Publications

Publications of specific relevance to the Centre for Multimodal AI
2026
26-A-13665-ACC AI-DRIVEN CT ANALYSIS FOR PREDICTING PACEMAKER REQUIREMENT AFTER TRANSCATHETER AORTIC VALVE REPLACEMENTAhmed N Slabaugh G Baumbach A
Journal of The American College of Cardiology,
Elsevier vol. 87 (13), a489-a490.
01-04-2026
IntraCross: Cross-modality graph matching for intravascular sequence registrationBransby KM He X Bourantas CV Ulutas AE Yap N Kakizaki R Ueki Y Häner J et al.
Computers in Biology and Medicine,
Elsevier vol. 205
24-02-2026
Counting cells can accurately predict small-molecule bioactivity benchmarksSeal S Dee W Shah A Cerisier N Zhang A Miglietta E Titterton K Cabrera ÁA et al.
Nature Communications,
Springer Nature vol. 17 (1)
06-02-2026
Safe Intelligent Vehicles: Intent Is What We NeedZhong R Chiang C-Y Fathy Y Slabaugh G Jaber M
IEEE Intelligent Transportation Systems Magazine,
Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 2-12.
04-02-2026
Understanding the mechanisms of TAVI durability through computational modelling: a multidisciplinary reviewRauseo E Bevis L Chen X Petersen SE Mathur A Slabaugh GG Roney CH
European Heart Journal - Digital Health,
Oxford University Press (OUP) vol. 7 (2)
27-01-2026
Deep learning models to map osteocyte networks from confocal microscopy can successfully distinguish between young and aged boneVetter SD Schurman CA Alliston T Slabaugh G Verbruggen SW
Plos Computational Biology,
Public Library of Science (Plos) vol. 22 (1)
27-01-2026
Adapter-RL: Adaptation of Any Agent Using Reinforcement LearningJin Y Slabaugh G Lucas S
IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-12.
12-01-2026
Accelerating discovery through integration: a DFT validated machine learning framework for screening MOF photocatalystsAnselmi M Slabaugh G Crespo-Otero R Di Tommaso D
Journal of Materials Chemistry A,
Royal Society of Chemistry (Rsc) 01-01-20262025
Myocarditis in 2025: ESC guidelines advance the field and highlight the opportunity for evidence to followShyam-Sundar V Slabaugh G Petersen SE Aung N Mohiddin SA Khanji MY
European Heart Journal - Quality of Care and Clinical Outcomes,
Oxford University Press (OUP) 23-12-2025
Clinical Phenotypes in Hypertension: A Data-Driven Approach to Risk Stratification.Rauseo E Salih AM Cooper J Abdulkareem M Banerji CRS Chadalavada S Naderi H Munroe PB et al.
Hypertension,
Wolters Kluwer 11-12-2025
Automated Generation of Ablation Lesion Masks: A Unison of Electro and Optic Flow Mapping for Persistent AF Virtual CohortsJaffery OA Barrera CE Rodero C Zolotarev AM Good WW Slabaugh G Niederer S Vigmond EJ et al.
Ep Europace,
Oxford University Press (OUP), euaf290-euaf290.
06-12-2025
OpenUS: A Fully Open-Source Foundation Model for Ultrasound Image Analysis via Self-Adaptive Masked Contrastive LearningZheng X Chen X Rauf A Fu Q Monosi B Rivellese F Lewis MJ Gong S et al.
In
Arxiv 14-11-2025
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
Cardiometabolic polygenic risk profiling improves prediction of incident major adverse cardiovascular eventsShyam-Sundar V Nicholls H Slabaugh G Mohiddin SA Petersen SE Aung N
European Society of Cardiology. vol. 46 (Supplement_1)
05-11-2025
The role of purkinje fibres in ventricular tachycardia susceptibility & dynamics: a biventricular digital twin studyCheng F Tonko J Rauseo E Misghina SB Barrera CE Vigmond EJ Slabaugh G Aung N et al.
European Heart Journal,
Oxford University Press (OUP) vol. 46 (Supplement_1)
05-11-2025
In-silico insights into the role of patient-specific fibrosis in personalised therapy selection for atrial fibrillationMisghina S Zolotarev A Rauseo E Barrera CE Niederer SA Slabaugh G Plank G Vigmond EJ et al.
European Heart Journal,
Oxford University Press (OUP) vol. 46 (Supplement_1)
05-11-2025
BloodImage: Benchmarking vision transformers for blast detection in digital blood films using public and clinical datasetsPiazzese C Williams S Slabaugh G Farren T Freeman T Aiken L Dadhra J Browne S et al.
Journal of Pathology Informatics,
Elsevier vol. 19
31-10-2025
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
From Emotions to Violence: Multimodal Fine-Grained Behavior Analysis at the 9th ABAWKollias D Zafeiriou S Kotsia I Slabaugh G Senadeera DC Zheng J Yadav KKK Shao C et al.
2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 1-12.
20-10-2025
Towards deployment-centric multimodal AI beyond vision and languageLiu X Zhang J Zhou S van der Plas TL Vijayaraghavan A Grishina A Zhuang M Schofield D et al.
Nature Machine Intelligence,
Springer Nature vol. 7 (10), 1612-1624.
01-10-2025
Dual Branch VideoMamba with Gated Class Token Fusion for Violence DetectionSenadeera DC Yang X Li S Awais M Kollias D Slabaugh G
In
Arxiv 25-09-2025
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
Towards deployment-centric multimodal AI beyond vision and languageLiu X Zhang J Zhou S van der Plas TL Vijayaraghavan A Grishina A Zhuang M Schofield D et al.
In
Arxiv 19-09-2025
Towards Personalised Therapy in Atrial Fibrillation: The Role of Patient-Specific FibrosisBiniam Misghina S М. Zolotarev A Rauseo E Edgar Lopez Barrera C Niederer S Slabaugh G Plank G Aung N et al.
2025 Computing in Cardiology Conference (CinC). vol. 52
14-09-2025
A Standardised Pipeline for Patient-Specific Aortic Flow Modelling: Turbulent Flow Patterns in Transcatheter Aortic Valve Implantation TherapyBevis L Karabelas E Rauseo E Khan Rayabat Khan A Chen X Burns R Patel K Bhatti Y et al.
2025 Computing in Cardiology Conference (CinC). vol. 52
14-09-2025
A Novel Ventricular Digital Twin: Modeling Transmural Scar Heterogeneity and Purkinje–Myocardial JunctionCheng F Tonko J Rauseo E Biniam Misghina S Edgar Lopez Barrera C Nemaire M Vigmond E Slabaugh G et al.
2025 Computing in Cardiology Conference (CinC). vol. 52
14-09-2025
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
DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World ScenariosKollias D Senadeera DC Zheng J Yadav KKK Slabaugh G Awais M Yang X
In
Arxiv 29-05-2025
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
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.
In
Arxiv 03-04-2025
USING MACHINE LEARNING TO PREDICT THE FUNCTIONAL STATUS IN PATIENTS UNDERGOING TRANSCATHETER AORTIC VALVE REPLACEMENTAhmed N Slabaugh G Baumbach A
Journal of The American College of Cardiology,
Elsevier vol. 85 (12)
01-04-2025
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 vol. 85
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
PO-05-041 ARTIFICIALLY GENERATED FIBROSIS DISTRIBUTIONS IMPROVE PREDICTION OF ATRIAL FIBRILLATION ABLATION OUTCOMEZolotarev A Johnson KP Alwazzan O Vigmond EJ Narayan SM Slabaugh G Niederer SA Roney CH
Heart Rhythm,
Elsevier vol. 22 (4), s580-s580.
01-04-2025
SuperCap: Multi-resolution Superpixel-based Image CaptioningSenior H Rossi L Slabaugh G Yuan S
In
Arxiv 11-03-2025
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
Metabolic dysfunction over a life course key to healthy ageing inequalityLittlewood K Gegic J Hickman M Henson RCJ Bishop JR Kershaw T Diamond P Slabaugh G et al.
Aging Clinical and Experimental Research,
Springer Nature vol. 37 (1)
01-01-2025
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
PrefaceZhang L Chen C Li Z Slabaugh G
v-vi.
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.
01-01-20252024
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 11-12-2024
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 Biniam Misghina S Rauseo E Edgar Lopez Barrera C Plank G Vigmond E Loewe A Karabelas E et al.
2024 Computing in Cardiology Conference (CinC). 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
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
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationKhan A Asad M Benning M Roney C Slabaugh G
In
Arxiv 29-10-2024
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
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 (Ers) vol. 20 (3)
01-10-2024
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
20-09-2024
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
Arxiv 13-09-2024
Imaging for the diagnosis of acute myocarditis: can artificial intelligence improve diagnostic performance?Shyam-Sundar V Harding D Khan A Abdulkareem M Slabaugh G Mohiddin SA Petersen SE Aung N
Frontiers in Cardiovascular Medicine,
Frontiers vol. 11
29-08-2024
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
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,
Iop Publishing vol. 129 (1)
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
Graph Neural Networks in Vision-Language Image Understanding: A SurveySenior H Slabaugh G Yuan S Rossi L
In
Arxiv 12-04-2024
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
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
01-04-2024
MACHINE LEARNING MODEL PREDICTS LENGTH OF STAY CATEGORY IN PATIENTS UNDERGOING TRANSCATHETER AORTIC VALVE REPLACEMENTAhmed N Slabaugh G Baumbach A
Journal of The American College of Cardiology,
Elsevier vol. 83 (13)
01-04-2024
Graph neural networks in vision-language image understanding: a surveySenior H Slabaugh G Yuan S Rossi L
The Visual Computer,
Springer Nature vol. 41 (1), 491-516.
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 11-03-2024
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.
01-01-20242023
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
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 04-10-2023
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
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
Phenotyping left ventricular systolic dysfunction in asymptomatic individuals for improved risk stratificationRauseo E Abdulkareem M Khan A Cooper J Lee AM Aung N Slabaugh GG Petersen SE
European Heart Journal - Cardiovascular Imaging,
Oxford University Press (OUP) vol. 24 (10), 1363-1373.
12-09-2023
Improving Dynamic HDR Imaging with Fusion TransformerChen R Zheng B Zhang H Chen Q Yan C Slabaugh G Yuan S
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 37 (1), 340-349.
26-06-2023
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
Ischemic Heart Disease and Vascular Risk Factors Are Associated With Accelerated Brain AgingRauseo E Salih A Raisi-Estabragh Z Aung N Khanderia N Slabaugh GG Marshall CR Neubauer S et al.
Jacc Cardiovascular Imaging,
Elsevier vol. 16 (7), 905-915.
12-04-2023
Vector Quantized Semantic Communication SystemFu Q Xie H Qin Z Slabaugh G Tao X
IEEE Wireless Communications Letters,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (6), 982-986.
10-03-2023
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
Diagnosing and Preventing Instabilities in Recurrent Video ProcessingTanay T Sootla A Maggioni M Dokania PK Torr P Leonardis A Slabaugh G
IEEE Transactions on Pattern Analysis and Machine Intelligence,
Institute of Electrical and Electronics Engineers (IEEE) vol. 45 (2), 1594-1605.
06-01-2023
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
34th British Machine Vision Conference Bmvc 2023.
01-01-2023
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.
01-01-20232022
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
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
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,
Hindawi vol. 37 (5), 2969-2987.
19-01-2022
FlexHDR: Modeling Alignment and Exposure Uncertainties for Flexible HDR ImagingCatley-Chandar S Tanay T Vandroux L Leonardis A Slabaugh G Pérez-Pellitero E
IEEE Transactions on Image Processing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 31, 5923-5935.
01-01-20222021
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.
01-01-20212020
Self-Adaptively Learning to Demoire from Focused and Defocused Image PairsLiu L Yuan S Liu J Bao L Slabaugh G Tian Q
In
Arxiv 05-11-2020
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 17-07-2020
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.
01-01-20202019
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.
27-10-20192018
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.
15-03-20182017
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.
01-01-20172016
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.
01-01-20162013
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.
17-05-20132009
Shape-Based Computer-Aided Detection of Lung Nodules in Thoracic CT ImagesYe* X Lin X Dehmeshki J Slabaugh G Beddoe G
IEEE Transactions on Biomedical Engineering,
Institute of Electrical and Electronics Engineers (IEEE) vol. 56 (7), 1810-1820.
01-07-2009
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
Low-complexity pedestrian intent prediction using contextual stacked ensemble learningChiang C-Y Fathy Y Slabaugh G Jaber M
In
Research Square
A network-based atlas of human skeletal muscle agingStokes T Lim C Ali M Mcleod JC Gisby J Mariniello K Crossland H Sharif J-A et al.
In
Medrxiv
SHOT-CCR: Biologically guided adversarial training for test-time adaptation in cellular morphologyDee W Wenteler A Seal S Morris O Slabaugh G
In
Biorxiv
Prediction of atrial fibrillation and stroke using machine learning models in UK BiobankPapadopoulou A Harding D Slabaugh G Marouli E Deloukas P
In
Medrxiv
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