Vicente Grau Colomer
Professor of Engineering Science
Develops biomedical image analysis methods, including AI for cardiac imaging and computational pathology.
Vicente Grau Colomer's lab at Oxford works on medical imaging & healthcare AI and medical image analysis. 49 papers since 2023, 5 at top venues, mostly ISBI and Medical Image Analysis. Applications close .
At a glance
- papers, 2023–2026
- 13/ year
- at T1 venues
- 10%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 12 papers2026 · T1 1 · collecting
- 10 papers2025 · T1 1
- 18 papers2024 · T1 2
- 9 papers2023 · T1 1
T1 venuesOtherVenues: ISBI, Medical Image Analysis, TMI, NPJ precision oncology, TNNLS
Research focuspaper titles that use each topic's words
- Medical image analysis10 papers
- Medical imaging & healthcare AI1 paper
- computational pathology1 paper
- analysis methods0 papers
- cardiac0 papers
Paper list
From the lab homepage.
202612 papers
- American Journal of HematologyAccuracy of Diagnosis in Myeloproliferative Neoplasms With Splanchnic Vein Thrombosis (MPN‐SVT) (opens in a new tab)
- European Journal of CancerChemo-prAIdict Breast: A deep learning solution for predicting residual disease on biopsies of breast cancer patients treated with neoadjuvant chemotherapy (opens in a new tab)
- LeukemiaClinical evaluation of AI-assisted quantitative marrow fibrosis assessment using Continuous Indexing of Fibrosis (CIF) (opens in a new tab)
- —CtrlEndoDiff: Diffusion-Based Synthetic Image Generation for Enhanced ACF Segmentation (opens in a new tab)
- HepatologyDecoding fibrosis: transcriptomic and clinical insights via AI-derived collagen deposition phenotypes in MASLD (opens in a new tab)
- ISBIDistilling Knowledge from Multiple Foundation Models for Accurate and Efficient Spatial Gene Expression Prediction (opens in a new tab)
- Nature ImmunologyEpigenetic modulation of stromal cell states underpins pathological tissue niches in Crohn’s disease (opens in a new tab)
- Cancer EpidemiologyImage-based consensus molecular subtypes and colon cancer recurrence: Understanding the impact of lifestyle factors across subtypes of colon cancer (opens in a new tab)
- ISBIPatchsurg: Leveraging Synthetic Datasets for High-Fidelity Depth Estimation in Surgery (opens in a new tab)
- TMI (T1)Self-supervised monocular depth and pose estimation for endoscopy with latent priors (opens in a new tab)
- GastroenterologyToward Integration of Molecular Measures and Artificial Intelligence-Based Assessments With Clinical End Points in Inflammatory Bowel Disease (opens in a new tab)
- —Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical Endpoints (opens in a new tab)
202510 papers
- European Urology Open Science8 Novel enhancement of multimodality treatment of prostate cancer, combining radiotherapy,vascular-targeted photodynamic therapy, and immunotherapy (opens in a new tab)
- Abstract Book of European Association for the Study of the Liver (EASL) CongressDecoding fibrosis: transcriptomic and clinical insights via AI-derived collagen clusters in MASLD (opens in a new tab)
- BloodDelineating Mpl-dependent and -independent phenotypes of Jak2 V617F- positive MPNs in vivo (opens in a new tab)
- Clinical Lymphoma Myeloma & LeukemiaEXABS-184-MPN: Refining Diagnosis, Prognosis, and Management of MPNs With AI/ML (opens in a new tab)
- Proceedings of Machine Learning ResearchGenST: A Generative Cross-Modal Model for Predicting Spatial Transcriptomics from Histology Images
- PLoS BiologyMSP-tracker: A versatile vesicle tracking software tool used to reveal the spatial control of polarized secretion in Drosophila epithelial cells (opens in a new tab)
- eJHaemReticulin‐Free Quantitation of Bone Marrow Fibrosis in MPNs: Utility and Applications (opens in a new tab)
- Medical Image Analysis (T1)Self-interactive learning: fusion and evolution of multi-scale histomorphology features for molecular traits prediction in computational pathology (opens in a new tab)
- GastroenterologySynergies between Clinicians, Academia and Industry in the Age of AI (opens in a new tab)
- BloodToward precision pathology: Deep learning supported fibrosis grading augments performance of international hematopathologists in a large real-world cohort (opens in a new tab)
202418 papers
- Lung Cancer38 Modelling Class Dependencies for Lung Cancer Subtyping from Digitised Pathology Images (opens in a new tab)
- ISBIAccurate subtyping of lung cancers by modelling class dependencies (opens in a new tab)
- JCI InsightAdjuvant COX inhibition augments STING signaling and cytolytic T cell infiltration in irradiated 4T1 tumors (opens in a new tab)
- DiagnosticsArtificial Intelligence-Based Quality Assessment of Histopathology Whole-Slide Images within a Clinical Workflow: Assessment of 'PathProfiler' in a Diagnostic Pathology Setting (opens in a new tab)
- Scientific ReportsAssessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge (opens in a new tab)
- ISBICharacterising borderline areas in bladder tumour grading with Bayesian graph neural networks (opens in a new tab)
- CVPRWCluster Triplet Loss for Unsupervised Domain Adaptation on Histology Images (opens in a new tab)
- Medical Image Analysis (T1)Editorial for Special Issue on Foundation Models for Medical Image Analysis (opens in a new tab)
- NPJ precision oncologyImage-based consensus molecular subtyping in rectal cancer biopsies and response to neoadjuvant chemoradiotherapy. (opens in a new tab)
- BloodMapping the Human Bone Marrow in Myeloproliferative Neoplasia Using Spatial Transcriptomics (opens in a new tab)
- —MultiVarNet - Predicting Tumour Mutational Status at the Protein Level (opens in a new tab)
- Frontiers in TransplantationPredicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features (opens in a new tab)
20239 papers
- Scientific DataA multi-centre polyp detection and segmentation dataset for generalisability assessment (opens in a new tab)
- Biological ImagingAnnotation-free learning of a spatio-temporal manifold of the cell life cycle (opens in a new tab)
- Lecture Notes in Networks and SystemsDeep Visualisation-Based Interpretable Analysis of Digital Pathology Images for Colorectal Cancer (opens in a new tab)
- TNNLS (T1)FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation. (opens in a new tab)
- Lecture Notes in Computer ScienceJoint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies (opens in a new tab)
- ISBILeveraging inter-annotator disagreement for semi-supervised segmentation (opens in a new tab)
- The Lancet. Respiratory medicinePredicting the future risk of lung cancer: development, and internal and external validation of the CanPredict (lung) model in 19·67 million people and evaluation of model performance against seven other risk prediction models. (opens in a new tab)
- BloodQuantitative Analysis of Bone Marrow Features Highlights Heterogeneity in Myelofibrosis Patients Treated with Zinpentraxin Alfa in a Phase II Clinical Study (opens in a new tab)
- British journal of haematologyQuantitative interpretation of bone marrow biopsies in MPN-What's the point in a molecular age? (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to Oxford2027-28
DPhil in Computer Science
- Round
- 2027-28 entry (January round)
- Opens
- —
- GRE
- See program page
- English
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- Fee
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Not yet confirmed for this intake.
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