Buchumschlag

Rotation-invariant graph message passing enables acquisition protocol generalisation in learning-based brain microstructure estimation

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Kerkelä, Leevi, Zhang, Hui
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Medical Physics
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI data
von: Kerkelä, Leevi, et al.
Veröffentlicht: (2022)

Decoding Gray Matter: large-scale analysis of brain cell morphometry to inform microstructural modeling of diffusion MR signals
von: Aird-Rossiter, Charlie, et al.
Veröffentlicht: (2025)

Can patient-specific acquisition protocol improve performance on defect detection task in myocardial perfusion SPECT?
von: Choi, Nu Ri, et al.
Veröffentlicht: (2024)

Mapping tissue microstructure of brain white matter in vivo in health and disease using diffusion MRI
von: Liao, Ying, et al.
Veröffentlicht: (2023)

Realistic noise synthesis reduces bias and improves tissue microstructure estimation with supervised machine learning
von: Karat, Bradley G., et al.
Veröffentlicht: (2026)

Effects of subject motion and acquisition time on cone‐beam CT‐guided adaptive therapy for novel 6 second fast scanning protocols
von: David P. Adam, et al.
Veröffentlicht: (2025)

Interplay between MRI-based axon diameter and myelination estimates in macaque and human brain
von: Gong, Ting, et al.
Veröffentlicht: (2024)

Volume electron microscopy in injured rat brain validates white matter microstructure metrics from diffusion MRI
von: Coronado-Leija, Ricardo, et al.
Veröffentlicht: (2023)

WHOCARES: data-driven WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions
von: Colenbier, Nigel, et al.
Veröffentlicht: (2022)

Transformer‐based deep learning for predicting brain tumor recurrence using magnetic resonance imaging
von: Qiuyu Zhou, et al.
Veröffentlicht: (2025)

Clinical evaluation of deep learning‐enhanced lymphoma pet imaging with accelerated acquisition
von: Xu Li, et al.
Veröffentlicht: (2024)

A predictive quality assurance model for patient‐specific gamma passing rate of hyperarc‐based stereotactic radiotherapy and radiosurgery of brain metastases
von: Shane McCarthy, et al.
Veröffentlicht: (2025)

Real-time, inline quantitative MRI enabled by scanner-integrated machine learning: a proof of principle with NODDI
von: Rot, Samuel, et al.
Veröffentlicht: (2025)

FLASH radiotherapy: Paradigm shift or a passing fad?
von: Joao Seco, et al.
Veröffentlicht: (2025)

Strategies for deep learning‐based attenuation and scatter correction of brain 18F‐FDG PET images in the image domain
von: Reza Jahangir, et al.
Veröffentlicht: (2024)

Automated confidence estimation in deep learning auto‐segmentation for brain organs at risk on MRI for radiotherapy
von: Nouf M. Alzahrani, et al.
Veröffentlicht: (2024)

Generation of synthetic CT from MRI for MRI‐based attenuation correction of brain PET images using radiomics and machine learning
von: Amin Hoseinipourasl, et al.
Veröffentlicht: (2025)

RAIDER: Rapid, anatomy-independent, deep learning-based PDFF and R2* estimation using magnitude-only signals
von: Bray, T. J. P., et al.
Veröffentlicht: (2024)

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

Deep learning‐based estimation of respiration‐induced deformation from surface motion: A proof‐of‐concept study on 4D thoracic image synthesis
von: Jie Zhang, et al.
Veröffentlicht: (2025)

A multimodal fusion network based on variational autoencoder for distinguishing SCLC brain metastases from NSCLC brain metastases
von: Xue Linyan, et al.
Veröffentlicht: (2025)

Compartment-specific estimation of T2 and T2* with diffusion-PEPTIDE MRI
von: Gong, Ting, et al.
Veröffentlicht: (2024)

Enhanced brain tumor classification in MRI using an optimized deep random graph dilated diffusion convolutional attention network
von: Jaswinder Singh, et al.
Veröffentlicht: (2025)

Synchrotron radiation-based tomography of an entire mouse brain with sub-micron voxels: augmenting interactive brain atlases with terabyte data
von: Humbel, Mattia, et al.
Veröffentlicht: (2024)

Detection and segmentation of brain metastases on MRI using 3D‐MedDCNet
von: Yizhou Wu, et al.
Veröffentlicht: (2025)

An MR‐only deep learning inference model‐based dose estimation algorithm for MR‐guided adaptive radiation therapy
von: Zhiqiang Liu, et al.
Veröffentlicht: (2025)

Dynamic transitions for fast joint acquisition and reconstruction of CEST-Rex and T1
von: Huemer, Markus, et al.
Veröffentlicht: (2025)

Multi‐class brain tumor diagnosis using MRI: A dynamic reinforcement ensemble learning approach
von: Jia Sheng Yang, et al.
Veröffentlicht: (2025)

Enhancing gamma‐ray detection: Processing grooved microstructures on LYSO crystal with femtosecond laser
von: Xi Zhang, et al.
Veröffentlicht: (2025)

Prediction of VMAT gamma passing rates using 3D CNNs based on leaf position analysis and gradient class activation mapping for plan complexity evaluation
von: Johannes Berchtold, et al.
Veröffentlicht: (2026)

Novel brain biomarkers of obesity based on statistical measurements of white matter tracts
von: Suárez-García, José Gerardo, et al.
Veröffentlicht: (2024)

Deep learning‐based hippocampus asymmetry assessment for Alzheimer's disease diagnosis
von: Fan Zhang, et al.
Veröffentlicht: (2025)

Machine learning reconstruction of digit bone Raman spectra enables noninvasive transcutaneous detection of systemic osteoporosis
von: Hosseini, Mohammad, et al.
Veröffentlicht: (2026)

Experimental measurement of local noise power spectrum (NPS) in photon counting detector‐CT (PCD‐CT) using a single data acquisition
von: Chengzhu Zhang, et al.
Veröffentlicht: (2024)

PRIME: Phase Reversed Interleaved Multi-Echo acquisition enables highly accelerated distortion-free diffusion MRI
von: Jun, Yohan, et al.
Veröffentlicht: (2024)

FNIRS based study of brain network characteristics in children with cerebral palsy during bilateral lower limb movement
von: Ping Xie, et al.
Veröffentlicht: (2024)

Evaluation and optimization of deep learning models for enhanced detection of brain cancer using transmission optical microscopy of thin brain tissue samples
von: Sao, Mohnish, et al.
Veröffentlicht: (2025)

Estimating the CTDI vol with helical acquisitions: Results from a national generalizability study
von: Izabella L. Barreto, et al.
Veröffentlicht: (2024)

Influence of bone microstructure on ultrasound loss through skull-mimicking digital phantoms
von: Clinard, Samuel, et al.
Veröffentlicht: (2025)

Influence of bone microstructure on ultrasound loss through skull‐mimicking digital phantoms
von: Samuel Clinard, et al.
Veröffentlicht: (2025)