Reyer Zwiggelaar

2024

A systematic review of literature examining the application of a social model of health and wellbeing

Rahman, R., Reid, C., Kloer, P., Henchie, A., Thomas, A. & Zwiggelaar, R., 07 Jun 2024, In: European Journal of Public Health. 34, 3, p. 467-472 6 p.

Research output: Contribution to journal › Review Article › peer-review

Open Access

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62 Downloads (Pure)

Expert Model Prediction Through Feature Matching

Paudel, B., Zwiggelaar, R. & Akanyeti, O., 2024, Medical Image Understanding and Analysis : 28th Annual Conference, MIUA 2024, Manchester, UK, July 24–26, 2024, Proceedings, Part II. Yap, M. H., Kendrick, C., Behera, A., Cootes, T. & Zwiggelaar, R. (eds.). Springer Nature, p. 256-269 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14860 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Exploring the possibility of extracting cancer morphology from deep feature clusters

Thomas, C., Denton, E. & Zwiggelaar, R., 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). SPIE, 131741X. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13174).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Feature learning based on connectivity estimation for unbiased mammography mass classification

Li, G. & Zwiggelaar, R., 01 Jan 2024, In: Computer Vision and Image Understanding. 238, 10 p., 103884.

Research output: Contribution to journal › Article › peer-review

Open Access

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2 Citations (Scopus)

43 Downloads (Pure)

Improving the CNNs Performance of Mammography Mass Classification via Binary Mask Knowledge Transfer

Li, G. & Zwiggelaar, R., 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). SPIE, 131741Y. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13174).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Informing adoption of a social model of health and wellbeing: A systematic review of literature

Rahman, R., Reid, C., Zwiggelaar, R. & Thomas, A., 09 Jan 2024, Prifysgol Aberystwyth | Aberystwyth University. 38 p.

Research output: Book/Report › Commissioned report

Open Access

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607 Downloads (Pure)

Localization, segmentation, and classification of mammographic abnormalities using deep learning

Islam, A., Suhail, Z. & Zwiggelaar, R., 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). SPIE, 131741Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13174).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Noise Profiling for ANNs: A Bio-inspired Approach

Dutta, S., Burk, J., Santer, R., Zwiggelaar, R. & Boongoen, T., 01 Feb 2024, Advances in Computational Intelligence Systems: Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapt, S. (eds.). Springer Nature, p. 140-153 14 p. (Advances in Intelligent Systems and Computing; vol. 1453).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

On the use of local and scalable Fourier transforms, fractal dimension information, and texture segmentation

Zwiggelaar, R. & Bull, C. R., 2024, p. 100-104. 5 p.

Research output: Contribution to conference › Paper

Preface

Yap, M. H., Kendrick, C., Behera, A., Cootes, T. & Zwiggelaar, R., 24 Jul 2024, Medical Image Understanding and Analysis: 28th Annual Conference, MIUA 2024, Manchester, UK, July 24–26, 2024, Proceedings, Part I. Springer Nature, Vol. 14859. p. v-vi (Lecture Notes in Computer Science; vol. 14859).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Open Access

Segmentation and Classification of Mammographic Abnormalities using Local Binary Patterns and Deep Learning

Zaiter, L. & Zwiggelaar, R., 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). SPIE, 131741Z. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13174).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Snapshot Ensemble on Brain MRI Segmentation

Paudel, B., Zwiggelaar, R. & Akanyeti, O., 19 May 2024, Advances in Computational Intelligence Systems: Contributions Presented at the 21st UK Workshop on Computational Intelligence, September 7-9, 2022, Sheffield, UK. Springer Nature, p. 392-403 12 p. (Advances in Intelligent Systems and Computing; vol. 1454).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

2023

BUS-Set: A benchmark for quantitative evaluation of breast ultrasound segmentation networks with public datasets

Thomas, C., Byra, M., Marti, R., Yap, M. H. & Zwiggelaar, R., 09 May 2023, In: Medical Physics. 50, 5, p. 3223-3243 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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6 Citations (Scopus)

144 Downloads (Pure)

Morphological and Marker-based Watershed Method for Detection and Segmentation of Brain Tumor Regions

Hafeez, F., Suhail, Z. & Zwiggelaar, R., 31 Dec 2023, In: NUST Journal of Engineering Sciences (NJES). 16, 2, p. 108-113 6 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Non-contact respiratory rate monitoring using thermal and visible imaging: A pilot study on neonates

Maurya, L., Zwiggelaar, R., Chawla, D. & Mahapatra, P., 01 Jun 2023, In: Journal of Clinical Monitoring and Computing. 37, 3, p. 815-828 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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12 Citations (Scopus)

131 Downloads (Pure)

Transforming data from the image to the text domain: Benign versus malignant micro-calcification classification

Suhail, Z. & Zwiggelaar, R., 31 Dec 2023, In: (Virtual AWK and Unified Modeling) VAWKUM Transactions on Computer Sciences (VTCS). 11, 2, p. 113-123 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2022

A systematic review of the prediction of hospital length of stay: Towards a unified framework

Stone, K., Zwiggelaar, R., Jones, P. & Parthaláin, N. M., 14 Apr 2022, In: PLOS Digital Health. 1, 4, 38 p., e0000017.

Research output: Contribution to journal › Article › peer-review

Open Access

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52 Citations (Scopus)

152 Downloads (Pure)

Comparison of deep learned and texture features in mammographic mass classification

Li, G., Thomas, C. & Zwiggelaar, R., 13 Jul 2022, 16th International Workshop on Breast Imaging (IWBI2022): Proceedings Volume 12286 Sixteenth International Workshop on Breast Imaging. SPIE, Vol. 12286. p. 153-159 7 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

1 Citation (Scopus)

Deep Learning in Mammography Breast Cancer Detection

Agarwal, R., Hoon Yap, M., Hasan, M. K., Zwiggelaar, R. & Marti, R., 18 Feb 2022, Artificial Intelligence in Medicine. Lidströmer, N. & Ashrafian, H. (eds.). Springer Nature, p. 1287-1300 14 p. (Artificial Intelligence in Medicine).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Open Access

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60 Downloads (Pure)

Groupwise non-rigid image alignment using few parameters: registration of facial and medical images

Aal-Yhia, A. H., Tiddeman, B., Malcolm, P. & Zwiggelaar, R., 09 Sept 2022, Research Anthology on Improving Medical Imaging Techniques for Analysis and Intervention. IGI Global Publishing, p. 1515-1538 24 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

National-AI Enabled Repository for Wales: AI Prototype Testing Sessions Report

Evans, G., Thomas, C., Sauze, C., Zwiggelaar, R. & Higgins, S., 31 Oct 2022, Prifysgol Aberystwyth | Aberystwyth University. 31 p.

Research output: Book/Report › Other report

Open Access

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178 Downloads (Pure)

National-AI Enabled Repository for Wales: Focus Group Summary Report for Project Partners

Evans, G., Higgins, S., Thomas, C., Sauze, C. & Zwiggelaar, R., 26 Oct 2022, 28 p.

Research output: Book/Report › Other report

Surface-based protein domains retrieval methods from a SHREC2021 challenge

Langenfeld, F., Aderinwale, T., Christoffer, C., Shin, W. H., Terashi, G., Wang, X., Kihara, D., Benhabiles, H., Hammoudi, K., Cabani, A., Windal, F., Melkemi, M., Otu, E., Zwiggelaar, R., Hunter, D., Liu, Y., Sirugue, L., Nguyen, H. N. H., Nguyen, T. D. H. & Nguyen-Truong, V. T. & 4 others, Le, D., Nguyen, H. D., Tran, M. T. & Montès, M., 01 Mar 2022, In: Journal of Molecular Graphics and Modelling. 111, 16 p., 108103.

Research output: Contribution to journal › Article › peer-review

Open Access

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2 Citations (Scopus)

120 Downloads (Pure)

Ystorfa Genedlaethol i Gymru wedi'i Galluogi gan Ddeallusrwydd Artiffisial Adroddiad Cryno'r Grŵp Ffocws ar gyfer Partneriaid y Prosiect

Translated title of the contribution: National-AI Enabled Repository for Wales Focus Group Summary Report for Project PartnersEvans, G., Higgins, S., Thomas, C., Sauze, C. & Zwiggelaar, R., 26 Oct 2022, 30 p.

Research output: Book/Report › Other report

2021

Contact-Free Pulse Signal Extraction from Human Face Videos: A Review and New Optimized Filtering Approach

Waqar, M., Zwiggelaar, R. & Tiddeman, B., 2021, Advances in Experimental Medicine and Biology. Rea, P. M. (ed.). 1 ed. Springer Nature, Vol. 9. p. 181-202 22 p. (Advances in Experimental Medicine and Biology; vol. 1317).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

1 Citation (Scopus)

Prostate Cancer Detection Using Image-Based Features in Dynamic Contrast Enhanced MRI

Wang, L., Zheng, Y., Rampun, A. & Zwiggelaar, R., 12 Jul 2021, Medical Image Understanding and Analysis - 25th Annual Conference, MIUA 2021, Proceedings. Papież, B. W., Yaqub, M., Jiao, J., Namburete, A. I. & Noble, J. A. (eds.). Springer Nature, Vol. 12722. p. 43-55 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12722 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Open Access

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116 Downloads (Pure)

Realism of mammography tissue patches simulated using perlin noise: A forced choice reading study

Dustler, M., Bakic, P., Ikeda, D. M., Lång, K. & Zwiggelaar, R., 15 Feb 2021, Medical Imaging 2021: Physics of Medical Imaging. Bosmans, H., Zhao, W. & Yu, L. (eds.). SPIE, 115954X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11595).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Single-Input Multi-Output U-Net for Automated 2D Foetal Brain Segmentation of MR Images

Rampun, A., Jarvis, D., Griffiths, P., Zwiggelaar, R., Scotney, B. W. & Armitage, P., 01 Oct 2021, In: Journal of Imaging. 7, 10, 18 p., 200.

Research output: Contribution to journal › Article › peer-review

Open Access

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6 Citations (Scopus)

76 Downloads (Pure)

2020

An AI-based method to retrieve hematoxylin and eosin breast histology images using mammograms

Hamidinekoo, A., Denton, E., Honnor, K. & Zwiggelaar, R., 22 May 2020, 15th International Workshop on Breast Imaging, IWBI 2020. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, 1151319. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11513).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

1 Citation (Scopus)

Breast Ultrasound Region of Interest Detection and Lesion Localisation

Hoon Yap, M., Goyal, M., Osman, F., Marti, R., Denton, E. R. E., Juette, A. & Zwiggelaar, R., 01 Jul 2020, In: Artificial Intelligence in Medicine. 107, 8 p., 101880.

Research output: Contribution to journal › Article › peer-review

Open Access

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89 Citations (Scopus)

357 Downloads (Pure)

DeepPod: A convolutional neural network based quantification of fruit number in Arabidopsis

Hamidinekoo, A., Garzon Martinez, G. A., Ghahremani Boozandani, M., Corke, F., Zwiggelaar, R., Doonan, J. & Lu, C., 04 Mar 2020, In: GigaScience. 9, 3, 13 p., giaa012.

Research output: Contribution to journal › Article › peer-review

Open Access

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13 Citations (Scopus)

170 Downloads (Pure)

Fuzzy-rough assisted refinement of image processing procedure for mammographic risk assessment

Qu, Y., Fu, Q., Shang, C., Deng, A., Zwiggelaar, R., George, M. & Shen, Q., 30 Jun 2020, In: Applied Soft Computing. 91, 12 p., 106230.

Research output: Contribution to journal › Article › peer-review

Open Access

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14 Citations (Scopus)

153 Downloads (Pure)

Histogram-based approach for mass segmentation in mammograms

Suhail, Z. & Zwiggelaar, R., 22 May 2020, 15th International Workshop on Breast Imaging, IWBI 2020. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, 1151325. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11513).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

2 Citations (Scopus)

Investigating the performance of generative adversarial networks for prostate tissue detection and segmentation

Birbiri, U. C., Hamidinekoo, A., Grall, A., Malcolm, P. & Zwiggelaar, R., 24 Aug 2020, In: Journal of Imaging. 6, 9, 83.

Research output: Contribution to journal › Article › peer-review

Open Access

File

11 Citations (Scopus)

117 Downloads (Pure)

Multi-scale Tree-Based Topological Modelling and Classification of Micro-calcifications

Suhail, Z. & Zwiggelaar, R., 24 Jan 2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer Nature, p. 48-58 11 p. (Communications in Computer and Information Science; vol. 1065).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

1 Citation (Scopus)

Nonrigid 3D shape retrieval with HAPPS: A novel hybrid augmented point pair signature

Otu, E., Zwiggelaar, R., Hunter, D. & Liu, Y., 20 Apr 2020, Proceedings - 6th Annual Conference on Computational Science and Computational Intelligence, CSCI 2019. IEEE Press, p. 662-668 7 p. 9071111. (Proceedings - 6th Annual Conference on Computational Science and Computational Intelligence, CSCI 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

6 Citations (Scopus)

SHREC2020 track: Multi-domain protein shape retrieval challenge

Langenfeld, F., Peng, Y., Lai, Y. K., Rosin, P. L., Aderinwale, T., Terashi, G., Christoffer, C., Kihara, D., Benhabiles, H., Hammoudi, K., Cabani, A., Windal, F., Melkemi, M., Giachetti, A., Mylonas, S., Axenopoulos, A., Daras, P., Otu, E., Zwiggelaar, R. & Hunter, D. & 2 others, Liu, Y. & Montès, M., 01 Oct 2020, In: Computers and Graphics (Pergamon). 91, p. 189-198 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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15 Citations (Scopus)

207 Downloads (Pure)

SHREC’20 Track: Retrieval of digital surfaces with similar geometric reliefs

Moscoso Thompson, E., Biasotti, S., Giachetti, A., Tortorici, C., Werghi, N., Obeid, A. S., Berretti, S., Nguyen-Dinh, H. P., Le, M. Q., Nguyen, H. D., Tran, M. T., Gigli, L., Velasco-Forero, S., Marcotegui, B., Sipiran, I., Bustos, B., Romanelis, I., Fotis, V., Arvanitis, G. & Moustakas, K. & 6 others, Otu, E., Zwiggelaar, R., Hunter, D., Liu, Y., Arteaga, Y. & Luxman, R., 01 Oct 2020, In: Computers and Graphics (Pergamon). 91, p. 199-218 20 p.

Research output: Contribution to journal › Article › peer-review

14 Citations (Scopus)

Status and recommendations of technological and data-driven innovations in cancer care: Focus group study

Kondylakis, H., Axenie, C., Bastola, D., Katehakis, D. G., Kouroubali, A., Kurz, D., Larburu, N., Macía, I., Maguire, R., Maramis, C., Marias, K., Morrow, P., Muro, N., Núñez-Benjumea, F. J., Rampun, A., Rivera-Romero, O., Scotney, B., Signorelli, G., Wang, H. & Tsiknakis, M. & 1 others, Zwiggelaar, R., 15 Dec 2020, In: Journal of Medical Internet Research . 22, 12, 24 p., e22034.

Research output: Contribution to journal › Article › peer-review

Open Access

File

9 Citations (Scopus)

174 Downloads (Pure)

Three-dimensional modeling of microcalciﬁcation clusters using breast tomosynthesis: A preliminary study

Alam, N., Bakic, P. R. & Zwiggelaar, R., 22 May 2020, 15th International Workshop on Breast Imaging, IWBI 2020. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, 115130A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11513).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

Using a Conditional Generative Adversarial Network (cGAN) for Prostate Segmentation

Grall, A., Hamidinekoo, A., Malcolm, P. & Zwiggelaar, R., 24 Jan 2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer Nature, p. 15-25 11 p. (Communications in Computer and Information Science; vol. 1065).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

5 Citations (Scopus)

2019

Automated Mammogram Analysis with a Deep Learning Pipeline

Hamidinekoo, A., Denton, E. & Zwiggelaar, R., 27 Jul 2019, arXiv, 5 p.

Research output: Working paper › Preprint

Open Access

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3 Downloads (Pure)

Biomedical Engineering Systems and Technologies: 11th International Joint Conference, BIOSTEC 2018, Funchal, Madeira, Portugal, January 19–21, 2018, Revised Selected Papers

Cliquet Jr., A., Wiebe, S., Anderson, P., Saggio, G., Zwiggelaar, R., Gamboa, H., Fred, A. & Bermúdez i Badia, S., 13 Aug 2019, Springer Nature. 526 p. (Communications in Computer and Information Science; vol. 1024)

Research output: Book/Report › Edited book

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Rampun, A., López-Linares, K., Morrow, P. J., Scotney, B. W., Wang, H., Ocaña, I. G., Maclair, G., Zwiggelaar, R., González Ballester, M. A. & Macía, I., 31 Oct 2019, In: Medical Image Analysis. 57, p. 1-17 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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