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

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

7 March 2025

Christian Mcbride

Connah Kendrick

Joseph M Pappachan

Shaghayegh Raad

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Papers citing "Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation"

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Title
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 68 1 0 04 Oct 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 55 18 0 23 Aug 2023
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe? Samuel William Pewton B. Cassidy Connah Kendrick Moi Hoon Yap 41 5 0 23 Jun 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 38 5 0 25 Apr 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 92 33 0 22 Apr 2022
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 69 38 0 14 Sep 2021
A Cloud-based Deep Learning Framework for Remote Detection of Diabetic Foot Ulcers B. Cassidy N. Reeves Joseph M Pappachan Naseer Ahmad S. Haycocks David Gillespie Moi Hoon Yap 41 28 0 17 May 2021
Benefits of Linear Conditioning with Metadata for Image Segmentation A. Lemay C. Gros Olivier Vincent Yaou Liu Joseph Paul Cohen Julien Cohen-Adad AI4CE 63 6 0 18 Feb 2021
Identifying Melanoma Images using EfficientNet Ensemble: Winning Solution to the SIIM-ISIC Melanoma Classification Challenge Qishen Ha Bo Liu Fuxu Liu 64 66 0 11 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 70 126 0 07 Oct 2020
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 124 1,198 0 09 Feb 2019
Fast sampling of parameterised Gaussian random fields J. Latz Marvin Eisenberger E. Ullmann 47 21 0 30 Apr 2018