Biomedical Image Analysis
Research
Impact
Biomedical Image Analysis Publications
From Transthoracic to Transesophageal: Cross-Modality Generation Using LoRA Diffusion
Oladokun E,  Ou Y,  Novikova A,  Kulikova D,  Thomas S,  Šprem J,  Grau V,  et al. (2026)
CtrlEndoDiff: Diffusion-Based Synthetic Image Generation for Enhanced ACF Segmentation
Albokhari R,  Debnath B,  Henry D,  Johnson M,  Bailey A,  East JE,  Rittscher J,  et al. (2026)
Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical Endpoints
Dawood M,  Thomas E,  Cooper R,  Pescia C,  Sozanska A,  Ryou H,  Royston D,  Rittscher J,  et al. (2026)
Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins
Liu X,  Sheng X,  Zhuang X,  Grau V,  Chan MY,  Sia C-H,  Li L,  et al. (2026)
ISACHI: Integrated Segmentation and Alignment Correction for Heart Images
Villard B,  Zacur E,  Grau V,  et al. (2019)
Erratum to: Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest
Allen J,  Zacur E,  Dall’Armellina E,  Lamata P,  Grau V,  et al. (2016)
DEEP BISPECTRAL IMAGE ANALYSIS FOR SPEECH-BASED CONVERSATIONAL EMOTIONAL CLIMATE RECOGNITION
Alhussein G,  Alkhodari M,  Alfalahi H,  Alshehhi A,  Hadjileontiadis L,  et al. (2024)
Cluster Triplet Loss for Unsupervised Domain Adaptation on Histology Images
Wood R,  Domingo E,  Koelzer VH,  Maughan TS,  Rittscher J,  et al. (2024)
Machine Learning-Based Method for the Detection of Dextrocardia in Ultrasound Video Clips
Hernandez-Cruz N,  Patey O,  Salovic B,  Papageorghiou AT,  Noble JA,  et al. (2025)
F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
Saha P,  Wagner F,  Mishra D,  Peng C,  Thakur A,  Clifton D,  Kamnitsas K,  Noble JA,  et al. (2024)
Tumour purity assessment with deep learning in colorectal cancer and impact on molecular analysis.
Schoenpflug LA,  Chatzipli A,  Sirinukunwattana K,  Richman S,  Blake A,  Robineau J,  Mertz KD,  Verrill C,  Leedham SJ,  Hardy C,  Whalley C,  Redmond K,  Dunne P,  Walker S,  Beggs AD,  McDermott U,  Murray GI,  Samuel LM,  Seymour M,  Tomlinson I,  Quirke P,  S:CORT consortium ,  Rittscher J,  Maughan T,  Domingo E,  Koelzer VH,  et al. (2024)
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks
Hu A,  Gu J,  Pinto F,  Kamnitsas K,  Torr P,  et al. ()
Multi-modal integration of MRI and global chamber charge density mapping for the evaluation of atrial fibrillation.
Sharp AJ,  Pope MTB,  Briosa E Gala A,  Varini R,  Betts TR,  Banerjee A,  et al. (2025)
8 Novel enhancement of multimodality treatment of prostate cancer, combining radiotherapy,vascular-targeted photodynamic therapy, and immunotherapy
Sjoberg HT,  Macklin S,  Philippou Y,  Murphy EA,  Tullis IDC,  Jones KI,  Stribbling SM,  Parkes EE,  Edmondson EF,  Scheiblin DA,  Lockett SJ,  Wink DA,  Rittscher J,  Preise D,  Agemy L,  Yechezkel T,  Giaccia A,  Mills IG,  Muschel RJ,  Scherz AVB,  Hamdy FC,  Bryant RJ,  et al. (2025)
A comprehensive scoping review on machine learning-based fetal echocardiography analysis.
Hernandez-Cruz N,  Patey O,  Teng C,  Papageorghiou AT,  Noble JA,  et al. (2025)
EmoNet: Deep Learning-based Emotion Climate Recognition Using Peers' Conversational Speech, Affect Dynamics, and Physiological Data.
Alhussein G,  Alkhodari M,  Saleem S,  Roumeliotou E,  Hadjileontiadis LJ,  et al. (2024)
Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins.
Li L,  Smith H,  Lyu Y,  Camps J,  Qian S,  Rodriguez B,  Banerjee A,  Grau V,  et al. (2025)
TextCAVs: Debugging Vision Models Using Text
Nicolson A,  Gal Y,  Noble JA,  et al. (2025)
Ramp protocol for non-linear cerebrovascular reactivity with transcranial doppler ultrasound
Hayes G,  Sparks S,  Pinto J,  Bulte DP,  et al. (2025)
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction
Chen C,  Li L,  Beetz M,  Banerjee A,  Gupta R,  Grau V,  et al. (2025)
Radiomics for Treatment Planning in Liver Cancers.
Mian A,  Kamnitsas K,  Gordon-Weeks A,  et al. (2025)
Reticulin-Free Quantitation of Bone Marrow Fibrosis in MPNs: Utility and Applications.
Ryou H,  Thomas E,  Wojciechowska M,  Harding L,  Tam KH,  Wang R,  Hu X,  Rittscher J,  Cooper R,  Royston D,  et al. (2025)
Expert-Agnostic Learning to Defer
Strong J,  Saha P,  Ibrahim Y,  Ouyang C,  Noble A,  et al. (2025)
Standardized pancreatic MRI-T1 measurement methods: comparison between manual measurement and a semi-automated pipeline with automatic quality control.
Triay Bagur A,  Arya Z,  Waddell T,  Pansini M,  Fernandes C,  Counter D,  Jackson E,  Thomaides-Brears HB,  Robson MD,  Bulte DP,  Banerjee R,  Aljabar P,  Brady M,  et al. (2025)