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10/02/2020
Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks
We introduce deep neural networks for the analysis of anatomical shapes ...
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09/09/2019
A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data
We introduce a wide and deep neural network for prediction of progressio...
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07/09/2019
Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference
Neuroimaging datasets keep growing in size to address increasingly compl...
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08/06/2018
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction
Morphological analysis of organs based on images is a key task in medica...
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06/04/2018
Deep Multi-Structural Shape Analysis: Application to Neuroanatomy
We propose a deep neural network for supervised learning on neuroanatomi...
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04/28/2018
Detect, Quantify, and Incorporate Dataset Bias: A Neuroimaging Analysis on 12,207 Individuals
Neuroimaging datasets keep growing in size to address increasingly compl...
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04/04/2018
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality
Multivariate regression models for age estimation are a powerful tool fo...
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09/20/2016
Hands-Free Segmentation of Medical Volumes via Binary Inputs
We propose a novel hands-free method to interactively segment 3D medical...
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09/17/2016
