Prof Greg Slabaugh

Greg Slabaugh

Director of the Digital Environment Research Institute

Digital Environment Research Institute
Queen Mary University of London
07948 308316
www.eecs.qmul.ac.uk/~gslabaugh/
ORCID Google Scholar LinkedIn

Research

Computer vision, Machine learning, Deep learning, Imaging

Underpinning Bioengineering, Cancer Models, Cardiovascular Models, Infectious Disease and Inflammation Models, Musculoskeletal Models

Interests

As a computer vision scientist, I am interested image analysis and its intersection with in vitro models. More broadly I'm interested in machine learning, particularly deep learning, as a method for building predictive models.

Publications

solid heart iconPublications of specific relevance to Predictive in vitro Models

2025

BS05 Assessment of turbulent aortic flow patterns in clinical regions of interest for durable transcatheter aortic valve implantation
Bevis L, Karabelas E, Rauseo E, Khan A, Chen X, Burns R, Patel K, Bhatti Y et al.
Basic science. 
13-08-2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology
Gallagher-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). 
17-06-2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology
Slabaugh 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 Diseases
Awais M, Hameed MS, Bhattacharya B, Reiner O, Slabaugh G, Anwer RM
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI). 
17-04-2025
Synthetic fibrosis distributions for data augmentation in predicting atrial fibrillation ablation outcomes: an in silico study
Zolotarev 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 study
Bashir 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 TWINS
Cheng 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 AF
Jaffery 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 Metadata
Khan A, Asad M, Benning M, Roney C, Slabaugh G
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 
06-03-2025
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation
Khan A, Asad M, Benning M, Roney C, Slabaugh G
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 
06-03-2025
An Ensemble of 3D Residual Encoder UNet Models for Solving Multi-class Bi-atrial Segmentation Challenge
Zolotarev 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 Computing
Zhang L, Chen C, Li Z, Slabaugh G
 
01-01-2025
Preface
Zhang L, Chen C, Li Z, Slabaugh G
Generative Machine Learning Models in Medical Image Computing, v-vi.  
01-01-2025
Adaptive Multi-modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle Loss
Fu 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 challenges
Drummond 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 Uptake
Bevis 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. 
01-12-2024
RoGUENeRF: A Robust Geometry-Consistent Universal Enhancer for NeRF
Catley-Chandar S, Shaw R, Slabaugh G, Pérez-Pellitero E
European Conference on Computer Vision (2024). 
28-11-2024
Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology

In Arxiv 
26-11-2024
RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image Enhancement
Gaintseva T, Benning M, Slabaugh G
In Computer Vision – Eccv 2024, Springer Nature 412-428.  
02-11-2024
Compositional Segmentation of Cardiac Images Leveraging Metadata
Khan A, Asad M, Benning M, Roney C, Slabaugh G
In Arxiv 
30-10-2024
An in-silico comparison of anatomical and substrate based AF ablation using electro and optical flow mapping
Jaffery 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
Biventricular modelling for investigating ventricular arrhythmias in silico
Cheng F, Rauseo E, Misghina S, Barrera C, Vigmond E, Slabaugh G, Aung N, Petersen S et al.
ESC 2024. 
28-10-2024
In-silico insights into personalised therapy selection of anti-arrhythmic drugs and ablation using patient-specific biatrial models for atrial fibrillation
Misghina S, Rauseo E, Barrera CE, Vigmond EJ, Slabaugh G, Aung N, Petersen SE, Munroe PB et al.
ESC 2024. 
28-10-2024
Clustering analysis based on clinically available data for improving risk stratification and outcome prediction of hypertension
Rauseo E, Salih A, Cooper J, Abdulkareem M, Chadalavada S, Naderi H, Munroe PB, Aung N et al.
ESC 2024 Congress. 
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 Biobank
Shyam-Sundar V, Nicholls H, Chadalavada S, Vargas J, Slabaugh G, Mohiddin S, Petersen S, Aung N
ESC 2024. 
28-10-2024
POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation
Bransby 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 recommendations
Shyam-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 data
Dee 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 study
Chadalavada 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
Non-local degradation modeling for spatially adaptive single image super-resolution
Zhang Q, Zheng B, Li Z, Liu Y, Zhu Z, Slabaugh G, Yuan S
Neural Networks, Elsevier Bv vol. 175, 106293-106293.  
01-07-2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention
Senadeera DC, Yang X, Kollias D, Slabaugh G
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 
18-06-2024
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation
Khan A, Asad M, Benning M, Roney C, Slabaugh G
In Arxiv 
09-06-2024
Partial Advantage Estimator for Proximal Policy Optimization
Jin 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 Networks
Khan A, Asad M, Benning M, Roney C, Slabaugh G
2024 IEEE International Symposium on Biomedical Imaging (ISBI). 
30-05-2024
FOAA: Flattened Outer Arithmetic Attention for Multimodal Tumor Classification

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 data
Shyam-Sundar V, Nicholls H, Harding D, Slabaugh G, Mohiddin S, Petersen S, Aung N
ACHD/Valve disease/Pericardial disease/Cardiomyopathy. 
27-05-2024
Non-calcified plaque-based coronary stenosis grading in contrast enhanced CT
Jawaid 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 Data
Jaffery 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 MAPPING
Jaffery OA, Barrera CE, Rodero C, Zolotarev A, Good WW, Slabaugh G, Niederer S, Vigmond EJ et al.
Heart Rhythm Society. 
01-05-2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention
Senadeera DC, Yang X, Kollias D, Slabaugh G
In Arxiv 
27-04-2024
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors
Khan A, Asad M, Benning M, Roney C, Slabaugh G
In Arxiv 
25-04-2024
Molecular graph transformer: stepping beyond ALIGNN into long-range interactions
Anselmi M, Slabaugh G, Crespo-Otero R, Di Tommaso D
Digital Discovery, Royal Society of Chemistry (Rsc) vol. 3 (5), 1048-1057.  
23-04-2024
GoLDFormer: A global–local deformable window transformer for efficient image restoration
Chen Q, Zheng B, Yan C, Zhu Z, Wang T, Slabaugh G, Yuan S
Journal of Visual Communication and Image Representation, Elsevier Bv vol. 100, 104117-104117.  
01-04-2024
Graph neural networks in vision-language image understanding: a survey
Senior H, Slabaugh G, Yuan S, Rossi L
The Visual Computer, Springer Science and Business Media Llc vol. 41 (1), 491-516.  
29-03-2024
Prediction of atrial fibrillation and stroke using machine learning models in UK Biobank
Papadopoulou 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 Grading
Alwazzan O, Khan A, Patras I, Slabaugh G
In Arxiv 
10-03-2024
FOAA: Flattened Outer Arithmetic Attention For Multimodal Tumor Classification

In Arxiv 
10-03-2024
11 Visual quality control of assessment of AI-assisted high-volume CMR segmentation in the UK Biobank
Chadalavada S, Rauseo E, Salih A, Naderi H, Khanji M, Vargas JD, Lee AM, Amir-Kalili A et al.
Abstracts. 
01-03-2024
Crop and Couple: cardiac image segmentation using interlinked specialist networks
Khan 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 Twins
Zolotarev AM, Khan AKR, Slabaugh G, Roney CH
Medical Imaging with Deep Learning. 
01-01-2024
Misclassification Loss for Segmentation of the Aortic Vessel Tree
Khan 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, Springer Nature 67-79.  
01-01-2024

2023

Applications of machine and deep learning to thyroid cytology and histopathology: a review
Slabaugh 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 Approach
Jaffery OA, Horrach CV, Lagalante DJ, Thomas G, Slabaugh G, Melki L, Good WW, Roney CH
2023 Computing in Cardiology Conference (CinC). 
04-10-2023
MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images
Gallagher-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 tissue
Gallagher-Syed A, Khan A, Rivellese F, Pitzalis C, Lewis MJ, Slabaugh G, Barnes MR
In Arxiv 
13-09-2023
Improving Dynamic HDR Imaging with Fusion Transformer
Chen R, Zheng B, Zhang H, Chen Q, Yan C, Slabaugh G, Yuan S
 
26-06-2023
Joint Dense-Point Representation for Contour-Aware Graph Segmentation
Bransby 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 Grading

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). 
21-04-2023
3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks
Bransby KM, Tufaro V, Çap M, Slabaugh G, Bourantas C, Zhang Q
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). 
21-04-2023
Vector Quantized Semantic Communication System
Fu 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 Survey
Senior H, Slabaugh G, Yuan S, Rossi L
In Arxiv 
07-03-2023
3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional Networks
Bransby KM, Tufaro V, Cap M, Slabaugh G, Bourantas C, Zhang Q
In Arxiv 
28-02-2023
Sequential Segmentation of the Left Atrium and Atrial Scars Using a Multi-scale Weight Sharing Network and Boundary-Based Processing
Khan 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 obstetrics
Arain 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 Segmentation
Bransby 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

Learning Frequency Domain Priors for Image Demoireing
Zheng 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.  
01-11-2022
DomainPlus: Cross Transform Domain Learning towards High Dynamic Range Imaging
Zheng B, Pan X, Zhang H, Zhou X, Slabaugh G, Yan C, Yuan S
MM '22: The 30th ACM International Conference on Multimedia. 
10-10-2022
FlexHDR: Modelling Alignment and Exposure Uncertainties for Flexible HDR Imaging
Catley-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
CBREN: Convolutional Neural Networks for Constant Bit Rate Video Quality Enhancement
Zhao 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.  
01-07-2022
Diagnosing and Preventing Instabilities in Recurrent Video Processing
Tanay 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 captioning
Sun 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
Constrained Predictive Filters for Single Image Bokeh Rendering
Zheng 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.  
01-01-2022

2021

A Continual Learning Survey: Defying Forgetting in Classification Tasks
De 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 enhancement
Moran S, McDonagh S, Slabaugh G
International Conference on Pattern Recognition. 
01-01-2021

2020

Self-Adaptively Learning to Demoire from Focused and Defocused Image Pairs
Liu L, Yuan S, Liu J, Bao L, Slabaugh G, Tian Q
In Arxiv 
03-11-2020
Video Super-resolution with Temporal Group Attention
Isobe 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 Demoireing
Liu L, Liu J, Yuan S, Slabaugh G, Leonardis A, Zhou W, Tian Q
In Arxiv 
14-07-2020
Video Super-Resolution With Temporal Group Attention
Isobe 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) 13 Jun 2020 - 19 Jun 2020. 
01-06-2020
NTIRE 2020 Challenge on Image Demoireing: Methods and Results
Yuan 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) 14 Jun 2020 - 19 Jun 2020. 
01-06-2020
Image Demoireing with Learnable Bandpass Filters
Zheng B, Yuan S, Slabaugh G, Leonardis A
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 13 Jun 2020 - 19 Jun 2020. 
01-06-2020
Image Demoireing with Learnable Bandpass Filters
Zheng B, Yuan S, Slabaugh G, Leonardis A
In Arxiv 
01-04-2020
Self-adaptively learning to Demoiré from focused and defocused image pairs
Liu L, Yuan S, Liu J, Bao L, Slabaugh G, Tian Q
 
01-01-2020
Wavelet-Based Dual-Branch Network for Image Demoiréing
Liu L, Liu J, Yuan S, Slabaugh G, Leonardis A, Zhou W, Tian Q
 
01-01-2020

2019

AIM 2019 Challenge on Image Demoireing: Dataset and Study
Yuan S, Timofte R, Slabaugh G, Leonardis A
In Arxiv 
06-11-2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study
Yuan S, Timofte R, Slabaugh G, Leonardis A
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) 27 Oct 2019 - 28 Oct 2019. 
01-10-2019
AIM 2019 Challenge on Image Demoireing: Methods and Results
Yuan 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) 27 Oct 2019 - 28 Oct 2019. 
01-10-2019

2018

Left Atrial Scarring Segmentation from Delayed-Enhancement Cardiac MRI Images: A Deep Learning Approach
Yang 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 MRI
Yang 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 images
Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Ye X, Slabaugh G, Wong T et al.
International Symposium on Biomedical Imaging. 
15-06-2017
Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI
Yang 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 patients
Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Li L, Ye X, Slabaugh G et al.
SPIE Medical Imaging. 
01-01-2017
Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRI
Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Li L, Ye X, Slabaugh G et al.
SPIE Medical Imaging. 
01-01-2017
Segmenting atrial fibrosis from late gadolinium-enhanced cardiac MRI by deep-learned features with stacked sparse auto-encoders
Yang G, Zhuang X, Khan H, Haldar S, Nyktari E, Ye X, Slabaugh G, Wong T et al.
SPIE Medical Imaging. 
01-01-2017

2016

Combined self-learning based single-image super-resolution and dual-tree complex wavelet transform denoising for medical images
Yang G, Ye X, Slabaugh G, Keegan J, Mohiaddin R, Firmin D
Medical Imaging 2016: Image Processing. 
21-03-2016
Super-Resolved Enhancement of a Single Image and Its Application in Cardiac MRI
Yang G, Ye X, Slabaugh G, Keegan J, Mohiaddin R, Firmin D
 
01-01-2016

2013

CT Colonography: External Clinical Validation of an Algorithm for Computer-assisted Prone and Supine Registration
Boone 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 Images
Ye 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 inequality
Littlewood 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 prediction
Rauseo E, Salih AM, Cooper J, Abdulkareem M, Banerji CRS, Chadalavada S, Naderi H, Munroe PB et al.
In Medrxiv 
Prediction of atrial fibrillation and stroke using machine learning models in UK Biobank
Papadopoulou A, Harding D, Slabaugh G, Marouli E, Deloukas P
In Medrxiv 
Ischemic heart disease and vascular risk factors are associated with accelerated brain aging
Petersen 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 Stratification
Rauseo 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 Data
Dee W, Sequeira I, Lobley A, Slabaugh G
In Biorxiv 
Deep learning models to map osteocyte networks can successfully distinguish between young and aged bone
Vetter SD, Schurman CA, Alliston T, Slabaugh GG, Verbruggen SW
In Biorxiv 
Molecular Graph Transformer: Stepping Beyond ALIGNN Into Long-Range Interactions
Anselmi M, Slabaugh G, Crespo-Otero R, Di Tommaso D
In Chemrxiv 
A low complexity contextual stacked ensemble-learning approach for pedestrian intent prediction
Chiang C-Y, Jaber M, Slabaugh G, Fathy Y
In Research Square 
Ischemic heart disease and cardiac arrhythmia are associated with increased cardiac aging
Salih A, Rauseo E, Galazzo I, Pujadas ER, Campello V, Lekadir K, Aung N, Slabaugh G et al.
In Research Square 

Grants

solid heart iconGrants of specific relevance to Predictive in vitro Models
bullet iconKnowledge transfer partnerships (KTP) 2024 to 2025 Rd2 - AstraZeneca
Greg Slabaugh and Michael Barnes
£338,479 Innovate UK
17-02-2025 - 17-08-2027
bullet icon(MDR-RA) Defining Clinical and Molecular Phenotypes of Multi-Drug Resistance in difficult to treat Rheumatoid Arthritis
Felice Rivellese, Shafaq Sikandar, Myles Lewis and Greg Slabaugh
£955,798 EU Commission - Horizon Europe
01-01-2025 - 31-12-2029
bullet iconDevelopment and Validation of Smartphone-Based Tools for Characterisation of Gait - QMUL-HUMA KTP
Caroline Roney, Zion Tse, James Scales, Greg Slabaugh, Dylan Morrissey, Stuart Miller and Trevor Prior
£227,485 Innovate UK
01-08-2024 - 31-07-2026
bullet iconAddressing socio-technical limitations of LLMs for medical and social computing
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
bullet iconBBSRC CTP Studentship: Nasim Mohamed Ismail Studentship - MSD
Greg Slabaugh and Emma Tjong
£10,400 Merck
01-10-2023 - 30-09-2027
bullet iconEPSRC DTP Case Conversion - Industry Contribution: Senadeera Damith
Greg Slabaugh
£35,668 Remark AI Remark AI UK Limited
01-10-2023 - 30-09-2027
bullet iconMultimodal 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
bullet iconPrecision Digital Health, Cardiovascular Devices and Trials
John Whiteley and Greg Slabaugh
£3,519,133 National Institute for Health Research
01-12-2022 - 30-11-2027
bullet iconPrecision Musculoskeletal Care
John Whiteley, Costantino Pitzalis, Martin Knight, Greg Slabaugh and Xavier Griffin
£3,343,542 National Institute for Health Research
01-12-2022 - 30-11-2027
bullet iconInnovate UK KTP - Wise
Alexander Shestopaloff and Greg Slabaugh
£219,928 Innovate UK
01-11-2022 - 30-11-2025
bullet iconCTP Training Grant: William Dee
Greg Slabaugh
£123,829 BBSRC Biotechnology and Biological Sciences Research Council
01-10-2022 - 30-09-2026
bullet iconBBSRC AIDD CTP CASE Award: William Dee
Greg Slabaugh
£8,600 EXSCIENTIA LIMITED
26-09-2022 - 25-09-2026

bullet iconDevelopment of Multimodal Data Integration Algorithms
Greg Slabaugh
£39,052 AZ AstraZeneca UK Limited
15-01-2024 - 15-08-2024
bullet iconDeveloping Spatially Resolved Molecular Drug-Repurposing Assays for Treating Age-Related Frailty
James Timmons, Peter McCormick and Greg Slabaugh
£331,647 MRC Medical Research Council
30-09-2023 - 29-09-2025
bullet iconKTP Capacity Building Competition 2022
Akram Alomainy, Greg Slabaugh, Alastair Noyce, Vahitha Abdul Salam and Viji Draviam Sastry
£34,544 Innovate UK
01-12-2022 - 31-03-2023
bullet iconKTP Capacity Enhancement: AKT2I with Keen-AI
Greg Slabaugh
£34,708 Innovate UK
01-12-2022 - 31-03-2023