Picture for Martin J. Menten

Martin J. Menten

on behalf of the PINNACLE consortium

Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis

Add code
Mar 12, 2025
Viaarxiv icon

Skelite: Compact Neural Networks for Efficient Iterative Skeletonization

Add code
Mar 10, 2025
Viaarxiv icon

Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations

Add code
Feb 23, 2025
Viaarxiv icon

Towards Generalisable Time Series Understanding Across Domains

Add code
Oct 09, 2024
Viaarxiv icon

Specialist vision-language models for clinical ophthalmology

Add code
Jul 11, 2024
Viaarxiv icon

Spatiotemporal Representation Learning for Short and Long Medical Image Time Series

Add code
Mar 12, 2024
Viaarxiv icon

Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers

Add code
Mar 11, 2024
Figure 1 for Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers
Figure 2 for Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers
Figure 3 for Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers
Figure 4 for Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers
Viaarxiv icon

Propagation and Attribution of Uncertainty in Medical Imaging Pipelines

Add code
Sep 28, 2023
Viaarxiv icon

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Add code
Sep 15, 2023
Viaarxiv icon

A skeletonization algorithm for gradient-based optimization

Add code
Sep 05, 2023
Viaarxiv icon