Cargando…

DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning

Diffusion tensor magnetic resonance imaging (DTI) is unsurpassed in its ability to map tissue microstructure and structural connectivity in the living human brain. Nonetheless, the angular sampling requirement for DTI leads to long scan times and poses a critical barrier to performing high-quality D...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tian, Qiyuan, Bilgic, Berkin, Fan, Qiuyun, Liao, Congyu, Ngamsombat, Chanon, Hu, Yuxin, Witzel, Thomas, Setsompop, Kawin, Polimeni, Jonathan R., Huang, Susie Y.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7646449/ https://www.ncbi.nlm.nih.gov/pubmed/32504817 http://dx.doi.org/10.1016/j.neuroimage.2020.117017

Ejemplares similares

Improved cortical surface reconstruction using sub-millimeter resolution MPRAGE by image denoising
por: Tian, Qiyuan, et al.
Publicado: (2021)

High-fidelity mesoscale in-vivo diffusion MRI through gSlider-BUDA and circular EPI with S-LORAKS reconstruction
por: Liao, Congyu, et al.
Publicado: (2023)

In vivo human whole-brain Connectom diffusion MRI dataset at 760 µm isotropic resolution
por: Wang, Fuyixue, et al.
Publicado: (2021)

Comprehensive diffusion MRI dataset for in vivo human brain microstructure mapping using 300 mT/m gradients
por: Tian, Qiyuan, et al.
Publicado: (2022)

Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design
por: Fan, Qiuyun, et al.
Publicado: (2021)

Axonal damage in the optic radiation assessed by white matter tract integrity metrics is associated with retinal thinning in multiple sclerosis
por: Ngamsombat, Chanon, et al.
Publicado: (2020)

Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction
por: Iyer, Siddharth S., et al.
Publicado: (2023)

Variable flip angle echo planar time-resolved imaging (vFA-EPTI) for fast high-resolution gradient echo myelin water imaging
por: Dong, Zijing, et al.
Publicado: (2021)

The ionic DTI model (iDTI) of dynamic diffusion tensor imaging (dDTI)
por: Makris, Nikos, et al.
Publicado: (2014)

AutoDTI++: deep unsupervised learning for DTI prediction by autoencoders
por: Sajadi, Seyedeh Zahra, et al.
Publicado: (2021)

Diffusion tensor magnetic resonance imaging (DTI) tractography-guided deep brain stimulation in neuropathic pain
por: Coenen, Volker A., et al.
Publicado: (2015)

Wave-Encoded Model-Based Deep Learning for Highly Accelerated Imaging with Joint Reconstruction
por: Cho, Jaejin, et al.
Publicado: (2022)

Axonal and myelin changes and their inter-relationship in the optic radiations in people with multiple sclerosis
por: Krijnen, Eva A., et al.
Publicado: (2023)

Simultaneous pure T(2) and varying T(2)′-weighted BOLD fMRI using Echo Planar Time-resolved Imaging for mapping cortical-depth dependent responses
por: Wang, Fuyixue, et al.
Publicado: (2021)

Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact
por: Fan, Qiuyun, et al.
Publicado: (2022)

Validation of a highly accelerated post-contrast wave-controlled aliasing in parallel imaging (CAIPI) 3D-T1 MPRAGE compared to standard 3D-T1 MPRAGE for detection of intracranial enhancing lesions on 3-T MRI
por: Goncalves Filho, Augusto Lio M., et al.
Publicado: (2022)

Detection and Distinction of Mild Brain Injury Effects in a Ferret Model Using Diffusion Tensor MRI (DTI) and DTI-Driven Tensor-Based Morphometry (D-TBM)
por: Hutchinson, Elizabeth B., et al.
Publicado: (2018)

Application of diffusion tensor imaging (DTI) in pathological changes of the spinal cord
por: Sąsiadek, Marek J., et al.
Publicado: (2012)

3-Dimensional Diffusion Tensor Imaging (DTI) Atlas of the Rat Brain
por: Rumple, Ashley, et al.
Publicado: (2013)

DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences
por: Lee, Ingoo, et al.
Publicado: (2019)

Diffusion tensor imaging (DTI) of human lower leg muscles: correlation between DTI parameters and muscle power with different ankle positions
por: Takao, Shoichiro, et al.
Publicado: (2022)

Normal Pancreas Graft Appearance in Magnetic Resonance Diffusion Tensor Imaging (DTI)
por: Surowiecka, Agnieszka, et al.
Publicado: (2020)

FRnet-DTI: Deep convolutional neural network for drug-target interaction prediction
por: Rayhan, Farshid, et al.
Publicado: (2020)

Correction to: Diffusion tensor imaging (DTI) of human lower leg muscles: correlation between DTI parameters and muscle power with different ankle positions
por: Takao, Shoichiro, et al.
Publicado: (2022)

Feasibility of diffusion tensor imaging (DTI) with fibre tractography of the normal female pelvic floor
por: Zijta, F. M., et al.
Publicado: (2011)

Retrospective Correction of Physiological Noise in DTI Using an Extended Tensor Model and Peripheral Measurements
por: Mohammadi, Siawoosh, et al.
Publicado: (2013)

Apathy Is Correlated with Widespread Diffusion Tensor Imaging (DTI) Impairment in Amyotrophic Lateral Sclerosis
por: Femiano, Cinzia, et al.
Publicado: (2018)

The repeatability of bilateral diffusion tensor imaging (DTI) in the upper leg muscles of healthy adults
por: Monte, Jithsa R., et al.
Publicado: (2019)

High-fidelity approximation of grid- and shell-based sampling schemes from undersampled DSI using compressed sensing: Post mortem validation
por: Jones, Robert, et al.
Publicado: (2021)

Serial deep gray nuclear DTI changes in Parkinson’s disease over twelve years
por: Shih, Yao-Chia, et al.
Publicado: (2023)

Hypoplasia of cerebellar afferent networks in Down syndrome revealed by DTI-driven tensor based morphometry
por: Lee, Nancy Raitano, et al.
Publicado: (2020)

Comparison of pre-trained deep learning model classification performance of COVID-19 and normal chest X-ray images
por: Vichianin, Yudthaphon, et al.
Publicado: (2022)

Deep Learning with TensorFlow 2 and Keras
por: Gulli, Antonio, et al.
Publicado: (2019)

Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome
por: Huang, Susie Y., et al.
Publicado: (2021)

Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow
por: El-Amir, Hisham
Publicado: (2019)

Anisotropic conductivity tensor imaging for transcranial direct current stimulation (tDCS) using magnetic resonance diffusion tensor imaging (MR-DTI)
por: Lee, Mun Bae, et al.
Publicado: (2018)

Diffusion tensor MR imaging (DTI) metrics in the cervical spinal cord in asymptomatic HIV-positive patients
por: Mueller-Mang, Christina, et al.
Publicado: (2010)

Diffusion Tensor Imaging (DTI) Findings Following Pediatric Non-Penetrating TBI: A Meta-Analysis
por: Roberts, R. M., et al.
Publicado: (2014)

Abstract: Assessment of Peripheral Nerve Regeneration Using Diffusion Tensor Imaging (DTI) in Reverse and Forward Autografts
por: Afshari, Ashkan, et al.
Publicado: (2016)

Analysis of DTI-Derived Tensor Metrics in Differential Diagnosis between Low-grade and High-grade Gliomas
por: Jiang, Liang, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_knv1d9o0g5i832fn661t81elkc