ABC Seminar: Neuroimage analysis
When
Where
Event language(s)
Welcome to our ABC Seminars! This seminar series is open for everyone. The talks will take place in Otakaari 1, U141 (U3). After the talks, coffee and pulla will be served.
The event will be also streamed via Zoom at: https://aalto.zoom.us/j/67444945844
Talks:
Speaker: Koen Van Leemput (Aalto University)
Title: Computational neuroimage analysis in the wild
Abstract:
In this talk I will highlight the fundamental differences that exist between analyzing tightly-standardized images in well-controlled group studies, vs. analyzing images acquired "in the wild", i.e., as part of the clinical treatment of brain disorders. I will present our work on generative models that can naturally extrapolate beyond the narrow characteristics of manually labeled training data, and how these techniques are implemented within the well-known open-source software suite FreeSurfer. Specific attention will be paid to modeling lesions (such as white matter lesions or brain tumors) within whole-brain segmentation settings, and to leveraging the temporal consistency between follow-up scans in longitudinal data.
Speaker: Baran Aydogan (University of Eastern Finland)
Title: Crossing Paths with the Challenges of Tractography
Abstract:
TBA.