Medical Image Analysis with Normative Machine Learning (ERC-CoG MIA-NORMAL)

Third party funded individual grant

Acronym: ERC-CoG MIA-NORMAL

Start date : 01.09.2023

End date : 30.09.2028

Overview

Publications

(9)

Image Generation Diversity Issues and How to Tame Them (2025) Dombrowski M, Zhang W, Cechnicka S, Reynaud H, Kainz B Conference contribution, Original article Arc2face: A foundation model for id-consistent human faces (2024) Paraperas PF, Alexandros L, Stylianos M, Deng J, Kainz B, Stefanos Z Conference contribution, Original article Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability (2024) Dombrowski M, Reynaud H, Müller J, Baugh M, Kainz B Conference contribution, Conference Contribution Realistic Data Enrichment for Robust Image Segmentation in Histopathology (2024) Cechnicka S, Ball J, Reynaud H, Arthurs C, Roufosse C, Kainz B Conference contribution, Original article Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks (2023) Baugh M, Tan J, Müller JP, Dombrowski M, Batten J, Kainz B Conference contribution, Original article MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI (2023) Zhang W, Basaran B, Meng Q, Baugh M, Stelter J, Lung P, Patel U, et al. Conference contribution, Original article Robust Segmentation via Topology Violation Detection and Feature Synthesis (2023) Li L, Ma Q, Ouyang C, Li Z, Meng Q, Zhang W, Qiao M, et al. Conference contribution, Original article Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis (2023) Reynaud H, Qiao M, Dombrowski M, Day T, Razavi R, Gomez A, Leeson P, Kainz B Conference contribution, Original article Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction (2023) Ma Q, Li L, Kyriakopoulou V, Hajnal JV, Robinson EC, Kainz B, Rueckert D Conference contribution, Original article