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Joseph Pappachan
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Journal Articles
- 2024
- [j3]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:
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 94: 103153 (2024) - 2022
- [j2]Bill Cassidy
, Neil D. Reeves
, Joseph M. Pappachan
, Naseer Ahmad, Samantha Haycocks, David Gillespie, Moi Hoon Yap
:
A Cloud-Based Deep Learning Framework for Remote Detection of Diabetic Foot Ulcers. IEEE Pervasive Comput. 21(2): 78-86 (2022) - 2021
- [j1]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:
Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. Comput. Biol. Medicine 135: 104596 (2021)
Conference and Workshop Papers
- 2024
- [c7]Christian McBride
, Bill Cassidy, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Moi Hoon Yap:
Multi-Colour Space Channel Selection for Improved Chronic Wound Segmentation. ISBI 2024: 1-5 - [c6]Njideka Chiamaka Okafor
, Bill Cassidy
, Claire O'Shea
, Joseph M. Pappachan
, Moi Hoon Yap
:
The Effect of Image Preprocessing Algorithms on Diabetic Foot Ulcer Classification. MIUA (2) 2024: 336-352 - 2022
- [c5]Imran Chowdhury Dipto
, Bill Cassidy
, Connah Kendrick
, Neil D. Reeves
, Joseph M. Pappachan
, Vishnu Chandrabalan
, Moi Hoon Yap
:
Quantifying the Effect of Image Similarity on Diabetic Foot Ulcer Classification. DFUC@MICCAI 2022: 1-18 - [c4]Connah Kendrick
, Bill Cassidy
, Neil D. Reeves
, Joseph M. Pappachan
, Claire O'Shea, Vishnu Chandrabalan
, Moi Hoon Yap
:
Diabetic Foot Ulcer Grand Challenge 2022 Summary. DFUC@MICCAI 2022: 115-123 - 2021
- [c3]Moi Hoon Yap, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, David Gillespie, Neil D. Reeves
:
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers. BHI 2021: 1-4 - [c2]Moi Hoon Yap
, Connah Kendrick
, Neil D. Reeves
, Manu Goyal
, Joseph M. Pappachan
, Bill Cassidy
:
Development of Diabetic Foot Ulcer Datasets: An Overview. DFUC@MICCAI 2021: 1-18 - [c1]Bill Cassidy
, Connah Kendrick
, Neil D. Reeves
, Joseph M. Pappachan
, Claire O'Shea, David G. Armstrong
, Moi Hoon Yap
:
Diabetic Foot Ulcer Grand Challenge 2021: Evaluation and Summary. DFUC@MICCAI 2021: 90-105
Informal and Other Publications
- 2024
- [i10]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:
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging. CoRR abs/2410.03359 (2024) - 2023
- [i9]Connah Kendrick, Bill Cassidy, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea, Vishnu Chandrabalan, Moi Hoon Yap:
Diabetic Foot Ulcer Grand Challenge 2022 Summary. CoRR abs/2304.12001 (2023) - [i8]Imran Chowdhury Dipto, Bill Cassidy, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Vishnu Chandrabalan, Moi Hoon Yap:
Quantifying the Effect of Image Similarity on Diabetic Foot Ulcer Classification. CoRR abs/2304.12987 (2023) - 2022
- [i7]Moi Hoon Yap, Connah Kendrick, Neil D. Reeves, Manu Goyal, Joseph M. Pappachan, Bill Cassidy:
Development of Diabetic Foot Ulcer Datasets: An Overview. CoRR abs/2201.00163 (2022) - [i6]Connah Kendrick, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, Cornelious J. Fernandez, Elias Chacko, Koshy Jacob, Neil D. Reeves, Moi Hoon Yap:
Translating Clinical Delineation of Diabetic Foot Ulcers into Machine Interpretable Segmentation. CoRR abs/2204.11618 (2022) - 2021
- [i5]Moi Hoon Yap, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, David Gillespie, Neil D. Reeves:
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers. CoRR abs/2104.03068 (2021) - [i4]Bill Cassidy, Neil D. Reeves, Joseph M. Pappachan, Naseer Ahmad, Samantha Haycocks
, David Gillespie, Moi Hoon Yap:
A Cloud-based Deep Learning Framework for Remote Detection of Diabetic Foot Ulcers. CoRR abs/2105.07763 (2021) - [i3]Bill Cassidy, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea, David G. Armstrong, Moi Hoon Yap:
Diabetic Foot Ulcer Grand Challenge 2021: Evaluation and Summary. CoRR abs/2111.10376 (2021) - 2020
- [i2]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:
DFUC2020: Analysis Towards Diabetic Foot Ulcer Detection. CoRR abs/2004.11853 (2020) - [i1]Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Manu Goyal, Hongtao Zhu, Bill Cassidy, 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 Pappachan, Claire O'Shea, Eibe Frank:
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation. CoRR abs/2010.03341 (2020)
Coauthor Index
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