6 citations · 11 across the 5 of their papers we have counts for
3 papers · 1 filter
Performance comparison of Dask and Apache Spark on HPC systems for Neuroimaging
Mathieu Dugré, Valérie Hayot-Sasson, Tristan Glatard
The general increase in data size and data sharing motivates the adoption of Big Data strategies in several scientific disciplines. However, while several options are available, no…
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…
Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study
Elodie Germani, Nikhil Baghwat, Mathieu Dugré +7
Parkinson's disease (PD) is a common neurodegenerative disorder with a poorly understood physiopathology and no established biomarkers for the diagnosis of early stages and for pre…