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08/14/2023
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks
Brain extraction in magnetic resonance imaging (MRI) data is an importan...
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02/10/2023
From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling
The brain-age gap is one of the most investigated risk markers for brain...
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07/16/2021
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling
The deviation between chronological age and age predicted from neuroimag...
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03/22/2021
Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks
Age prediction based on Magnetic Resonance Imaging (MRI) data of the bra...
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02/13/2020
The PHOTON Wizard – Towards Educational Machine Learning Code Generators
Despite the tremendous efforts to democratize machine learning, especial...
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02/13/2020
PHOTON – A Python API for Rapid Machine Learning Model Development
This article describes the implementation and use of PHOTON, a high-leve...
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12/13/2019
Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression
We currently observe a disconcerting phenomenon in machine learning stud...
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11/24/2019
