Prof Greg Slabaugh
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Prof of Computer Vision and AI
Director of The Digital Environment Research Institute
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
Computer vision, Medical image computing, Computational photography, Generative AI, Multimodal AI, Graph neural networks
Interests
I am interested in computer vision using deep learning techniques. This includes learning paradigms, neural network architectures, and applications across diverse topics. Currently my work explores image, video, surface, and graph representations of data, upon which deep neural networks operate, including convolutional, transformer, and state-space models in unimodal and multi-modal settings. Applications include healthcare, digital twins, drug discovery, computational photography, materials discovery, safety, vision-language models, video synthesis using generative AI.Publications
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2024
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Shyam-Sundar V, Slabaugh G, Mohiddin SA, Petersen SE and Aung N
Open Heart, Bmj vol. 11 (2), e002901-e002901.
01-12-2024
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Bevis L, Misghina S, Rauseo E, Lopez Barrera C, Plank G, Vigmond E, Loewe A, Karabelas E, Solis-Lemus JA, Niederer S, Petersen S, Slabaugh G, Mathur A and Roney C
Computing in Cardiology 2024 (CinC24) Karlsruhe, Germany 11 Sep 2024 - 9 Dec 2024. vol. 51
01-12-2024
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Catley-Chandar S, Shaw R, Slabaugh G and Pérez-Pellitero E
European Conference on Computer Vision (2024). vol. 15070, 54-71.
28-11-2024
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Gaintseva T, Benning M and Slabaugh G
In Computer Vision – Eccv 2024, Springer Nature 412-428.
02-11-2024
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Misghina S, Rauseo E, Barrera CE, Vigmond EJ, Slabaugh G, Aung N, Petersen SE, Munroe PB and Roney CH
ESC 2024. vol. 45 (Supplement_1), ehae666.3504-ehae666.3504.
28-10-2024
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Jaffery OA, Zolotarev A, Barera CE, Rodero C, Niederer S, Slabaugh G, Good WW and Roney CH
European Heart Journal, Oxford University Press (Oup) vol. 45 (Supplement_1), ehae666.579-ehae666.579.
28-10-2024
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Cheng F, Rauseo E, Misghina S, Barrera C, Vigmond E, Slabaugh G, Aung N, Petersen S and Roney C
ESC 2024. vol. 45 (Supplement_1), ehae666.3501-ehae666.3501.
28-10-2024
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Shyam-Sundar V, Nicholls H, Chadalavada S, Vargas J, Slabaugh G, Mohiddin S, Petersen S and Aung N
ESC 2024. vol. 45 (Supplement_1), ehae666.248-ehae666.248.
28-10-2024
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Drummond D, Adejumo I, Hansen K, Poberezhets V, Slabaugh G and Hui CY
Breathe, European Respiratory Society (Ers) vol. 20 (3)
01-10-2024
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Bransby KM, Bajaj R, Ramasamy A, Çap M, Yap N, Slabaugh G, Bourantas C and Zhang Q
Computers in Biology and Medicine, Elsevier vol. 182, 109162-109162.
20-09-2024
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Shyam-Sundar V, Harding D, Khan A, Abdulkareem M, Slabaugh G, Mohiddin SA, Petersen SE and Aung N
Frontiers in Cardiovascular Medicine, Frontiers vol. 11
29-08-2024
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Shyam-Sundar V, Mahmood A, Slabaugh G, Chahal A, Petersen SE, Aung N, Mohiddin SA and Khanji MY
European Heart Journal - Quality of Care and Clinical Outcomes, Oxford University Press (Oup), qcae069-qcae069.
23-08-2024
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Dee W, Sequeira I, Lobley A and Slabaugh G
Iscience, Elsevier vol. 27 (8), 110511-110511.
01-08-2024
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Chadalavada S, Rauseo E, Salih A, Naderi H, Khanji M, Vargas JD, Lee AM, Amir-Kalili A, Lockhart L, Graham B, Chirvasa M, Fung K, Paiva J, Sanghvi MM, Slabaugh GG, Jensen MT, Aung N and Petersen SE
European Heart Journal - Imaging Methods and Practice, Oxford University Press (Oup) vol. 2 (3)
25-07-2024
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Senadeera DC, Yang X, Kollias D and Slabaugh G
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 4888-4897.
18-06-2024
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Jin Y, Song X, Slabaugh G and Lucas S
Ieee Transactions On Games, Institute of Electrical and Electronics Engineers (Ieee) vol. PP (99), 1-10.
03-06-2024
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Khan A, Asad M, Benning M, Roney C and Slabaugh G
2024 IEEE International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
30-05-2024
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Alwazzan O, Patras I and Slabaugh G
International Symposium On Biomedical Imaging, Institute of Electrical and Electronics Engineers (Ieee) vol. 00, 1-5.
30-05-2024
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Shyam-Sundar V, Nicholls H, Harding D, Slabaugh G, Mohiddin S, Petersen S and Aung N
ACHD/Valve disease/Pericardial disease/Cardiomyopathy., a17-a18.
27-05-2024
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Jawaid MM, Narejo S, Riaz F, Reyes-Aldasoro CC, Slabaugh G and Brown J
Medical Engineering & Physics, Elsevier vol. 129
22-05-2024
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Jaffery OA, Melki L, Slabaugh G, Good WW and Roney CH
Arrhythmia & Electrophysiology Review, Radcliffe Cardiology vol. 13
20-05-2024
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Jaffery OA, Barrera CE, Rodero C, Zolotarev A, Good WW, Slabaugh G, Niederer S, Vigmond EJ and Roney CH
Heart Rhythm Society. vol. 21 (5), s568-s568.
01-05-2024
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Anselmi M, Slabaugh G, Crespo-Otero R and Di Tommaso D
Digital Discovery, Royal Society of Chemistry (Rsc) vol. 3 (5), 1048-1057.
23-04-2024
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Zhang Q, Zheng B, Li Z, Liu Y, Zhu Z, Slabaugh G and Yuan S
Neural Networks, Elsevier vol. 175, 106293-106293.
10-04-2024
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Chen Q, Zheng B, Yan C, Zhu Z, Wang T, Slabaugh G and Yuan S
Journal of Visual Communication and Image Representation, Elsevier vol. 100, 104117-104117.
01-04-2024
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Senior H, Slabaugh G, Yuan S and Rossi L
The Visual Computer, Springer Science and Business Media Llc
29-03-2024
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Papadopoulou A, Harding D, Slabaugh G, Marouli E and Deloukas P
Heliyon, Elsevier vol. 10 (7)
17-03-2024
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Chadalavada S, Rauseo E, Salih A, Naderi H, Khanji M, Vargas JD, Lee AM, Amir-Kalili A, Lockhart L, Graham B, Chirvasa M, Fung K, Paiva J, Slabaugh GG, Jensen MT, Aung N and Petersen SE
Abstracts., a5.1-a5a5.
01-03-2024
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Khan A, Asad M, Zolotarev A, Roney C, Mathur A, Benning M and Slabaugh G
In Segmentation of The Aorta. Towards The Automatic Segmentation, Modeling, and Meshing of The Aortic Vessel Tree From Multicenter Acquisition, Springer Nature 67-79.
01-01-2024
2023
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Slabaugh G, Beltran L, Rizvi H, Deloukas P and Marouli E
Frontiers in Oncology, Frontiers vol. 13
07-11-2023
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Jaffery OA, Horrach CV, Lagalante DJ, Thomas G, Slabaugh G, Melki L, Good WW and Roney CH
2023 Computing in Cardiology Conference (CinC). vol. 50, 1-4.
04-10-2023
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Rauseo E, Abdulkareem M, Khan A, Cooper J, Lee AM, Aung N, Slabaugh GG and Petersen SE
European Heart Journal - Cardiovascular Imaging, Oxford University Press (Oup) vol. 24 (10), 1363-1373.
12-09-2023
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Alwazzan O, Khan A, Patras I and Slabaugh G
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
21-04-2023
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Bransby KM, Tufaro V, Çap M, Slabaugh G, Bourantas C and Zhang Q
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
21-04-2023
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Rauseo E, Salih A, Raisi-Estabragh Z, Aung N, Khanderia N, Slabaugh GG, Marshall CR, Neubauer S, Radeva P, Galazzo IB, Menegaz G and Petersen SE
Jacc Cardiovascular Imaging, Elsevier vol. 16 (7), 905-915.
12-04-2023
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Fu Q, Xie H, Qin Z, Slabaugh G and Tao X
Ieee Wireless Communications Letters, Institute of Electrical and Electronics Engineers, 1-1.
10-03-2023
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Chen R, Zheng B, Zhang H, Chen Q, Yan C, Slabaugh G and Yuan S
Annual AAAI Conference on Artificial Intelligence. vol. 37 (1), 340-349.
07-02-2023
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Arain Z, Iliodromiti S, Slabaugh G, David AL and Chowdhury TT
Current Research in Physiology, Elsevier vol. 6
01-01-2023
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Bransby KM, Slabaugh G, Bourantas C and Zhang Q
In Medical Image Computing and Computer Assisted Intervention – Miccai 2023, Springer Nature 519-528.
01-01-2023
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Khan A, Alwazzan O, Benning M and Slabaugh G
In Left Atrial and Scar Quantification and Segmentation, Springer Nature 69-82.
01-01-2023
2022
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Zheng B, Pan X, Zhang H, Zhou X, Slabaugh G, Yan C and Yuan S
Proceedings of the 30th ACM International Conference on Multimedia., 1954-1963.
10-10-2022
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Zheng B, Yuan S, Yan C, Tian X, Zhang J, Sun Y, Liu L, Leonardis A and Slabaugh G
Ieee Transactions On Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (Ieee) vol. 44 (11), 7705-7717.
04-10-2022
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Catley-Chandar S, Tanay T, Vandroux L, Leonardis A, Slabaugh G and Perez-Pellitero E
Ieee Transactions On Image Processing, Institute of Electrical and Electronics Engineers
08-09-2022
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Zheng B, Chen Q, Yuan S, Zhou X, Zhang H, Zhang J, Yan C and Slabaugh G
Ieee Transactions On Computational Imaging, Institute of Electrical and Electronics Engineers (Ieee) vol. 8, 346-357.
03-05-2022
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Tanay T, Sootla A, Maggioni M, Dokania PK, Torr PHS, Leonardis A and Slabaugh G
Ieee Transactions On Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers
17-03-2022
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Sun Y, Li L, Yao T, Lu T, Zheng B, Yan C, Zhang H, Bao Y, Ding G and Slabaugh G
International Journal of Intelligent Systems, Wiley vol. 37 (5), 2969-2987.
19-01-2022
2021
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Zhao H, Zheng B, Yuan S, Zhang H, Yan C, Li L and Slabaugh G
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 32 (7), 4138-4149.
27-10-2021
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Moran S, McDonagh S and Slabaugh G
International Conference on Pattern Recognition., 9796-9803.
01-01-2021
2020
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Yuan S, Timofte R, Leonardis A, Slabaugh G, Luo X, Zhang J, Qu Y, Hong M, Xie Y, Li C, Xu D, Chu Y, Sun Q, Liu S, Zong Z, Nan N, , Kim S, Nam H, Kim J, et al.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 1882-1893.
19-06-2020
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Isobe T, Li S, Jia X, Yuan S, Slabaugh G, Xu C, Li Y-L, Wang S and Tian Q
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 8005-8014.
13-06-2020
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Zheng B, Yuan S, Slabaugh G and Leonardis A
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 3633-3642.
13-06-2020
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Liu L, Yuan S, Liu J, Bao L, Slabaugh G and Tian Q
Advances in Neural Information Processing Systems. vol. 2020-December
01-01-2020
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Liu L, Liu J, Yuan S, Slabaugh G, Leonardis A, Zhou W and Tian Q
Lecture Notes in Computer Science. vol. 12358, 86-102.
01-01-2020
2019
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Yuan S, Timofte R, Slabaugh G and Leonardis A
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 3526-3533.
27-10-2019
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Yuan S, Timofte R, Slabaugh G, Leonardis A, Zheng B, Ye X, Tian X, Chen Y, Cheng X, Fu Z, Yang J, Hong M, Lin W, Yang W, Qu Y, Shin H-K, Kim J-Y, Ko S-J, Dong H, Guo Y, et al.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 3534-3545.
27-10-2019
2018
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Yang G, Zhuang X, Khan H, Nyktari E, Haldar S, Li L, Wage R, Ye X, Slabaugh G, Mohiaddin R, Wong T, Keegan J and Firmin D
In Cardiovascular Imaging and Image Analysis, Taylor & Francis 109-130.
03-10-2018
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Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Li L, Wage R, Ye X, Slabaugh G, Mohiaddin R, Wong T, Keegan J and Firmin D
Medical Physics, Wiley vol. 45 (4), 1562-1576.
15-03-2018
2017
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Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Ye X, Slabaugh G, Wong T, Mohiaddin R, Keegan J and Firmin D
International Symposium on Biomedical Imaging., 844-848.
15-06-2017
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Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Li L, Ye X, Slabaugh G, Wong T, Mohiaddin R, Keegan J and Firmin D
SPIE Medical Imaging. vol. 10134
01-01-2017
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Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Li L, Ye X, Slabaugh G, Wong T, Mohiaddin R, Keegan J and Firmin D
SPIE Medical Imaging. vol. 10133
01-01-2017
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Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Ye X, Slabaugh G, Wong T, Mohiaddin R, Keegan J and Firmin D
SPIE Medical Imaging. vol. 723, 195-206.
01-01-2017
2016
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Yang G, Ye X, Slabaugh G, Keegan J, Mohiaddin R and Firmin D
Medical Imaging 2016: Image Processing. vol. 9784
21-03-2016
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Yang G, Ye X, Slabaugh G, Keegan J, Mohiaddin R and Firmin D
Lecture Notes in Computer Science. vol. 9680, 179-190.
01-01-2016
2013
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Boone DJ, Halligan S, Roth HR, Hampshire TE, Helbren E, Slabaugh GG, McQuillan J, McClelland JR, Hu M, Punwani S, Taylor SA and Hawkes DJ
Radiology, Radiological Society of North America (Rsna) vol. 268 (3), 752-760.
17-05-2013
2009
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Ye X, Lin X, Dehmeshki J, Slabaugh G and Beddoe G
Biomedical Engineering, Ieee Transactions On, Ieee vol. 56, 1810-1820.
01-07-2009
Grants
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Caroline Roney, Zion Tse, Dylan Morrissey, Stuart Miller, Trevor Prior and Greg Slabaugh
£227,485 Innovate UK
01-08-2024 - 31-07-2026
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Maria Liakata, Julia Ive, Matthew Purver, Michael Schlichtkrull, Claude Chelala and Greg Slabaugh
£1,799,332 EPSRC Engineering and Physical Sciences Research Council
01-05-2024 - 31-03-2028
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Greg Slabaugh and Emma Tjong
£10,400 Merck
01-10-2023 - 30-09-2027
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Greg Slabaugh
£35,668 Remark AI Remark AI UK Limited
01-10-2023 - 30-09-2027
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Greg Slabaugh
£125,917 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2023 - 30-09-2027
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James Timmons, Peter McCormick and Greg Slabaugh
£331,647 MRC Medical Research Council
30-09-2023 - 29-09-2025
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John Whiteley and Greg Slabaugh
£3,519,133 NIHR National Institute for Health Research
01-12-2022 - 30-11-2027
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John Whiteley, Costantino Pitzalis, Martin Knight, Greg Slabaugh and Xavier Griffin
£3,343,542 NIHR National Institute for Health Research
01-12-2022 - 30-11-2027
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Alexander Shestopaloff and Greg Slabaugh
£219,928 Innovate UK
01-11-2022 - 30-11-2025
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Greg Slabaugh
£123,829 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2022 - 30-09-2026
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Greg Slabaugh
£39,052 AZ AstraZeneca UK Limited
15-01-2024 - 15-08-2024
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Akram Alomainy, Greg Slabaugh, Alastair Noyce, Vahitha Abdul Salam and Viji Draviam Sastry
£34,544 Innovate UK
01-12-2022 - 31-03-2023