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- University of TorontoCA2 papers
- Amsterdam UMC Location Vrije Universiteit AmsterdamNL1 paper
- Baycrest HospitalCA1 paper
- Beth Israel Deaconess Medical CenterUS1 paper
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- Centre d'Exploration et de Recherche Médicale par Emission de PositonsFR1 paper
- Centre Hospitalier Universitaire de NantesFR1 paper
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7 papers
An Analysis of Performance Bottlenecks in MRI Pre-Processing
Mathieu Dugré, Yohan Chatelain, Tristan Glatard
Magnetic Resonance Image (MRI) pre-processing is a critical step for neuroimaging analysis. However, the computational cost of MRI pre-processing pipelines is a major bottleneck fo…
covSTATIS: a multi-table technique for network neuroscience
Giulia Baracchini, Ju-Chi Yu, Jenny Rieck +5
Similarity analyses between multiple correlation or covariance tables constitute the cornerstone of network neuroscience. Here, we introduce covSTATIS, a versatile, linear, unsuper…
Interpretable Machine Learning Classifiers for Brain Tumour Survival Prediction
Colleen E. Charlton, Michael Tin Chung Poon, Paul M. Brennan +1
Prediction of survival in patients diagnosed with a brain tumour is challenging because of heterogeneous tumour behaviours and responses to treatment. Better estimations of prognos…
Promoter methylation in a mixed feedback loop circadian clock model
Turner Silverthorne, Edward Saehong Oh, Adam R Stinchcombe
We introduce and analyze an extension of the mixed feedback loop model of François and Hakim. Our extension includes an additional promoter state and allows for reversible protein…
Deep Learning for Quality Control of Subcortical Brain 3D Shape Models
Dmitry Petrov, Boris A. Gutman Egor Kuznetsov, Theo G. M. van Erp +70
We present several deep learning models for assessing the morphometric fidelity of deep grey matter region models extracted from brain MRI. We test three different convolutional ne…
Network Topology of an Experimental Futures Exchange
S. C. Wang, J. J. Tseng, C. C. Tai +4
Many systems of different nature exhibit scale free behaviors. Economic systems with power law distribution in the wealth is one of the examples. To better understand the working b…