Cover Image

Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Rizhong, Gholipour, Ali, Thiran, Jean-Philippe, Karimi, Davood, Kebiri, Hamza, Cuadra, Meritxell Bach
Format:	Preprint
Published:	2023
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Medical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains
by: Lin, Rizhong, et al.
Published: (2024)

4D iterative reconstruction of brain fMRI in the moving fetus
by: Taymourtash, Athena, et al.
Published: (2021)

Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation
by: de Dumast, Priscille, et al.
Published: (2021)

Segmentation of the cortical plate in fetal brain MRI with a topological loss
by: de Dumast, Priscille, et al.
Published: (2020)

DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation
by: Zalevskyi, Vladyslav, et al.
Published: (2024)

Diffusion Tensor Estimation with Uncertainty Calibration
by: Karimi, Davood, et al.
Published: (2021)

Fetal-BET: Brain Extraction Tool for Fetal MRI
by: Faghihpirayesh, Razieh, et al.
Published: (2023)

Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation
by: de Dumast, Priscille, et al.
Published: (2022)

Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data
by: Zalevskyi, Vladyslav, et al.
Published: (2024)

Spatially Regularized Super-Resolved Constrained Spherical Deconvolution (SR$^2$-CSD) of Diffusion MRI Data
by: Taskin, Ekin, et al.
Published: (2024)

Segmenting infant brains across magnetic fields: Domain randomization and annotation curation in ultra-low field MRI
by: Zalevskyi, Vladyslav, et al.
Published: (2025)

Cross-sectional imaging of speed-of-sound distribution using photoacoustic reversal beacons
by: Wang, Yang, et al.
Published: (2024)

Harmonization in Magnetic Resonance Imaging: A Survey of Acquisition, Image-level, and Feature-level Methods
by: Yang, Qinqin, et al.
Published: (2025)

CSF-Net: Cross-Modal Spatiotemporal Fusion Network for Pulmonary Nodule Malignancy Predicting
by: Shen, Yin, et al.
Published: (2025)

HAITCH: A Framework for Distortion and Motion Correction in Fetal Multi-Shell Diffusion-Weighted MRI
by: Snoussi, Haykel, et al.
Published: (2024)

A Comprehensive Scatter Correction Model for Micro-Focus Dual-Source Imaging Systems: Combining Ambient, Cross, and Forward Scatter
by: Sun, Jianing, et al.
Published: (2025)

Accounting for Underspecification in Statistical Claims of Model Superiority
by: Sanchez, Thomas, et al.
Published: (2025)

Bayesian Insights into Exchange and Restriction in Gray Matter Diffusion MRI
by: Jallais, Maëliss, et al.
Published: (2025)

A Portable Brain MRI Scanner for Underserved Settings and Point-Of-Care Imaging
by: Cooley, Clarissa Z., et al.
Published: (2020)

White Matter Tract Crossing and Bottleneck Regions in the Fetal Brain
by: Camilo Calixto, et al.
Published: (2025)

PyPeT: A Python Perfusion Tool for Automated Quantitative Brain CT and MR Perfusion Analysis
by: Borghouts, Marijn, et al.
Published: (2025)

CEST MR fingerprinting (CEST-MRF) for Brain Tumor Quantification Using EPI Readout and Deep Learning Reconstruction
by: Cohen, Ouri, et al.
Published: (2021)

Low-Cost and Detunable Wireless Resonator Glasses for Enhanced Eye MRI with Concurrent High-Quality Whole Brain MRI
by: Lu, Ming, et al.
Published: (2025)

Online Beam Current Estimation in Particle Beam Microscopy
by: Seidel, Sheila W., et al.
Published: (2021)

Causal Attribution of Model Performance Gaps in Medical Imaging Under Distribution Shifts
by: Gordaliza, Pedro M., et al.
Published: (2025)

Differentiable Forward and Back-Projector for Rigid Motion Estimation in X-ray Imaging
by: Jiang, Xiao, et al.
Published: (2025)

Estimation of Multi-Component Flow in the Kidney with Multi-b-value Spectral Diffusion
by: Liu, Mira M., et al.
Published: (2024)

Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
by: Wang, Qi, et al.
Published: (2023)

Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
by: Manna, Siladittya, et al.
Published: (2025)

HDN: Hybrid Deep-Learning and Non-Line-of-Sight Reconstruction Framework for Transcranial Photoacoustic Imaging of Human Brain
by: Wan, Pengcheng, et al.
Published: (2024)

Optimizing MV CBCT Imaging Protocols Using NTCP and Secondary Cancer Risk: A Multi-Site Study in Breast, Pelvic, and Head & Neck Radiotherapy
by: Duong, Thanh Tai, et al.
Published: (2025)

MR-Compass: Inertial Navigation-Driven Motion Correction for Brain MRI
by: Arslan, Musa Tunc, et al.
Published: (2026)

Cross-attention learning enables real-time nonuniform rotational distortion correction in OCT
by: Zhang, Haoran, et al.
Published: (2023)

Self-Portrait of the Focusing Process in Speckle: II. Gouy Phase Shift for Defocus Correction and Pixel Depth Reassignment
by: Bureau, Flavien, et al.
Published: (2024)

A Wavefield Correlation Approach to Improve Sound Speed Estimation in Ultrasound Autofocusing
by: Zhuang, Louise, et al.
Published: (2026)

Functional Ultrasound Imaging Combined with Machine Learning for Whole-Brain Analysis of Drug-Induced Hemodynamic Changes
by: Deighton, Jared, et al.
Published: (2024)

Stochastic Reconstruction of the Speed of Sound in Breast Ultrasound Computed Tomography with Phase Encoding in the Frequency Domain
by: Forte, Luca A.
Published: (2025)

Fetpype: An Open-Source Pipeline for Reproducible Fetal Brain MRI Analysis
by: Sanchez, Thomas, et al.
Published: (2025)

Correlating Stroke Risk with Non-Invasive Tracing of Brain Blood Dynamic via a Portable Speckle Contrast Optical Spectroscopy Laser Device
by: Huang, Yu Xi, et al.
Published: (2024)

Estimating Sensitivity Maps for X-Nuclei Magnetic Resonance Spectroscopic Imaging
by: Dwork, Nicholas, et al.
Published: (2025)