416 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- McGill UniversityCA39 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- InsermFR6 papers
- University of PennsylvaniaUS6 papers
- Polytechnique MontréalCA5 papers
- University College LondonGB5 papers
- University of CalgaryCA5 papers
- Cornell UniversityUS4 papers
- Harvard UniversityUS4 papers
- Massachusetts General HospitalUS4 papers
- National Institutes of HealthUS4 papers
- University of British ColumbiaCA4 papers
7 papers · 1 filter
Analyzing Regional Organization of the Human Hippocampus in 3D-PLI Using Contrastive Learning and Geometric Unfolding
Alexander Oberstrass, Jordan DeKraker, Nicola Palomero-Gallagher +5
Understanding the cortical organization of the human brain requires interpretable descriptors for distinct structural and functional imaging data. 3D polarized light imaging (3D-PL…
Deep radiomic signature with immune cell markers predicts the survival of glioma patients
Ahmad Chaddad, Paul Daniel Mingli Zhang, Saima Rathore +3
Imaging biomarkers offer a non-invasive way to predict the response of immunotherapy prior to treatment. In this work, we propose a novel type of deep radiomic features (DRFs) comp…
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser +41
Quantification of cerebral white matter hyperintensities (WMH) of presumed vascular origin is of key importance in many neurological research studies. Currently, measurements are o…
An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis +4
Automatic segmentation methods are important tools for quantitative analysis of Magnetic Resonance Images (MRI). Recently, patch-based label fusion approaches have demonstrated sta…
Automatic Detection of Neurons in NeuN-stained Histological Images of Human Brain
Andrija Štajduhar, Domagoj Džaja, Miloš Judaš +1
In this paper, we present a novel use of an anisotropic diffusion model for automatic detection of neurons in histological sections of the adult human brain cortex. We use a partia…
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging
Emilie Gerardin, Gaël Chételat, Marie Chupin +9
We describe a new method to automatically discriminate between patients with Alzheimer's disease (AD) or mild cognitive impairment (MCI) and elderly controls, based on multidimensi…
Gait Assessment for Multiple Sclerosis Patients Using Microsoft Kinect
Farnood Gholami, Daria A. Trojan, Jozsef Kovecses +2
Gait analysis of patients with neurological disorders, including multiple sclerosis (MS), is important for rehabilitation and treatment. The Mircrosoft Kinect sensor, which was dev…