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An Analysis of Performance Bottlenecks in MRI Pre-Processing

• Authors : Dugré, Mathieu; Chatelain, Yohan; Glatard, Tristan

Subjects: Computer Science - Performance

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Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis

• Authors : Pepe, Inés Gonzalez; Sivakolunthu, Vinuyan; Park, Hae Lang

Subjects: Electrical Engineering and Systems Science - Image and Video Processing; Physics - Medical Physics

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A numerical variability approach to results stability tests and its application to neuroimaging

• Authors : Chatelain, Yohan; Tetrel, Loïc; Markiewicz, Christopher J.

Subjects: Physics - Medical Physics; Computer Science - Software Engineering; D.2.5

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Numerical Stability of DeepGOPlus Inference

• Authors : Pepe, Inés Gonzalez; Chatelain, Yohan; Kiar, Gregory

Subjects: Computer Science - Machine Learning; Quantitative Biology - Quantitative Methods

• Source: Vol 19, no. 1 (2024): e0296725

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Numerical stability of DeepGOPlus inference

• Authors : Gonzalez Pepe, Inés; Chatelain, Yohan; Kiar, Gregory ...

Subjects: Multidisciplinary

• Source: PLOS ONE ; volume 19, issue 1, page e0296725 ; ISSN 1932-6203

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Longitudinal brain structure changes in Parkinson’s disease: A replication study

• Authors : Sokołowski, Andrzej; Bhagwat, Nikhil; Chatelain, Yohan ...

Subjects: Multidisciplinary

• Source: PLOS ONE ; volume 19, issue 1, page e0295069 ; ISSN 1932-6203

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PyTracer: Automatically profiling numerical instabilities in Python

• Authors : Chatelain, Yohan; Yong, Nigel; Kiar, Gregory

Subjects: Computer Science - Mathematical Software; Computer Science - Software Engineering; Mathematics - Numerical Analysis

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Data Augmentation Through Monte Carlo Arithmetic Leads to More Generalizable Classification in Connectomics

• Authors : Kiar, Gregory; Chatelain, Yohan; Salari, Ali

Subjects: Quantitative Biology - Quantitative Methods; Computer Science - Machine Learning

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Accurate simulation of operating system updates in neuroimaging using Monte-Carlo arithmetic

• Authors : Salari, Ali; Chatelain, Yohan; Kiar, Gregory

Subjects: Quantitative Biology - Neurons and Cognition; Electrical Engineering and Systems Science - Image and Video Processing

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Reducing numerical precision preserves classification accuracy in Mondrian Forests

• Authors : Vicuna, Marc; Khannouz, Martin; Kiar, Gregory

Subjects: Computer Science - Machine Learning

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