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
Publications of specific relevance to the Centre for Multimodal AI2025
SuperCap: Multi-resolution Superpixel-Based Image CaptioningSenior H Rossi L Slabaugh G Yuan S
In Pattern Recognition and Computer Vision, Springer Nature 1-15.
09-11-2025
Robust Photo-Realistic Hand Gesture Generation: from Single View to Multiple ViewFu Q Chen X Asad M Yuan S Oh C Slabaugh G
Proceedings of the 33rd ACM International Conference on Multimedia., 10662-10670.
27-10-2025
Towards deployment-centric multimodal AI beyond vision and languageLiu X Zhang J Zhou S van der Plas T Vijayaraghavan A Grishina A Zhuang M Tomlinson C et al.
Nature Machine Intelligence, Nature Research
21-10-2025
XFMamba: Cross-Fusion Mamba for Multi-view Medical Image ClassificationZheng X Chen X Gong S Griffin X Slabaugh G
In Medical Image Computing and Computer Assisted Intervention – Miccai 2025, Springer Nature 672-682.
21-09-2025
Advancing personalised treatment selection for atrial fibrillation: An in silico approachMisghina SB Rauseo E López-Barrera CE Vigmond EJ Slabaugh G Aung N Petersen SE Munroe PB et al.
Journal of Pharmacological and Toxicological Methods, Elsevier vol. 135, 107854-107854.
01-09-2025
BS05 Assessment of turbulent aortic flow patterns in clinical regions of interest for durable transcatheter aortic valve implantationBevis L Karabelas E Rauseo E Khan A Chen X Burns R Patel K Bhatti Y et al.
Basic science., a241.3-a2a243.
13-08-2025
6-017 Cardiac and cerebral ischaemic diseases: how vascular risk factors shape shared cardiac radiomics featuresRauseo E Salih A Morcillo CI Gkontra P Aung N Slabaugh GG Lekadir K Petersen SE
Imaging., a190-a191.
13-08-2025
6-022 Using serum biomarkers to predict T1 and T2 on cardiac MRI in patients presenting with acute myocarditisShyam-Sundar V Slabaugh G Mohiddin S Petersen S Aung N
Imaging., a195-a196.
13-08-2025
Robust Photo-Realistic Hand Gesture Generation: from Single View to Multiple ViewFu Q Chen X Asad M Yuan S Oh C Slabaugh G
In Arxiv
05-08-2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational PathologyGallagher-Syed A Senior H Alwazzan O Pontarini E Bombardieri M Pitzalis C Lewis MJ Barnes MR et al.
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 10372-10383.
17-06-2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational PathologySlabaugh G Gallagher-Syed A Senior H Alwazzan O Pontarini E Bombardieri M Pitzalis C Barnes M et al.
10-06-2025
BOrg: A Brain Organoid-Based Mitosis Dataset for Automatic Analysis of Brain DiseasesAwais M Hameed MS Bhattacharya B Reiner O Slabaugh G Anwer RM
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
17-04-2025
Synthetic fibrosis distributions for data augmentation in predicting atrial fibrillation ablation outcomes: an in silico studyZolotarev AM Johnson K Mohammad Y Alwazzan O Slabaugh G Roney CH
Frontiers in Cardiovascular Medicine, Frontiers vol. 12
11-04-2025
Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: A multi-site technical validation studyBashir U Wang C Smillie R Khan AKR Ahmed HT Ordidge K Power N Gerlinger M et al.
Clinical Radiology, Elsevier, 106914-106914.
01-04-2025
PO-FP-077 INVESTIGATING BORDER ZONE EFFECTS ON VENTRICULAR LOCAL ACTIVATION TIME USING IMAGING AND ELECTRICAL DATA DIGITAL TWINSCheng F Tonko J Rauseo E Misghina SB Barrera C Vigmond EJ Slabaugh G Aung N et al.
Heart Rhythm, Elsevier vol. 22 (4), s113-s113.
01-04-2025
PO-05-017 A CONSENSUS BASED ELECTRO-OPTIC FLOW ABLATION STRATEGY FOR PERSISTENT AFJaffery OA Barrera CE Zolotarev A Good WW Rodero C Slabaugh G Vigmond EJ Niederer S et al.
Heart Rhythm, Elsevier vol. 22 (4), s568-s569.
01-04-2025
Compositional Segmentation of Cardiac Images Leveraging MetadataKhan A Asad M Benning M Roney C Slabaugh G
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). vol. 00, 9489-9498.
06-03-2025
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image SegmentationKhan A Asad M Benning M Roney C Slabaugh G
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). vol. 00, 1893-1903.
06-03-2025
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image ClassificationZheng X Chen X Gong S Griffin X Slabaugh G
In Arxiv
04-03-2025
HanDrawer: Leveraging Spatial Information to Render Realistic Hands Using a Conditional Diffusion Model in Single StageFu Q Chen X Asad M Yuan S Oh C Slabaugh G
In Arxiv
03-03-2025
An Ensemble of 3D Residual Encoder UNet Models for Solving Multi-class Bi-atrial Segmentation ChallengeZolotarev A Johnson K Khan A Slabaugh G Roney C
In Statistical Atlases and Computational Models of The Heart. Workshop, Cmrxrecon and Mbas Challenge Papers., Springer Nature 209-213.
01-01-2025
Generative Machine Learning Models in Medical Image ComputingZhang L Chen C Li Z Slabaugh G
01-01-2025
Adaptive Multi-modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle LossFu Q Yang X Asad M Oh C Yuan S Slabaugh G
In Computer Vision – Eccv 2024 Workshops, Springer Nature 68-84.
01-01-2025
2024
Artificial intelligence in respiratory care: perspectives on critical opportunities and challengesDrummond D Adejumo I Hansen K Poberezhets V Slabaugh G Hui CY
Breathe, European Respiratory Society vol. 20 (3), 230189-230189.
10-12-2024
Clinical features, myocardial injury and systolic impairment in acute myocarditis.Shyam-Sundar V Slabaugh G Mohiddin SA Petersen SE Aung N
Open Heart, Bmj vol. 11 (2), e002901-e002901.
01-12-2024
Development of a User-Friendly Pipeline for Constructing Atrial Models at Scale: Importance of the End-User for Clinical UptakeBevis L Misghina S Rauseo E Lopez Barrera C Plank G Vigmond E Loewe A Karabelas E et al.
Computing in Cardiology 2024 (CinC24) Karlsruhe, Germany 11 Sep 2024 - 9 Dec 2024. vol. 51
01-12-2024
RoGUENeRF: A Robust Geometry-Consistent Universal Enhancer for NeRFCatley-Chandar S Shaw R Slabaugh G Pérez-Pellitero E
European Conference on Computer Vision (2024). vol. 15070, 54-71.
28-11-2024
Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision OncologyAlwazzan O Gallagher-Syed A Millner TO Brandner S Patras I Marino S Slabaugh G
In Arxiv
26-11-2024
RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image EnhancementGaintseva T Benning M Slabaugh G
In Computer Vision – Eccv 2024, Springer Nature 412-428.
02-11-2024
Compositional Segmentation of Cardiac Images Leveraging MetadataKhan A Asad M Benning M Roney C Slabaugh G
In Arxiv
30-10-2024
Biventricular modelling for investigating ventricular arrhythmias in silicoCheng F Rauseo E Misghina S Barrera C Vigmond E Slabaugh G Aung N Petersen S et al.
ESC 2024. vol. 45 (Supplement_1), ehae666.3501-ehae666.3501.
28-10-2024
Going Beyond H&E and Oncology: How Do Histopathology Foundation Models Perform for Multi-stain IHC and Immunology?Gallagher-Syed A Pontarini E Lewis MJ Barnes MR Slabaugh G
In Arxiv
28-10-2024
The impact of multimorbidity on cardiac remodelling in the UK BiobankShyam-Sundar V Nicholls H Chadalavada S Vargas J Slabaugh G Mohiddin S Petersen S Aung N
ESC 2024. vol. 45 (Supplement_1), ehae666.248-ehae666.248.
28-10-2024
In-silico insights into personalised therapy selection of anti-arrhythmic drugs and ablation using patient-specific biatrial models for atrial fibrillationMisghina S Rauseo E Barrera CE Vigmond EJ Slabaugh G Aung N Petersen SE Munroe PB et al.
ESC 2024. vol. 45 (Supplement_1), ehae666.3504-ehae666.3504.
28-10-2024
An in-silico comparison of anatomical and substrate based AF ablation using electro and optical flow mappingJaffery OA Zolotarev A Barera CE Rodero C Niederer S Slabaugh G Good WW Roney CH
European Heart Journal, Oxford University Press (OUP) vol. 45 (Supplement_1), ehae666.579-ehae666.579.
28-10-2024
Clustering analysis based on clinically available data for improving risk stratification and outcome prediction of hypertensionRauseo E Salih A Cooper J Abdulkareem M Chadalavada S Naderi H Munroe PB Aung N et al.
ESC 2024 Congress. vol. 45 (Supplement_1), ehae666.2542-ehae666.2542.
28-10-2024
POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound SegmentationBransby KM Bajaj R Ramasamy A Çap M Yap N Slabaugh G Bourantas C Zhang Q
Computers in Biology and Medicine, Elsevier vol. 182, 109162-109162.
20-09-2024
Management of acute myocarditis: a systematic review of clinical practice guidelines and recommendationsShyam-Sundar V Mahmood A Slabaugh G Chahal A Petersen SE Aung N Mohiddin SA Khanji MY
European Heart Journal - Quality of Care and Clinical Outcomes, Oxford University Press (OUP), qcae069-qcae069.
23-08-2024
Cell-vision fusion: A Swin transformer-based approach for predicting kinase inhibitor mechanism of action from Cell Painting dataDee W Sequeira I Lobley A Slabaugh G
Iscience, Elsevier vol. 27 (8), 110511-110511.
01-08-2024
Quality control of cardiac magnetic resonance imaging segmentation, feature tracking, aortic flow, and native T1 analysis using automated batch processing in the UK Biobank studyChadalavada S Rauseo E Salih A Naderi H Khanji M Vargas JD Lee AM Amir-Kalili A et al.
European Heart Journal - Imaging Methods and Practice, Oxford University Press (OUP) vol. 2 (3)
25-07-2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive AttentionSenadeera DC Yang X Kollias D Slabaugh G
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 4888-4897.
18-06-2024
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationKhan A Asad M Benning M Roney C Slabaugh G
In Arxiv
09-06-2024
Partial Advantage Estimator for Proximal Policy OptimizationJin Y Song X Slabaugh G Lucas S
IEEE Transactions on Games, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-10.
03-06-2024
Crop and Couple: Cardiac Image Segmentation Using Interlinked Specialist NetworksKhan A Asad M Benning M Roney C Slabaugh G
2024 IEEE International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
30-05-2024
FOAA: Flattened Outer Arithmetic Attention for Multimodal Tumor ClassificationAlwazzan O Patras I Slabaugh G
International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE) vol. 00, 1-5.
30-05-2024
14 A single centre retrospective study of patients presenting with acute forms of myocarditis: insights from clinical and cardiac MRI dataShyam-Sundar V Nicholls H Harding D Slabaugh G Mohiddin S Petersen S Aung N
ACHD/Valve disease/Pericardial disease/Cardiomyopathy., a17-a18.
27-05-2024
Non-calcified plaque-based coronary stenosis grading in contrast enhanced CTJawaid MM Narejo S Riaz F Reyes-Aldasoro CC Slabaugh G Brown J
Medical Engineering & Physics, Elsevier vol. 129
22-05-2024
A Review of Personalised Cardiac Computational Modelling Using Electroanatomical Mapping DataJaffery OA Melki L Slabaugh G Good WW Roney CH
Arrhythmia & Electrophysiology Review, Radcliffe Cardiology vol. 13
20-05-2024
PO-05-163 TOWARDS AUTOMATED GENERATION OF ABLATION LESION MASKS: A UNISON OF ELECTRO AND OPTIC FLOW MAPPINGJaffery OA Barrera CE Rodero C Zolotarev A Good WW Slabaugh G Niederer S Vigmond EJ et al.
Heart Rhythm Society. vol. 21 (5), s568-s568.
01-05-2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive AttentionSenadeera DC Yang X Kollias D Slabaugh G
In Arxiv
27-04-2024
Multi-view Cardiac Image Segmentation via Trans-Dimensional PriorsKhan A Asad M Benning M Roney C Slabaugh G
In Arxiv
25-04-2024
Molecular graph transformer: stepping beyond ALIGNN into long-range interactionsAnselmi M Slabaugh G Crespo-Otero R Di Tommaso D
Digital Discovery, Royal Society of Chemistry (Rsc) vol. 3 (5), 1048-1057.
23-04-2024
Non-local degradation modeling for spatially adaptive single image super-resolutionZhang Q Zheng B Li Z Liu Y Zhu Z Slabaugh G Yuan S
Neural Networks, Elsevier vol. 175, 106293-106293.
10-04-2024
GoLDFormer: A global–local deformable window transformer for efficient image restorationChen Q Zheng B Yan C Zhu Z Wang T Slabaugh G Yuan S
Journal of Visual Communication and Image Representation, Elsevier vol. 100, 104117-104117.
01-04-2024
Graph neural networks in vision-language image understanding: a surveySenior H Slabaugh G Yuan S Rossi L
The Visual Computer, Springer Science and Business Media Llc
29-03-2024
Prediction of atrial fibrillation and stroke using machine learning models in UK BiobankPapadopoulou A Harding D Slabaugh G Marouli E Deloukas P
Heliyon, Elsevier vol. 10 (7)
17-03-2024
MOAB: Multi-Modal Outer Arithmetic Block For Fusion Of Histopathological Images And Genetic Data For Brain Tumor GradingAlwazzan O Khan A Patras I Slabaugh G
In Arxiv
10-03-2024
FOAA: Flattened Outer Arithmetic Attention For Multimodal Tumor ClassificationAlwazzan O Patras I Slabaugh G
In Arxiv
10-03-2024
11 Visual quality control of assessment of AI-assisted high-volume CMR segmentation in the UK BiobankChadalavada S Rauseo E Salih A Naderi H Khanji M Vargas JD Lee AM Amir-Kalili A et al.
Abstracts., a5.1-a5a5.
01-03-2024
Crop and Couple: cardiac image segmentation using interlinked specialist networksKhan A Asad M Benning M Roney C Slabaugh G
In Arxiv
14-02-2024
Predicting Atrial Fibrillation Treatment Outcome with Siamese Multi-modal Fusion and Cardiac Digital TwinsZolotarev AM Khan AKR Slabaugh G Roney CH
Medical Imaging with Deep Learning. vol. 250, 1927-1938.
01-01-2024
Misclassification Loss for Segmentation of the Aortic Vessel TreeKhan A Asad M Zolotarev A Roney C Mathur A Benning M 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
Applications of machine and deep learning to thyroid cytology and histopathology: a reviewSlabaugh G Beltran L Rizvi H Deloukas P Marouli E
Frontiers in Oncology, Frontiers vol. 13
07-11-2023
Subject-Specific Ablation of Pathologic Conduction Patterns Beyond the Pulmonary Veins: A Personalised Modelling ApproachJaffery OA Horrach CV Lagalante DJ Thomas G Slabaugh G Melki L Good WW Roney CH
2023 Computing in Cardiology Conference (CinC). vol. 50, 1-4.
04-10-2023
MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide ImagesGallagher-Syed A Rossi L Rivellese F Pitzalis C Lewis M Barnes M Slabaugh G
In Arxiv
19-09-2023
Automated segmentation of rheumatoid arthritis immunohistochemistry stained synovial tissueGallagher-Syed A Khan A Rivellese F Pitzalis C Lewis MJ Slabaugh G Barnes MR
In Arxiv
13-09-2023
Joint Dense-Point Representation for Contour-Aware Graph SegmentationBransby KM Slabaugh G Bourantas C Zhang Q
In Arxiv
21-06-2023
MOAB: Multi-Modal Outer Arithmetic Block for Fusion of Histopathological Images and Genetic Data for Brain Tumor GradingAlwazzan O Khan A Patras I Slabaugh G
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
21-04-2023
3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional NetworksBransby KM Tufaro V Çap M Slabaugh G Bourantas C Zhang Q
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.
21-04-2023
Vector Quantized Semantic Communication SystemFu Q Xie H Qin Z Slabaugh G Tao X
IEEE Wireless Communications Letters, Institute of Electrical and Electronics Engineers, 1-1.
10-03-2023
Graph Neural Networks in Vision-Language Image Understanding: A SurveySenior H Slabaugh G Yuan S Rossi L
In Arxiv
07-03-2023
3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional NetworksBransby KM Tufaro V Cap M Slabaugh G Bourantas C Zhang Q
In Arxiv
28-02-2023
Improving Dynamic HDR Imaging with Fusion TransformerChen R Zheng B Zhang H Chen Q Yan C Slabaugh G Yuan S
Annual AAAI Conference on Artificial Intelligence. vol. 37 (1), 340-349.
07-02-2023
Sequential Segmentation of the Left Atrium and Atrial Scars Using a Multi-scale Weight Sharing Network and Boundary-Based ProcessingKhan A Alwazzan O Benning M Slabaugh G
In Left Atrial and Scar Quantification and Segmentation, Springer Nature 69-82.
01-01-2023
Machine learning and disease prediction in obstetricsArain Z Iliodromiti S Slabaugh G David AL Chowdhury TT
Current Research in Physiology, Elsevier vol. 6
01-01-2023
Joint Dense-Point Representation for Contour-Aware Graph SegmentationBransby KM Slabaugh G Bourantas C Zhang Q
In Medical Image Computing and Computer Assisted Intervention – Miccai 2023, Springer Nature 519-528.
01-01-2023
2022
DomainPlus: Cross Transform Domain Learning towards High Dynamic Range ImagingZheng B Pan X Zhang H Zhou X Slabaugh G Yan C Yuan S
Proceedings of the 30th ACM International Conference on Multimedia., 1954-1963.
10-10-2022
Learning Frequency Domain Priors for Image DemoireingZheng B Yuan S Yan C Tian X Zhang J Sun Y Liu L Leonardis A et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 44 (11), 7705-7717.
04-10-2022
FlexHDR: Modelling Alignment and Exposure Uncertainties for Flexible HDR ImagingCatley-Chandar S Tanay T Vandroux L Leonardis A Slabaugh G Perez-Pellitero E
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers
08-09-2022
Constrained Predictive Filters for Single Image Bokeh RenderingZheng B Chen Q Yuan S Zhou X Zhang H Zhang J Yan C Slabaugh G
IEEE Transactions on Computational Imaging, Institute of Electrical and Electronics Engineers (IEEE) vol. 8, 346-357.
03-05-2022
Diagnosing and Preventing Instabilities in Recurrent Video ProcessingTanay T Sootla A Maggioni M Dokania PK Torr PHS Leonardis A Slabaugh G
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers
17-03-2022
Bidirectional difference locating and semantic consistency reasoning for change captioningSun Y Li L Yao T Lu T Zheng B Yan C Zhang H Bao Y et al.
International Journal of Intelligent Systems, Wiley vol. 37 (5), 2969-2987.
19-01-2022
2021
CBREN: Convolutional Neural Networks for Constant Bit Rate Video Quality EnhancementZhao H Zheng B Yuan S Zhang H Yan C Li L 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
A Continual Learning Survey: Defying Forgetting in Classification TasksDe Lange M Aljundi R Masana M Parisot S Jia X Leonardis A Slabaugh G Tuytelaars T
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers vol. 44 (7)
05-02-2021
CuRL: Neural curve layers for global image enhancementMoran S McDonagh S Slabaugh G
International Conference on Pattern Recognition., 9796-9803.
01-01-2021
2020
Self-Adaptively Learning to Demoire from Focused and Defocused Image PairsLiu L Yuan S Liu J Bao L Slabaugh G Tian Q
In Arxiv
03-11-2020
Video Super-resolution with Temporal Group AttentionIsobe T Li S Jia X Yuan S Slabaugh G Xu C Li Y-L Wang S et al.
In Arxiv
21-07-2020
Wavelet-Based Dual-Branch Network for Image DemoireingLiu L Liu J Yuan S Slabaugh G Leonardis A Zhou W Tian Q
In Arxiv
14-07-2020
NTIRE 2020 Challenge on Image Demoireing: Methods and ResultsYuan S Timofte R Leonardis A Slabaugh G Luo X Zhang J Qu Y Hong M et al.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 1882-1893.
19-06-2020
Video Super-resolution with Temporal Group AttentionIsobe T Li S Jia X Yuan S Slabaugh G Xu C Li Y-L Wang S et al.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 8005-8014.
13-06-2020
Image Demoireing with Learnable Bandpass FiltersZheng B Yuan S Slabaugh G Leonardis A
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 3633-3642.
13-06-2020
Image Demoireing with Learnable Bandpass FiltersZheng B Yuan S Slabaugh G Leonardis A
In Arxiv
01-04-2020
Self-adaptively learning to Demoiré from focused and defocused image pairsLiu L Yuan S Liu J Bao L Slabaugh G Tian Q
Advances in Neural Information Processing Systems. vol. 2020-December
01-01-2020
Wavelet-Based Dual-Branch Network for Image DemoiréingLiu L Liu J Yuan S Slabaugh G Leonardis A Zhou W Tian Q
Lecture Notes in Computer Science. vol. 12358, 86-102.
01-01-2020
2019
AIM 2019 Challenge on Image Demoireing: Dataset and StudyYuan S Timofte R Slabaugh G Leonardis A
In Arxiv
06-11-2019
AIM 2019 Challenge on Image Demoireing: Dataset and StudyYuan S Timofte R Slabaugh G Leonardis A
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 3526-3533.
27-10-2019
AIM 2019 Challenge on Image Demoireing: Methods and ResultsYuan S Timofte R Slabaugh G Leonardis A Zheng B Ye X Tian X Chen Y et al.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 3534-3545.
27-10-2019
2018
Left Atrial Scarring Segmentation from Delayed-Enhancement Cardiac MRI Images: A Deep Learning ApproachYang G Zhuang X Khan H Nyktari E Haldar S Li L Wage R Ye X et al.
In Cardiovascular Imaging and Image Analysis, Taylor & Francis 109-130.
03-10-2018
Fully automatic segmentation and objective assessment of atrial scars for long‐standing persistent atrial fibrillation patients using late gadolinium‐enhanced MRIYang G Zhuang X Khan H Haldar S Nyktari E Li L Wage R Ye X et al.
Medical Physics, Wiley vol. 45 (4), 1562-1576.
15-03-2018
2017
A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI imagesYang G Zhuang X Khan H Haldar S Nyktari E Ye X Slabaugh G Wong T et al.
International Symposium on Biomedical Imaging., 844-848.
15-06-2017
Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRIYang G Zhuang X Khan H Haldar S Nyktari E Li L Wage R Ye X et al.
In Arxiv
26-05-2017
Differentiation of pre-ablation and post-ablation late gadolinium-enhanced cardiac MRI scans of longstanding persistent atrial fibrillation patientsYang G Zhuang X Khan H Haldar S Nyktari E Li L Ye X Slabaugh G et al.
SPIE Medical Imaging. vol. 10134
01-01-2017
Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRIYang G Zhuang X Khan H Haldar S Nyktari E Li L Ye X Slabaugh G et al.
SPIE Medical Imaging. vol. 10133
01-01-2017
Segmenting atrial fibrosis from late gadolinium-enhanced cardiac MRI by deep-learned features with stacked sparse auto-encodersYang G Zhuang X Khan H Haldar S Nyktari E Ye X Slabaugh G Wong T et al.
SPIE Medical Imaging. vol. 723, 195-206.
01-01-2017
2016
Combined self-learning based single-image super-resolution and dual-tree complex wavelet transform denoising for medical imagesYang G Ye X Slabaugh G Keegan J Mohiaddin R Firmin D
Medical Imaging 2016: Image Processing. vol. 9784
21-03-2016
Super-Resolved Enhancement of a Single Image and Its Application in Cardiac MRIYang G Ye X Slabaugh G Keegan J Mohiaddin R Firmin D
Lecture Notes in Computer Science. vol. 9680, 179-190.
01-01-2016
2013
CT Colonography: External Clinical Validation of an Algorithm for Computer-assisted Prone and Supine RegistrationBoone DJ Halligan S Roth HR Hampshire TE Helbren E Slabaugh GG McQuillan J McClelland JR et al.
Radiology, Radiological Society of North America (Rsna) vol. 268 (3), 752-760.
17-05-2013
2009
Shape-Based Computer-Aided Detection of Lung Nodules in Thoracic CT ImagesYe X Lin X Dehmeshki J Slabaugh G Beddoe G
Biomedical Engineering, IEEE Transactions On, IEEE vol. 56, 1810-1820.
01-07-2009
Imaging for the diagnosis of acute myocarditis: Can artificial intelligence improve diagnostic performance?Petersen S Aung N Shyam-Sundar V Slabaugh G Mohiddin SA
Frontiers in Cardiovascular Medicine, Frontiers Media
Metabolic dysfunction over a life course key to healthy ageing inequalityLittlewood K Gegic J Hickman M Henson R Bishop J Kershaw T Diamond P Slabaugh G et al.
Aging Clinical and Experimental Research, Springer
Clinical phenotypes in hypertension: a data-driven approach to risk stratification and outcome predictionRauseo E Salih AM Cooper J Abdulkareem M Banerji CRS Chadalavada S Naderi H Munroe PB et al.
In Medrxiv
A new ANMerge-based blood transcriptomic resource to support Alzheimer’s disease researchIsmail NM Miller M Crossland H Sharif J-A Chapple JP Wahlestedt C Shkura K Volmar C-H et al.
In Medrxiv
Clinical phenotypes in hypertension: a data-driven approach to risk stratificationRauseo E Petersen S Salih A Cooper J Abdulkareem M Banerji C Chadalavada S Naderi H et al.
Hypertension, American Heart Association
Prediction of atrial fibrillation and stroke using machine learning models in UK BiobankPapadopoulou A Harding D Slabaugh G Marouli E Deloukas P
In Medrxiv
Ischemic heart disease and vascular risk factors are associated with accelerated brain agingPetersen S Rauseo E Salih A Raisi Estabragh Z Marshall C Aung N Slabaugh G
Jacc: Cardiovascular Imaging, Elsevier
Phenotyping Left Ventricular Systolic Dysfunction In Asymptomatic Individuals For Improved Risk StratificationRauseo E Abdulkareem M Khan A Cooper J Lee A Aung N Slabaugh GG Petersen S
European Heart Journal - Cardiovascular Imaging, Oxford University Press
Cell-Vision Fusion: A Swin Transformer-based Approach to Predicting Kinase Inhibitor Mechanism of Action from Cell Painting DataDee W Sequeira I Lobley A Slabaugh G
In Biorxiv
Deep learning models to map osteocyte networks can successfully distinguish between young and aged boneVetter SD Schurman CA Alliston T Slabaugh GG Verbruggen SW
In Biorxiv
Molecular Graph Transformer: Stepping Beyond ALIGNN Into Long-Range InteractionsAnselmi M Slabaugh G Crespo-Otero R Di Tommaso D
In Chemrxiv
A low complexity contextual stacked ensemble-learning approach for pedestrian intent predictionChiang C-Y Jaber M Slabaugh G Fathy Y
In Research Square
Ischemic heart disease and cardiac arrhythmia are associated with increased cardiac agingSalih A Rauseo E Galazzo I Pujadas ER Campello V Lekadir K Aung N Slabaugh G et al.
In Research Square
Grants
Grants of specific relevance to the Centre for Multimodal AI
Knowledge transfer partnerships (KTP) 2024 to 2025 Rd2 - AstraZenecaGreg Slabaugh and Michael Barnes
£338,479 Innovate UK
17-02-2025 - 17-08-2027
(MDR-RA) Defining Clinical and Molecular Phenotypes of Multi-Drug Resistance in difficult to treat Rheumatoid ArthritisFelice Rivellese, Shafaq Sikandar, Myles Lewis and Greg Slabaugh
£955,798 EU Commission - Horizon Europe
01-01-2025 - 31-12-2029
Development and Validation of Smartphone-Based Tools for Characterisation of Gait - QMUL-HUMA KTPCaroline Roney, Zion Tse, James Scales, Greg Slabaugh, Dylan Morrissey, Stuart Miller and Trevor Prior
£227,485 Innovate UK
01-08-2024 - 31-08-2027
Addressing socio-technical limitations of LLMs for medical and social computingMaria 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
BBSRC CTP Studentship: Nasim Mohamed Ismail Studentship - MSDGreg Slabaugh and Emma Tjong
£10,400 Merck
01-10-2023 - 30-09-2027
EPSRC DTP Case Conversion - Industry Contribution: Senadeera DamithGreg Slabaugh
£35,668 Remark AI UK Limited
01-10-2023 - 30-09-2027
Multimodal AI for Multi-omics Data Integration (N. M. Ismail)Greg Slabaugh
£125,917 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2023 - 30-09-2027
Precision Digital Health, Cardiovascular Devices and TrialsJohn Whiteley and Greg Slabaugh
£3,519,133 National Institute for Health Research
01-12-2022 - 30-11-2027
Precision Musculoskeletal CareJohn Whiteley, Costantino Pitzalis, Martin Knight, Greg Slabaugh and Xavier Griffin
£3,343,542 National Institute for Health Research
01-12-2022 - 30-11-2027
CTP Training Grant: William DeeGreg Slabaugh
£123,829 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2022 - 30-09-2026
Development of Multimodal Data Integration AlgorithmsGreg Slabaugh
£39,052 AZ AstraZeneca UK Limited
15-01-2024 - 15-08-2024
Developing Spatially Resolved Molecular Drug-Repurposing Assays for Treating Age-Related FrailtyJames Timmons, Peter McCormick and Greg Slabaugh
£331,647 MRC Medical Research Council
30-09-2023 - 29-09-2025
KTP Capacity Building Competition 2022Akram Alomainy, Greg Slabaugh, Alastair Noyce, Vahitha Abdul Salam and Viji Draviam Sastry
£34,544 Innovate UK
01-12-2022 - 31-03-2023
Innovate UK KTP - WiseAlexander Shestopaloff and Greg Slabaugh
£219,928 Innovate UK
01-11-2022 - 30-11-2025
Research Group
PhD Students
- Iqra Ali
Cog Sci - Marco Anselmi
Chemistry Project - Kit Bransby
Bridging Graph and Dense Representations For Coronary Vessel Segmentation and Registration - Fuyu Cheng
Investigating Ventricular Arrhythmia Disease Progression Through Uk Biobank Data Digital Twins. - Zixu Cheng
Vision - William Dee
AI Detection of Druggable Features From High Content Imaging Data - Yilan Dong
MMV - Qifan Fu
Photo-Realistic Hand Gesture Generation and Communication Application - Tatiana Gaintseva
Semantic Control of Denoising Diffusion Probabilistic Models - Ying He
Attention-Guided Contextual Speech Mri Segmentation - Manh Thang Hoang
Development of a Multimodal Machine Learning Model For Heart Failure Classification and Prognosis Using Diverse Data Sources - Ovais Ahmed Jaffery
A Cohort of Virtual Human Atria With Personalised Electrophysiology For in-Silico Prediction of Ablation and Pharmacology Therapy Outcome - Yizhao Jin
Advanced Deep Reinforcement For Real-Time Strategy Games - Cian Kennedy
Cog Sci - Zimpi Komo
Mirnas Sequence Embedding For Pathway Detection and Selectivity - Jiayi Lin
Spatial Grounding in Vision-Language Foundation Models - Nasim Mohamed Ismail
MMV - Byron Morris
Development of Generalisable Multi-Modal ML Models For Digit - Martina Occhetta
Target Identification From Multi-Omics Data Using Systems Biology and Machine-Learning Approaches - Sotirios Papadopoulos
MMV - Abbas Khan Rayabat Khan
Deep Learning-Based Cardiac Image Segmentation - Damith Senadeera
MMV - Qing Wang
Multi-Modal Learning For Music Understanding - Jiahao Yang
MMV - Xiaohang Yang
MMV
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