Search Results for author: Yunjie Chen

Found 3 papers, 2 papers with code

Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields

1 code implementation • 3 Apr 2024 • Yunjie Chen, Jelmer M. Wolterink, Olaf M. Neve, Stephan R. Romeijn, Berit M. Verbist, Erik F. Hensen, Qian Tao, Marius Staring

In the proposed method, each tumor is represented as a signed distance function (SDF) conditioned on a low-dimensional latent code.

Decision Making

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CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

1 code implementation • 6 Sep 2023 • Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik F. Hensen, Berit M. Verbist, Jelmer M. Wolterink, Qian Tao

In this paper, we propose Conditional Neural fields with Shift modulation (CoNeS), a model that takes voxel coordinates as input and learns a representation of the target images for multi-sequence MRI translation.

Translation

Paper
Code

Local Implicit Neural Representations for Multi-Sequence MRI Translation

no code implementations • 2 Feb 2023 • Yunjie Chen, Marius Staring, Jelmer M. Wolterink, Qian Tao

In this paper, we propose a novel MR image translation solution based on local implicit neural representations.

Anatomy SSIM +1

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