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)
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
Pan J,  Liu C,  Wu J,  Liu F,  Zhu J,  Li HB,  Chen C,  Ouyang C,  Rueckert D,  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)
Preface
Sudre CH,  Hoque MI,  Mehta R,  Ouyang C,  Qin C,  Rakic M,  Wells WM,  et al. (2026)
The Relationship between Hippocampal Cerebrovascular Reactivity and Brain Structure in Older Age
Wang C,  Jobbins L,  Reid G,  Hobden G,  Patel R,  Mackay CE,  Ebmeier KP,  Pinto J,  Bulte D,  Kivimäki M,  Singh-Manoux A,  Suri S,  et al. (2026)
FedExIT - Missing Class-agnostic Semi-Supervised Federated Learning with Extreme Imbalance Tackling Scheme
Saha P,  Mishra D,  Wagner F,  Kamnitsas K,  Noble JA,  et al. (2026)
Chemo-prAIdict Breast: A deep learning solution for predicting residual disease on biopsies of breast cancer patients treated with neoadjuvant chemotherapy
Valderrama NF,  Morel L-O,  Mweze DT,  Derangère V,  Desmoulins I,  Mayeur D,  Kaderbhai C,  Ilie S,  Hennequin A,  Roussot N,  Bergeron A,  Beltjens F,  Pescia C,  Morel H-P,  Coutant C,  Rittscher J,  Arnould L,  Vinçon N,  Ladoire S,  et al. (2026)
A visually grounded language model for fetal ultrasound understanding.
Guo X,  Alsharid M,  Zhao H,  Wang Y,  Lander J,  Papageorghiou AT,  Noble JA,  et al. (2026)
AEM: An interpretable multi-task multi-modal framework for cardiac disease prediction
Peng J,  Beetz M,  Banerjee A,  Chen M,  Grau V,  et al. (2026)
Integrated Cardiac and Circulating N-glycan Signatures Reflect Atrial Remodeling in Patients with Atrial Fibrillation
Yiu CHK,  Cheeseman J,  Elgood-Hunt G,  Ma CS,  Banerjee A,  Moreira LM,  Johnston AM,  Mehta N,  Cox K,  Betts TR,  Rajappan K,  Ginks M,  Pedersen M,  Bashir Y,  Wijesurendra RS,  Sayeed R,  Krasopoulos G,  Srivastava V,  Kourliouros A,  Spencer DIR,  Reilly S,  et al. (2026)
Harness Behavioural Analysis for Unpacking the Bio-Interpretability of Pathology Foundation Models
Hu Y,  Batchkala G,  Gaitskell K,  Domingo E,  Li B,  Zhang T,  Li Z,  Friedrich M,  Woodcock D,  Verrill C,  Rittscher J,  et al. (2026)
Orientation-Robust Latent Motion Trajectory Learning for Annotation-free Cardiac Phase Detection in Fetal Echocardiography
Yang Y,  Yang Q,  Peng C,  D'Alberti E,  Patey O,  Papageorghiou AT,  Noble JA,  et al. (2026)
An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials
Doste R,  Camps J,  Wang ZJ,  Berg LA,  Holmes M,  Smith H,  Beetz M,  Li L,  Banerjee A,  Grau V,  Rodriguez B,  et al. (2026)
Statistical shape modeling in cardiovascular disease: a narrative review
Sharp AJ,  Betts TR,  Banerjee A,  et al. (2026)
An interpretable and explainable neural network to classify sports-related cardiac arrhythmias in professional football athletes
Vanegas Mueller E,  Harford M,  He L,  Banerjee A,  Leeson P,  Villarroel M,  et al. (2026)
Self-supervised Monocular Depth and Pose Estimation for Endoscopy with Latent Priors
Xu Z,  Li B,  Hu Y,  Zhang C,  East J,  Ali S,  Rittscher J,  et al. (2026)
The Invisible Gorilla Effect in Out-of-distribution Detection
Anthony H,  Liang Z,  Warr H,  Kamnitsas K,  et al. (2026)
EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis
Oladokun E,  Thomas S,  Šprem J,  Grau V,  et al. (2026)
Bidirectional coupling of physiology and emotions reveals unique speaker-listener dynamics.
Alkhodari M,  Ziogas I,  Singh J,  Grigolini P,  Muschert G,  Kusmartsev F,  Jelinek HF,  et al. (2026)
Coronary Arteries Segmentation in Invasive X-ray Angiography: A Comprehensive Review and Benchmarking
Lashgari M,  Atwany M,  Choudhury RP,  Banerjee A,  et al. (2026)
A Low-Cost, Microcontroller-Based Gas Delivery System for Respiratory Stimuli in MRI Studies
Blockley NP,  Alzaidi AA,  Milbourn CC,  Bulte DP,  Rudgewick-Brown A,  Rieger SW,  et al. (2026)
Accuracy of Diagnosis in Myeloproliferative Neoplasms With Splanchnic Vein Thrombosis (MPN‐SVT)
Sreedhar BR,  Ryou H,  O'Riordan A,  Hargreaves R,  Chauhan N,  Alexe D,  Alimam S,  Rittscher J,  Pomplun S,  Royston D,  Sekhar M,  et al. (2026)