Hasan Moi Hoon Yap M. Hasan 20 2 0 01 May 2023
Quantifying the Effect of Image Similarity on Diabetic Foot Ulcer Classification Imran Chowdhury Dipto B. Cassidy Connah Kendrick N. Reeves Joseph M Pappachan Vishnu Chandrabalan Moi Hoon Yap 14 4 0 25 Apr 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary Connah Kendrick B. Cassidy N. Reeves Joseph M Pappachan C. O'Shea Vishnu Chandrabalan Moi Hoon Yap 17 4 0 24 Apr 2023
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques Agapi Davradou Eftychios E. Protopapadakis Maria Kaselimi Anastasios Doulamis N. Doulamis 16 3 0 20 Sep 2022
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation Ting-Yu Liao Ching-Hui Yang Y. Lo Kuan-Ying Lai Po-Huai Shen Youn-Long Lin 13 15 0 15 Sep 2022
Wound Severity Classification using Deep Neural Network D. Anisuzzaman Yash J. Patel J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu 21 2 0 17 Apr 2022
Development of Diabetic Foot Ulcer Datasets: An Overview Moi Hoon Yap Connah Kendrick N. Reeves Manu Goyal Joseph M Pappachan B. Cassidy 22 10 0 01 Jan 2022
Diabetic Foot Ulcer Grand Challenge 2021: Evaluation and Summary B. Cassidy Connah Kendrick N. Reeves Joseph M Pappachan C. O'Shea D. Armstrong Moi Hoon Yap 24 21 0 19 Nov 2021
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification Adrian Galdran G. Carneiro M. A. G. Ballester UQCV MedIm 11 20 0 12 Nov 2021
Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer A. Alavi 32 1 0 05 Oct 2021
Multi-modal Wound Classification using Wound Image and Location by Deep Neural Network D. Anisuzzaman Yash J. Patel Behrouz Rostami J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu 25 35 0 14 Sep 2021
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers Moi Hoon Yap B. Cassidy Joseph M Pappachan C. O'Shea David Gillespie N. Reeves 22 49 0 07 Apr 2021
Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier Behrouz Rostami D. Anisuzzaman Chuanbo Wang Sandeep Gopalakrishnan J. Niezgoda Zeyun Yu 34 72 0 19 Oct 2020
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Moi Hoon Yap Ryo Hachiuma A. Alavi Raphael Brüngel B. Cassidy ... David Gillespie N. Reeves Joseph M Pappachan C. O'Shea E. Frank FedML 21 122 0 07 Oct 2020
Image Based Artificial Intelligence in Wound Assessment: A Systematic Review D. Anisuzzaman Chuanbo Wang Behrouz Rostami Sandeep Gopalakrishnan J. Niezgoda Zeyun Yu 14 63 0 15 Sep 2020
A Mobile App for Wound Localization using Deep Learning D. Anisuzzaman Yash J. Patel J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu MedIm 16 24 0 15 Sep 2020
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection Manu Goyal Saeed Hassanpour MedIm 4 20 0 15 Jul 2020
DFUC2020: Analysis Towards Diabetic Foot Ulcer Detection B. Cassidy N. Reeves P. Joseph David Gillespie C. O'Shea ... A. Boulton D. Armstrong B. Najafi Justina Wu Moi Hoon Yap 8 25 0 24 Apr 2020
Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images Manu Goyal Moi Hoon Yap Saeed Hassanpour 14 0 0 27 Jul 2018