36 citations · 52 across the 10 of their papers we have counts for
4 papers · 1 filter
Heat kernels with functional connectomes reveal atypical energy transport in peripheral subnetworks in autism
Markus D. Schirmer, Ai Wern Chung
Autism is increasing in prevalence and is a neurodevelopmental disorder characterised by impairments in communication skills and social behaviour. Connectomes enable a systems-leve…
Network Dependency Index Stratified Subnetwork Analysis of Functional Connectomes: An application to autism
Ai Wern Chung, Markus D. Schirmer
Autism spectrum disorder (ASD) is a neurodevelopmental condition impacting high-level cognitive processing and social behavior. Recognizing the distributed nature of brain function…
Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators
Bernhard Egger, Markus D. Schirmer, Florian Dubost +3
We propose and demonstrate a joint model of anatomical shapes, image features and clinical indicators for statistical shape modeling and medical image analysis. The key idea is to…
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation
Florian Dubost, Marleen de Bruijne, Marco Nardin +10
Registration is a core component of many imaging pipelines. In case of clinical scans, with lower resolution and sometimes substantial motion artifacts, registration can produce po…