Search Results - "Tian, Qiyuan"
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1
Learning the Image Processing Pipeline
Published in IEEE transactions on image processing (01-10-2017)“…Many creative ideas are being proposed for image sensor designs, and these may be useful in applications ranging from consumer photography to computer vision…”
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2
Double diffusion encoding MRI for the clinic
Published in Magnetic resonance in medicine (01-08-2018)“…Purpose The purpose of this study is to develop double diffusion encoding (DDE) MRI methods for clinical use. Microscopic diffusion anisotropy measurements…”
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3
Resting-state “physiological networks”
Published in NeuroImage (Orlando, Fla.) (01-06-2020)“…Slow changes in systemic brain physiology can elicit large fluctuations in fMRI time series, which manifest as structured spatial patterns of temporal…”
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4
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning
Published in NeuroImage (Orlando, Fla.) (01-10-2020)“…Diffusion tensor magnetic resonance imaging (DTI) is unsurpassed in its ability to map tissue microstructure and structural connectivity in the living human…”
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5
Bundle-specific tractogram distribution estimation using higher-order streamline differential equation
Published in NeuroImage (Orlando, Fla.) (01-09-2024)“…Streamline tractography locally traces peak directions extracted from fiber orientation distribution (FOD) functions, lacking global information about the…”
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6
Wiring and Molecular Features of Prefrontal Ensembles Representing Distinct Experiences
Published in Cell (16-06-2016)“…A major challenge in understanding the cellular diversity of the brain has been linking activity during behavior with standard cellular typology. For example,…”
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7
Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
Published in Nature communications (03-12-2019)“…3D histology, slice-based connectivity atlases, and diffusion MRI are common techniques to map brain wiring. While there are many modality-specific tools to…”
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8
High-gradient diffusion MRI reveals distinct estimates of axon diameter index within different white matter tracts in the in vivo human brain
Published in Brain Structure and Function (01-05-2020)“…Axon diameter and density are important microstructural metrics that offer valuable insight into the structural organization of white matter throughout the…”
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SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI
Published in NeuroImage (Orlando, Fla.) (01-06-2022)“…Diffusion tensor magnetic resonance imaging (DTI) is a widely adopted neuroimaging method for the in vivo mapping of brain tissue microstructure and white…”
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10
Dissecting whole-brain conduction delays through MRI microstructural measures
Published in Brain Structure and Function (01-11-2021)“…Network models based on structural connectivity have been increasingly used as the blueprint for large-scale simulations of the human brain. As the nodes of…”
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11
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI
Published in NeuroImage (Orlando, Fla.) (15-11-2020)“…Axon diameter mapping using high-gradient diffusion MRI has generated great interest as a noninvasive tool for studying trends in axonal size in the human…”
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12
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome
Published in NeuroImage (Orlando, Fla.) (01-11-2021)“…The first phase of the Human Connectome Project pioneered advances in MRI technology for mapping the macroscopic structural connections of the living human…”
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13
Improved cortical surface reconstruction using sub-millimeter resolution MPRAGE by image denoising
Published in NeuroImage (Orlando, Fla.) (01-06-2021)“…•Denoised sub-millimeter isotropic MPRAGE images using DnCNN, BM4D and AONLM.•Systematically quantified image and cortical surface quality improvement by…”
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14
Highly accelerated multishot echo planar imaging through synergistic machine learning and joint reconstruction
Published in Magnetic resonance in medicine (01-10-2019)“…Purpose To introduce a combined machine learning (ML)‐ and physics‐based image reconstruction framework that enables navigator‐free, highly accelerated…”
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15
Enhanced the mechanical and dielectric properties of bismaleimide composites modified by graphene oxide grafting with maleic anhydride
Published in Journal of materials science. Materials in electronics (01-03-2021)“…MAH-GO was prepared by grafting maleic anhydride (MAH) on the surface of graphene oxide (GO). The polymer matrix (MBAE) was synthesized by modifying…”
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High-fidelity mesoscale in-vivo diffusion MRI through gSlider-BUDA and circular EPI with S-LORAKS reconstruction
Published in NeuroImage (Orlando, Fla.) (15-07-2023)“…•We developed complementary 2D partial Fourier and circular-BUDA-EPI to achieve high-resolution diffusion MRI with reduced TE.•We utilized phase constrained…”
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In vivo human whole-brain Connectom diffusion MRI dataset at 760 µm isotropic resolution
Published in Scientific data (29-04-2021)“…We present a whole-brain in vivo diffusion MRI (dMRI) dataset acquired at 760 μm isotropic resolution and sampled at 1260 q-space points across 9 two-hour…”
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Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact
Published in NeuroImage (Orlando, Fla.) (01-07-2022)“…Tremendous efforts have been made in the last decade to advance cutting-edge MRI technology in pursuit of mapping structural connectivity in the living human…”
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19
Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design
Published in NeuroImage (Orlando, Fla.) (15-10-2021)“…Axon diameter mapping using diffusion MRI in the living human brain has attracted growing interests with the increasing availability of high gradient strength…”
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Estimating axial diffusivity in the NODDI model
Published in NeuroImage (Orlando, Fla.) (15-11-2022)“…•Demonstrate how NODDI outputs change when the assumed axial diffusivity is modified.•Combine high b-value data (to isolate intra-axonal signal) with dispersed…”
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