Joseph Pappachan

According to our database, Joseph Pappachan authored at least 15 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation.

Bill Cassidy, Christian McBride, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Shaghayegh Raad, Moi Hoon Yap

CoRR, March, 2025

An enhanced harmonic densely connected hybrid transformer network architecture for chronic wound segmentation utilising multi-colour space tensor merging.

Bill Cassidy, Christian McBride, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Cornelius J. Fernandez, Elias Chacko, Raphael Brüngel, Christoph M. Friedrich, Metib Alotaibi, Abdullah Abdulaziz AlWabel, Mohammad Alderwish, Kuan-Ying Lai, Moi Hoon Yap

Comput. Biol. Medicine, 2025

2024

Diabetic foot ulcers segmentation challenge report: Benchmark and analysis.

Moi Hoon Yap, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich, Yu-Wen Lo, Ching-Hui Yang, Kang Li, Qicheng Lao, Miguel Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick

Medical Image Anal., 2024

The Effect of Image Preprocessing Algorithms on Diabetic Foot Ulcer Classification.

Njideka Chiamaka Okafor, Bill Cassidy, Claire O'Shea, Joseph M. Pappachan, Moi Hoon Yap

Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

Translating Clinical Delineation of Diabetic Foot Ulcers into Machine Interpretable Segmentation.

Connah Kendrick, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, Cornelious J. Fernandez, Elias Chacko, Koshy Jacob, Neil D. Reeves, Moi Hoon Yap

Proceedings of the Diabetic Foot Ulcers Grand Challenge - 4th Challenge, 2024

Diabetic Foot Ulcer Grand Challenge 2024: Overview and Baseline Methods.

Raphael Brüngel, Connah Kendrick, Bill Cassidy, Benjamin Bracke, Christoph M. Friedrich, Neil D. Reeves, Joseph M. Pappachan, Moi Hoon Yap

Proceedings of the Diabetic Foot Ulcers Grand Challenge - 4th Challenge, 2024

Multi-Colour Space Channel Selection for Improved Chronic Wound Segmentation.

Christian McBride, Bill Cassidy, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Moi Hoon Yap

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

A Cloud-Based Deep Learning Framework for Remote Detection of Diabetic Foot Ulcers.

Bill Cassidy, Neil D. Reeves, Joseph M. Pappachan, Naseer Ahmad, Samantha Haycocks, David Gillespie, Moi Hoon Yap

IEEE Pervasive Comput., 2022

Diabetic Foot Ulcer Grand Challenge 2022 Summary.

Connah Kendrick, Bill Cassidy, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea, Vishnu Chandrabalan, Moi Hoon Yap

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022

Quantifying the Effect of Image Similarity on Diabetic Foot Ulcer Classification.

Imran Chowdhury Dipto, Bill Cassidy, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Vishnu Chandrabalan, Moi Hoon Yap

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022

2021

Deep learning in diabetic foot ulcers detection: A comprehensive evaluation.

Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Bill Cassidy, Manu Goyal, Hongtao Zhu, Johannes Rückert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David B. Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea, Eibe Frank

Comput. Biol. Medicine, 2021

Development of Diabetic Foot Ulcer Datasets: An Overview.

Moi Hoon Yap, Connah Kendrick, Neil D. Reeves, Manu Goyal, Joseph M. Pappachan, Bill Cassidy

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Second Challenge, 2021

Diabetic Foot Ulcer Grand Challenge 2021: Evaluation and Summary.

Bill Cassidy, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea, David G. Armstrong, Moi Hoon Yap

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Second Challenge, 2021

Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers.

Moi Hoon Yap, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, David Gillespie, Neil D. Reeves

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

DFUC2020: Analysis Towards Diabetic Foot Ulcer Detection.

Bill Cassidy, Neil D. Reeves, Joseph Pappachan, David Gillespie, Claire O'Shea, Satyan Rajbhandari, Arun G. Maiya, Eibe Frank, Andrew Boulton, David G. Armstrong, Bijan Najafi, Justina Wu, Moi Hoon Yap

CoRR, 2020