Jerry L. Prince

research

∙ 08/05/2023

MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction

Tagged magnetic resonance imaging (tMRI) has been employed for decades t...

0 Zhangxing Bian, et al. ∙

research

∙ 07/28/2023

A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond

Over the past decade, deep learning technologies have greatly advanced t...

0 Junyu Chen, et al. ∙

research

∙ 05/23/2023

Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation

Self-training is an important class of unsupervised domain adaptation (U...

0 Xiaofeng Liu, et al. ∙

research

∙ 02/14/2023

Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Investigating the relationship between internal tissue point motion of t...

0 Xiaofeng Liu, et al. ∙

research

∙ 02/01/2023

A latent space for unsupervised MR image quality control via artifact assessment

Image quality control (IQC) can be used in automated magnetic resonance ...

0 Lianrui Zuo, et al. ∙

research

∙ 01/18/2023

Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI

Tagged magnetic resonance imaging (MRI) has been used for decades to obs...

0 Zhangxing Bian, et al. ∙

research

∙ 01/15/2023

Segmenting thalamic nuclei from manifold projections of multi-contrast MRI

The thalamus is a subcortical gray matter structure that plays a key rol...

0 Chang Yan, et al. ∙

research

∙ 12/12/2022

HACA3: A Unified Approach for Multi-site MR Image Harmonization

The lack of standardization is a prominent issue in magnetic resonance (...

0 Lianrui Zuo, et al. ∙

research

∙ 09/06/2022

Deep filter bank regression for super-resolution of anisotropic MR brain images

In 2D multi-slice magnetic resonance (MR) acquisition, the through-plane...

0 Samuel W. Remedios, et al. ∙

research

∙ 06/05/2022

Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator

Understanding the underlying relationship between tongue and oropharynge...

1 Xiaofeng Liu, et al. ∙

research

∙ 05/10/2022

Disentangling A Single MR Modality

Disentangling anatomical and contrast information from medical images ha...

6 Lianrui Zuo, et al. ∙

research

∙ 03/05/2022

Coordinate Translator for Learning Deformable Medical Image Registration

The majority of deep learning (DL) based deformable image registration m...

4 Yihao Liu, et al. ∙

research

∙ 02/25/2022

Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement

Cycle reconstruction regularized adversarial training – e.g., CycleGAN, ...

5 Xiaofeng Liu, et al. ∙

research

∙ 06/23/2021

Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis

Self-training based unsupervised domain adaptation (UDA) has shown great...

4 Xiaofeng Liu, et al. ∙

research

∙ 03/31/2021

MR Slice Profile Estimation by Learning to Match Internal Patch Distributions

To super-resolve the through-plane direction of a multi-slice 2D magneti...

0 Shuo Han, et al. ∙

research

∙ 03/24/2021

Information-based Disentangled Representation Learning for Unsupervised MR Harmonization

Accuracy and consistency are two key factors in computer-assisted magnet...

8 Lianrui Zuo, et al. ∙

research

∙ 03/04/2021

A Structural Causal Model for MR Images of Multiple Sclerosis

Precision medicine involves answering counterfactual questions such as "...

0 Jacob C. Reinhold, et al. ∙

research

∙ 01/14/2021

Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis

Tagged magnetic resonance imaging (MRI) is a widely used imaging techniq...

29 Xiaofeng Liu, et al. ∙

research

∙ 07/09/2020

A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech

Intelligible speech is produced by creating varying internal local muscl...

0 Jonghye Woo, et al. ∙

research

∙ 07/07/2020

Self domain adapted network

Domain shift is a major problem for deploying deep networks in clinical ...

6 Yufan He, et al. ∙

research

∙ 02/11/2020

Validating uncertainty in medical image translation

Medical images are increasingly used as input to deep neural networks to...

0 Jacob C. Reinhold, et al. ∙

research

∙ 02/11/2020

Finding novelty with uncertainty

Medical images are often used to detect and characterize pathology and d...

0 Jacob C. Reinhold, et al. ∙

research

∙ 12/11/2018

Evaluating the Impact of Intensity Normalization on MR Image Synthesis

Image synthesis learns a transformation from the intensity features of a...

2 Jacob C. Reinhold, et al. ∙

research

∙ 04/15/2018

A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI

Muscle coordination patterns of lingual behaviors are synergies generate...

0 Jonghye Woo, et al. ∙

research

∙ 03/18/2018

Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size

CT is commonly used in orthopedic procedures. MRI is used along with CT ...

0 Yuta Hiasa, et al. ∙

research

∙ 03/14/2018

Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks

Optical coherence tomography (OCT) is a noninvasive imaging modality whi...

0 Yufan He, et al. ∙

research

∙ 02/26/2018

Self Super-Resolution for Magnetic Resonance Images using Deep Networks

High resolution magnetic resonance (MR) imaging (MRI) is desirable in ma...

0 Can Zhao, et al. ∙

research

∙ 05/19/2017

Fiber Orientation Estimation Guided by a Deep Network

Diffusion magnetic resonance imaging (dMRI) is currently the only tool f...

0 Chuyang Ye, et al. ∙

research

∙ 01/24/2017

Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images

Quantitative measurement of functional and anatomical traits of 4D tongu...

0 Jonghye Woo, et al. ∙

research

∙ 01/16/2016

Estimation of Fiber Orientations Using Neighborhood Information

Data from diffusion magnetic resonance imaging (dMRI) can be used to rec...

0 Chuyang Ye, et al. ∙

Jerry L. Prince

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