118 citations · 210 across the 14 of their papers we have counts for
4 papers · 1 filter
GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating
Lukas Fisch, Michael O. Heming, Andreas Schulte-Mecklenbeck +12
Flow cytometry is widely used to identify cell populations in patient-derived fluids such as peripheral blood (PB) or cerebrospinal fluid (CSF). While ubiquitous in research and cl…
Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model
Roberto Goya-Maldonado, Tracy Erwin-Grabner, Ling-Li Zeng +84
Major depressive disorder (MDD) is a complex psychiatric disorder that affects the lives of hundreds of millions of individuals around the globe. Even today, researchers debate if…
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks
Lukas Fisch, Stefan Zumdick, Carlotta Barkhau +8
Brain extraction in magnetic resonance imaging (MRI) data is an important segmentation step in many neuroimaging preprocessing pipelines. Image segmentation is one of the research…
From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling
Jan Ernsting, Nils R. Winter, Ramona Leenings +13
The brain-age gap is one of the most investigated risk markers for brain changes across disorders. While the field is progressing towards large-scale models, recently incorporating…