Andrew Hoopes | DeepAI

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∙ 01/26/2023

Anatomy-aware and acquisition-agnostic joint registration with SynthMorph

Affine image registration is a cornerstone of medical-image processing a...

0 Malte Hoffmann, et al. ∙

∙ 07/10/2022

An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation

In this paper we describe and validate a longitudinal method for whole-b...

0 Stefano Cerri, et al. ∙

∙ 03/30/2022

Learning the Effect of Registration Hyperparameters with HyperMorph

We introduce HyperMorph, a framework that facilitates efficient hyperpar...

5 Andrew Hoopes, et al. ∙

∙ 03/18/2022

SynthStrip: Skull-Stripping for Any Brain Image

The removal of non-brain signal from magnetic resonance imaging (MRI) da...

0 Andrew Hoopes, et al. ∙

∙ 12/13/2021

Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels

Despite the superior performance of Deep Learning (DL) on numerous segme...

17 Sungmin Hong, et al. ∙

∙ 12/08/2021

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning

To date few studies have comprehensively compared medical image registra...

4 Alessa Hering, et al. ∙

∙ 01/04/2021

HyperMorph: Amortized Hyperparameter Learning for Image Registration

We present HyperMorph, a learning-based strategy for deformable image re...

13 Andrew Hoopes, et al. ∙

∙ 08/12/2020

A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis

In this paper we propose a novel method for the segmentation of longitud...

0 Stefano Cerri, et al. ∙

∙ 01/17/2019

PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation

With the advent of convolutional neural networks (CNN), supervised learn...

0 Amod Jog, et al. ∙

∙ 01/17/2019

PSACNN: Pulse Sequence Resilient Fast Whole Brain Segmentation

With the advent of convolutional neural networks (CNN), supervised learn...

0 Amod Jog, et al. ∙

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