Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equation

S Hübner, S Tambalo, L Novello, T Hilbert… - Human Brain …, 2024 - Wiley Online Library

The thalamus is a collection of gray matter nuclei that play a crucial role in sensorimotor
processing and modulation of cortical activity. Characterizing thalamic nuclei non‐invasively …

RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputs

A Feng, Z Bian, BE Dewey, AG Colinco, J Zhuo… - arXiv preprint arXiv …, 2024 - arxiv.org

Accurate segmentation of thalamic nuclei is important for better understanding brain function
and improving disease treatment. Traditional segmentation methods often rely on a single …

[PDF] arxiv.org

Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis

SP Hays, L Zuo, Y Liu, A Feng, J Zhuo… - arXiv preprint arXiv …, 2024 - arxiv.org

Deep learning (DL) has led to significant improvements in medical image synthesis,
enabling advanced image-to-image translation to generate synthetic images. However, DL …

Revisiting registration-based image synthesis: a focus on unsupervised MR image synthesis

SP Hays, L Zuo, Y Liu, A Feng, J Zhuo… - Medical Imaging …, 2024 - spiedigitallibrary.org

Deep learning (DL) has led to significant improvements in medical image synthesis,
enabling advanced image-toimage translation to generate synthetic images. However, DL …

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[PDF] biorxiv.org

Advancing Thalamic Nuclei Segmentation: The Impact of Compressed Sensing and FastSurfer on MRI Processing

S Hübner, S Tambalo, T Hilbert, T Kober, J Jovicich - bioRxiv, 2024 - biorxiv.org

The thalamus is a collection of gray matter nuclei that play a crucial role in sensorimotor
processing and modulation of cortical activity. Characterizing thalamic nuclei is particularly …