Prof Greg Slabaugh

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

2024

Shyam-Sundar V, Slabaugh G, Mohiddin SA, Petersen SE and Aung N
Open Heart, Bmj vol. 11 (2), e002901-e002901.
01-12-2024

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

Catley-Chandar S, Shaw R, Slabaugh G and Pérez-Pellitero E
European Conference on Computer Vision (2024). vol. 15070, 54-71.
28-11-2024

Gaintseva T, Benning M and Slabaugh G
In Computer Vision – Eccv 2024, Springer Nature 412-428.
02-11-2024

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

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

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

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

Drummond D, Adejumo I, Hansen K, Poberezhets V, Slabaugh G and Hui CY
Breathe, European Respiratory Society (Ers) vol. 20 (3)
01-10-2024

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

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

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

Dee W, Sequeira I, Lobley A and Slabaugh G
Iscience, Elsevier vol. 27 (8), 110511-110511.
01-08-2024

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

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

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

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

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

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

Jawaid MM, Narejo S, Riaz F, Reyes-Aldasoro CC, Slabaugh G and Brown J
Medical Engineering & Physics, Elsevier vol. 129
22-05-2024

Jaffery OA, Melki L, Slabaugh G, Good WW and Roney CH
Arrhythmia & Electrophysiology Review, Radcliffe Cardiology vol. 13
20-05-2024

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

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

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

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

Senior H, Slabaugh G, Yuan S and Rossi L
The Visual Computer, Springer Science and Business Media Llc
29-03-2024

Papadopoulou A, Harding D, Slabaugh G, Marouli E and Deloukas P
Heliyon, Elsevier vol. 10 (7)
17-03-2024

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

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

Slabaugh G, Beltran L, Rizvi H, Deloukas P and Marouli E
Frontiers in Oncology, Frontiers vol. 13
07-11-2023

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

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

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

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

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

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

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

Arain Z, Iliodromiti S, Slabaugh G, David AL and Chowdhury TT
Current Research in Physiology, Elsevier vol. 6
01-01-2023

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

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

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

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

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

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

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

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

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

Moran S, McDonagh S and Slabaugh G
International Conference on Pattern Recognition., 9796-9803.
01-01-2021
2020

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

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

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

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

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

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

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

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

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

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

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

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

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

Yang G, Ye X, Slabaugh G, Keegan J, Mohiaddin R and Firmin D
Medical Imaging 2016: Image Processing. vol. 9784
21-03-2016

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

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

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


Caroline Roney, Zion Tse, Dylan Morrissey, Stuart Miller, Trevor Prior and Greg Slabaugh
£227,485 Innovate UK
01-08-2024 - 31-07-2026

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

Greg Slabaugh and Emma Tjong
£10,400 Merck
01-10-2023 - 30-09-2027

Greg Slabaugh
£35,668 Remark AI Remark AI UK Limited
01-10-2023 - 30-09-2027

Greg Slabaugh
£125,917 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2023 - 30-09-2027

James Timmons, Peter McCormick and Greg Slabaugh
£331,647 MRC Medical Research Council
30-09-2023 - 29-09-2025

John Whiteley and Greg Slabaugh
£3,519,133 NIHR National Institute for Health Research
01-12-2022 - 30-11-2027

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

Alexander Shestopaloff and Greg Slabaugh
£219,928 Innovate UK
01-11-2022 - 30-11-2025

Greg Slabaugh
£123,829 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2022 - 30-09-2026

Greg Slabaugh
£39,052 AZ AstraZeneca UK Limited
15-01-2024 - 15-08-2024

Akram Alomainy, Greg Slabaugh, Alastair Noyce, Vahitha Abdul Salam and Viji Draviam Sastry
£34,544 Innovate UK
01-12-2022 - 31-03-2023