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
Machine Learning Distinguishes Neurosurgical Skill Levels in a Virtual Reality Tumor Resection Task
Samaneh Siyar, Hamed Azarnoush, Saeid Rashidi +4
Background: Virtual reality simulators and machine learning have the potential to augment understanding, assessment and training of psychomotor performance in neurosurgery resident…
A Serverless Tool for Platform Agnostic Computational Experiment Management
Gregory Kiar, Shawn T Brown, Tristan Glatard +1
Neuroscience has been carried into the domain of big data and high performance computing (HPC) on the backs of initiatives in data collection and an increasingly compute-intensive…
Structural neuroimaging as clinical predictor: a review of machine learning applications
José María Mateos-Pérez, Mahsa Dadar, María Lacalle-Aurioles +3
In this paper, we provide an extensive overview of machine learning techniques applied to structural magnetic resonance imaging (MRI) data to obtain clinical classifiers. We specif…
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…
Measuring neuronal avalanches in disordered systems with absorbing states
Mauricio Girardi-Schappo, Marcelo H. R. Tragtenberg
Power-law-shaped avalanche-size distributions are widely used to probe for critical behavior in many different systems, particularly in neural networks. The definition of avalanche…
Investigation of electron beam effects on L shell Mo plasma produced by a compact LC generator using pattern recognition
M. F. Yilmaz, Y. Danisman, M. Ozdemir +2
In this paper, the effects of electron beam on the X pinch produced spectra of L-shell Mo plasma have been investigated by principal component analysis (PCA), and this analysis is…
A hybrid machine learning model to study UV-Vis spectra of gold nano spheres
B. Karlik, M. F. Yilmaz, M. Ozdemir +2
Here, we have employed Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) to analyze Mie calculated UV-Vis spectra of gold nanospheres (GNS). Eigen spectra o…