4.7 Article

Deep-fUS: A Deep Learning Platform for Functional Ultrasound Imaging of the Brain Using Sparse Data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Multidisciplinary Sciences

Deep learning for in vivo near-infrared imaging

Zhuoran Ma et al.

Summary: This study utilized artificial neural networks to transform fluorescence images in the shorter-wavelength NIR window to images resembling NIR-IIb window, achieving high signal-to-background ratio in vivo lymph node imaging with human-approved molecular probes. Translation of PD-L1 or EGFR imaging greatly enhanced tumor-to-normal tissue ratio and improved tumor margin localization, showcasing the potential of deep learning in enhancing noninvasive NIR imaging and microscopy. Deep learning equipped NIR imaging could facilitate basic biomedical research and clinical diagnostics and imaging-guided surgery.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

Article Neurosciences

High-sensitivity detection of optogenetically-induced neural activity with functional ultrasound imaging

Bradley Jay Edelman et al.

Summary: In comparison to fMRI, fUSI is more sensitive in detecting optogenetically-induced neuronal activation, with a more accurate signal interpretation and the ability to provide vascular readouts of neuronal activity and activation patterns. The study suggests that fUSI could be a valuable tool for studying brain-wide neural circuits in diverse behavioral states and tasks.

NEUROIMAGE (2021)

Article Multidisciplinary Sciences

Bedside functional monitoring of the dynamic brain connectivity in human neonates

Jerome Baranger et al.

Summary: This study utilizes functional ultrasound for bedside deep brain resting-state functional connectivity imaging in neonates, revealing interhemispheric connectivity in preterm newborns and fine-grain correlations within brain tissue. Furthermore, decreased occurrence of thalamo-cortical networks is observed in very preterm neonates compared to control term newborns, suggesting potential applications for early brain function monitoring.

NATURE COMMUNICATIONS (2021)

Article Neurosciences

Single-trial decoding of movement intentions using functional ultrasound neuroimaging

Sumner L. Norman et al.

Summary: This study demonstrates the use of functional ultrasound neuroimaging to detect the neural correlates of movement planning in the brain, providing a critical advancement towards the development of less invasive, high resolution, and scalable neuro-recording and brain interface tools.

NEURON (2021)

Article Engineering, Biomedical

Transcranial ultrafast ultrasound localization microscopy of brain vasculature in patients

Charlie Demene et al.

Summary: The use of ultrafast ultrasound localization microscopy enables microscopic imaging of deep vasculature in the adult human brain, providing a new tool for quantifying hemodynamic parameters and characterizing blood-flow dynamics. This technique may help enhance our understanding of brain hemodynamics and the relationship between vascular abnormalities in the brain and neurological pathologies.

NATURE BIOMEDICAL ENGINEERING (2021)

Article Computer Science, Interdisciplinary Applications

4D Functional Imaging of the Rat Brain Using a Large Aperture Row-Column Array

Jack Sauvage et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Review Neurosciences

Focused Ultrasound for Noninvasive, Focal Pharmacologic Neurointervention

Jeffrey B. Wang et al.

FRONTIERS IN NEUROSCIENCE (2020)

Article Multidisciplinary Sciences

Functional ultrasound imaging of deep visual cortex in awake nonhuman primates

Kevin Blaize et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Article Multidisciplinary Sciences

Functional imaging evidence for task-induced deactivation and disconnection of a major default mode network hub in the mouse brain

Jeremy Ferrier et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Article Computer Science, Interdisciplinary Applications

Nondestructive Detection of Targeted Microbubbles Using Dual-Mode Data and Deep Learning for Real-Time Ultrasound Molecular Imaging

Dongwoon Hyun et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Interdisciplinary Applications

Adaptive Ultrasound Beamforming Using Deep Learning

Ben Luijten et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Interdisciplinary Applications

Detection and Localization of Ultrasound Scatterers Using Convolutional Neural Networks

Jihwan Youn et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Interdisciplinary Applications

Learning Sub-Sampling and Signal Recovery With Applications in Ultrasound Imaging

Iris A. M. Huijben et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Acoustics

CohereNet: A Deep Learning Architecture for Ultrasound Spatial Correlation Estimation and Coherence-Based Beamforming

Alycen Wiacek et al.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL (2020)

Article Acoustics

Deep Learning to Obtain Simultaneous Image and Segmentation Outputs From a Single Input of Raw Ultrasound Channel Data

Arun Asokan Nair et al.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL (2020)

Article Computer Science, Artificial Intelligence

Deep variational network for rapid 4D flow MRI reconstruction

Valery Vishnevskiy et al.

NATURE MACHINE INTELLIGENCE (2020)

Article Computer Science, Interdisciplinary Applications

Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning

Yeo Hun Yoon et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)

Article Acoustics

Beamforming and Speckle Reduction Using Neural Networks

Dongwoon Hyun et al.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL (2019)

Article Biochemical Research Methods

4D functional ultrasound imaging of whole-brain activity in rodents

Claire Rabut et al.

NATURE METHODS (2019)

Article Computer Science, Artificial Intelligence

Deep learning optoacoustic tomography with sparse data

Neda Davoudi et al.

NATURE MACHINE INTELLIGENCE (2019)

Article Computer Science, Interdisciplinary Applications

Deep Neural Networks for Ultrasound Beamforming

Adam C. Luchies et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)

Article Computer Science, Interdisciplinary Applications

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

Guang Yang et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)

Article Computer Science, Interdisciplinary Applications

Adaptive Spatiotemporal SVD Clutter Filtering for Ultrafast Doppler Imaging Using Similarity of Spatial Singular Vectors

Jerome Baranger et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)

Article Multidisciplinary Sciences

Image reconstruction by domain-transform manifold learning

Bo Zhu et al.

NATURE (2018)

Article Computer Science, Artificial Intelligence

Deep Convolutional Neural Network for Inverse Problems in Imaging

Kyong Hwan Jin et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Article Acoustics

High-Quality Plane Wave Compounding Using Convolutional Neural Networks

Maxime Gasse et al.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL (2017)

Article Acoustics

A Vector Flow Imaging Method for Portable Ultrasound Using Synthetic Aperture Sequential Beamforming

Tommaso Di Ianni et al.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL (2017)

Article Cell Biology

Functional ultrasound imaging of brain activity in human newborns

Charlie Demene et al.

SCIENCE TRANSLATIONAL MEDICINE (2017)

Article Multidisciplinary Sciences

Intraoperative Functional Ultrasound Imaging of Human Brain Activity

Marion Imbault et al.

SCIENTIFIC REPORTS (2017)

Article Computer Science, Interdisciplinary Applications

Spatiotemporal Clutter Filtering of Ultrafast Ultrasound Data Highly Increases Doppler and fUltrasound Sensitivity

Charlie Demene et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2015)

Article Biochemical Research Methods

Real-time imaging of brain activity in freely moving rats using functional ultrasound

Alan Urban et al.

NATURE METHODS (2015)

Article Biochemical Research Methods

EEG and functional ultrasound imaging in mobile rats

Lim-Anna Sieu et al.

NATURE METHODS (2015)

Proceedings Paper Engineering, Electrical & Electronic

Real-Time High-Framerate In Vivo Cardiac SLSC Imaging with a GPU-Based Beamformer

Dongwoon Hyun et al.

2015 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS) (2015)

Article Multidisciplinary Sciences

Functional ultrasound imaging of intrinsic connectivity in the living rat brain with high spatiotemporal resolution

Bruno-Felix Osmanski et al.

NATURE COMMUNICATIONS (2014)

Article Biochemical Research Methods

Functional ultrasound imaging of the brain

Emilie Mace et al.

NATURE METHODS (2011)

Article Computer Science, Artificial Intelligence

Image quality assessment: From error visibility to structural similarity

Z Wang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2004)