Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency

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Assessing workflow impact and clinical utility of AI-assisted brain aneurysm detection: A multi-reader study

Meritxell Bach Cuadra

Despite the plethora of AI-based algorithms developed for anomaly detection in radiology, subsequent integration into clinical setting is rarely evaluated. In this work, we assess the applicability and utility of an AI-based model for brain aneurysm detect ...

2025

Nonparametric network summaries

Arthur Verdeyme

This thesis is concerned with improving the interpretability of network summaries in both a theoretical and an applied framework, with an application to clinically relevant problems in neuroscience. The theoretical part of this thesis is concerned with gra ...

EPFL2025

Ex vivo brain MRI to assess conventional and FLASH brain irradiation effects

Bernard Lanz, Jessie Julie Mosso

Background and purpose: The FLASH effect expands the therapeutic ratio of tumor control to normal tissue toxicity observed after delivery of ultra-high (>100 Gy/s FLASH-RT) vs. conventional dose rate radiation (CONV-RT). In this first exploratory study, we ...

2025

Clustering of Heterogeneous Networks with Directional Flows Based on “Snake” Similarities

Nikolaos Geroliminis, Mohammadreza Saeedmanesh

2015