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

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Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Translation
Thesis
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year

From
To

Abstract

Journal

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