Papers citing 'Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation'

Title
TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation Akwasi Asare Mary Sagoe Justice Williams Asare Stephen Edward Moore ViT MedIm 151 1 0 04 Aug 2025
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 175 0 0 24 Apr 2025
Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image SegmentationScientific Reports (Sci Rep), 2025 B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan Shaghayegh Raad Moi Hoon Yap 253 1 0 07 Mar 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 205 4 0 04 Oct 2024
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection Reza Basiri M. Popovic Shehroz S. Khan 170 10 0 27 Nov 2023
Venn Diagram Multi-label Class Interpretation of Diabetic Foot Ulcer with Color and Sharpness Enhancement M. Hasan Moi Hoon Yap M. Hasan 159 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 100 6 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 156 4 0 24 Apr 2023
Automated Medical Device Display Reading Using Deep Learning Object Detection Lucas P. Moreira 135 2 0 04 Oct 2022
Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive StudyInternational Conference on Learning Representations (ICLR), 2022 Ziyuan Qin Huahui Yi Qicheng Lao Kang Li VLM 283 85 0 30 Sep 2022
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniquesPetra (PETRA), 2022 Agapi Davradou Eftychios E. Protopapadakis Maria Kaselimi Anastasios Doulamis N. Doulamis 110 4 0 20 Sep 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning ApproachesComputer Science Review (CSR), 2022 O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 190 117 0 16 Jun 2022
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 230 41 0 22 Apr 2022
Development of Diabetic Foot Ulcer Datasets: An Overview Moi Hoon Yap Connah Kendrick N. Reeves Manu Goyal Joseph M Pappachan B. Cassidy 116 16 0 01 Jan 2022
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers Louise Bloch Raphael Brüngel Christoph M. Friedrich 128 8 0 30 Nov 2021
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 70 27 0 19 Nov 2021
Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer A. Alavi 133 1 0 05 Oct 2021
Incident Detection on Junctions Using Image Processing Murat Tulgaç Enes Yüncü Mohamad Alhaddad Ceylan Yozgatlıgil 102 3 0 27 Apr 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 144 61 0 07 Apr 2021