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Displaying 1 - 17 of 17

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A data-driven method for automatic regularization selection in a hybrid DL-SENSE reconstruction

Author:Zahra Hosseini Thorsten Feiweier John Conklin Stephan Kannengießer Marcel Nickel Min Lang Azadeh Tabari Augusto Filho Wei-Ching Lo Maria Longo Michael Lev Pamela Schaefer Otto Rapalino Susie Huang Stephen Cauley B Clifford

Session Type:Digital Poster

Session Date:Monday, 09 May 2022

Topic:Module 5: Machine Learning/Artificial Intelligence

Session Name:Deep/Machine Learning-Based Image Acquisition & Reconstruction I

Program Number:1052

Room Session:Exhibition Hall:S8 & S9

Institution:Massachusetts General Hospital Massachusetts General Hospital, Harvard Medical School Siemens Healthcare GmbH Siemens Medical Solutions USA

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Diffusion MRI data analysis using brain segmentation from anatomical images synthesized from diffusion data by deep learning(DeepAnat)

Author:Ziyu Li Qiuyun Fan Berkin Bilgic Guangzhi Wang Jonathan Polimeni Susie Huang Qiyuan Tian

Session Type:Oral

Session Date:Wednesday, 11 May 2022

Topic:Module 21: Machine Learning and Artificial Intelligence

Session Name:Deep/Machine Learning-Based Quantitative Imaging & Modeling

Program Number:0437

Room Session:N11 (Breakout A)

Institution:Massachusetts General Hospital Tsinghua University University of Oxford Harvard Medical School

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Efficient Mapping of Diffusion Tensor Distribution in a Live Human Brain

Author:Kulam Najmudeen Magdoom Alexandru Avram Dario Gasbarra Thomas Witzel Susie Huang Peter Basser

Session Type:Digital Poster

Session Date:Monday, 09 May 2022

Topic:Module 16: Diffusion

Session Name:Diffusion Analysis, Tractography & Microstructure I

Program Number:0870

Room Session:Exhibition Hall:S8 & S9

Institution:Athinoula A. Martinos Center for Biomedical Imaging Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Healt University of Helsinki Center for Neuroscience and Regenerative Medicine, Uniformed Servic

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EPI with Parallel Imaging (eπ²) self-calibrates the image distortion due to B0 field inhomogeneity

Author:Hong Hsi Lee Berkin Bilgic Susie Huang

Session Type:Online Gather.town Pitches

Session Date:Thursday, 12 May 2022

Topic:Module 25: Gray Matter & Neurofluids

Session Name:Gray Matter & Neurofluids II

Program Number:4858

Room Session:4

Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital

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Evaluation of Scout Accelerated Motion Estimation and Reduction (SAMER) for measurement of brain volume and cortical thickness

Author:Wei-Ching Lo John Conklin Bryan Clifford Qiyuan Tian Daniel Polak Daniel Splitthoff ?Maria Gabriela Longo? Azadeh Tabari Stephen Cauley Susie Huang

Session Type:Digital Poster

Session Date:Wednesday, 11 May 2022

Topic:Module 28: Pediatrics, Normal Development & Aging

Session Name:Normal Development & Aging: Poster Session I

Program Number:1949

Room Session:Exhibition Hall:S8 & S9

Institution:A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital Siemens Healthcare GmbH Siemens Medical Solutions Harvard Medical School Massachusetts Institute of Technology

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Improving the accessibility of deep learning-based denoising for MRI using transfer learning and self-supervised learning

Author:Qiyuan Tian Ziyu Li Wei-Ching Lo Berkin Bilgic Jonathan Polimeni Susie Huang

Session Type:Online Gather.town Pitches

Session Date:Thursday, 12 May 2022

Topic:Module 5: Machine Learning/Artificial Intelligence

Session Name:Machine Learning & Artificial Intelligence V

Program Number:4811

Room Session:2

Institution:Massachusetts General Hospital, Harvard Medical School Siemens Medical Solutions University of Oxford

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In vivo demonstration of generalized anisotropy profiles for resolving boundaries between subcortical gray and white matter

Author:Robert Jones Chiara Maffei Qiyuan Tian Susie Huang Vaanathi Sundaresan Anastasia Yendiki

Session Type:Oral

Session Date:Monday, 09 May 2022

Topic:Module 22: Processing & Analysis

Session Name:Data Analysis in the Brain

Program Number:0162

Room Session:N11 (Breakout A)

Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital & Harvard Medical School

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In vivo demonstration of generalized anisotropy profiles for resolving boundaries between subcortical gray and white matter

Author:Robert Jones Chiara Maffei Qiyuan Tian Susie Huang Vaanathi Sundaresan Anastasia Yendiki

Session Type:Oral

Session Date:Thursday, 12 May 2022

Topic:

Session Name:Outstanding Abstracts from the Annual Meeting

Program Number:0162

Room Session:ICC Capital Hall 2

Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital & Harvard Medical School

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Initial in vivo evidence of fibrin deposition in multiple sclerosis patients using fibrin-targeted ⁶⁴Cu-FBP8 positron emission tomography

Author:Constantina Treaba Ciprian Catana Eric Klawiter Susie Huang Grae Arabasz Valeria Barletta Elena Herranz Jacob Sloane Peter Caravan Caterina Mainero

Session Type:Online Gather.town Pitches

Session Date:Tuesday, 10 May 2022

Topic:Module 9: Multiple Sclerosis, Alzheimer's and Dementia

Session Name:Neurodegeneration: Aging, AD & MS

Program Number:3957

Room Session:3

Institution:Beth Israel Deaconess Medical Center Massachusetts General Hospital A. Martinos Center for Biomedical Imaging Harvard Medical School

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Investigating spatial heterogeneity in diffuse gliomas with ultra-high gradient diffusion MRI and a model-free diffusion tensor distribution

Author:Ina Ly Yiqiao Song Qiuyun Fan Aapo Nummenmaa Maria Martinez-Lage Alvarez William Curry Brian Nahed Daniel Cahill Pamela Jones Jorg Dietrich Deborah Forst Scott Plotkin Tracy Batchelor Bruce Rosen Susie Huang Eliza Gerstner

Session Type:Online Gather.town Pitches

Session Date:Monday, 09 May 2022

Topic:Module 20: Cancer

Session Name:Cancer I

Program Number:3406

Room Session:4

Institution:Brigham and Women's Hospital Massachusetts General Hospital Tianjin University

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Linear⁺: An optimized sequence reordering for robust scout accelerated retrospective motion estimation and correction

Author:Daniel Polak Daniel Nicolas Splitthoff Bryan Clifford Lo Wei-Ching Azadeh Tabari Susie Huang John Conklin Lawrence L. Wald Stephen Cauley

Session Type:Online Gather.town Pitches

Session Date:Wednesday, 11 May 2022

Topic:Module 29: Processing & Analysis

Session Name:Processing & Analysis II

Program Number:4398

Room Session:1

Institution:A. A. Martinos Center for Biomedical Imaging Massachusetts General Hospital Siemens Healthcare GmbH Siemens Medical Solutions

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Measurement of model-free diffusion tensor distribution using Connectome MRI and application in an anaplastic astrocytoma

Author:Yiqiao Song Ina Ly Qiuyun Fan Aapo Nummenmaa Maria Martinez-Lage William Curry Jorg Dietrich Deborah Forst Bruce Rosen Susie Huang Elizabeth Gerstner

Session Type:Online Gather.town Pitches

Session Date:Wednesday, 11 May 2022

Topic:Module 22: Processing & Analysis

Session Name:Processing & Analysis V

Program Number:4491

Room Session:1

Institution:MGH Harvard Univ Tianjin University

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Noise2Average: deep learning based denoising without high-SNR training data using iterative residual learning

Author:Zihan Li Berkin Bilgic Ziyu Li Kui Ying Jonathan Polimeni Susie Huang Qiyuan Tian

Session Type:Online Gather.town Pitches

Session Date:Wednesday, 11 May 2022

Topic:Module 5: Machine Learning/Artificial Intelligence

Session Name:Machine Learning & Artificial Intelligence IV

Program Number:4338

Room Session:3

Institution:Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital Department of Biomedical Engineering, Tsinghua University Department of Engineering Physics, Tsinghua University Nuffield Department of Clinica

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Quantifying the uncertainty of neural networks using Monte Carlo dropout
for safer and more accurate deep learning based quantitative MRI

Author:Mehmet Avci Ziyu Li Qiuyun Fan Susie Huang Berkin Bilgic Qiyuan Tian

Session Type:Online Gather.town Pitches

Session Date:Thursday, 12 May 2022

Topic:Module 29: Processing & Analysis

Session Name:Processing & Analysis III

Program Number:4978

Room Session:2

Institution:Athinoula A. Martinos Center for Biomedical Imaging Bogazici University University of Oxford Harvard Medical School Tianjin University

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Revealing diffusion time-dependence and exchange effect in the in vivo human brain gray matter by using high gradient diffusion MRI

Author:Hong Hsi Lee Jonas Olesen Qiyuan Tian Gabriel Ramos Llorden Sune Jespersen Susie Huang

Session Type:Oral

Session Date:Tuesday, 10 May 2022

Topic:Module 16: Diffusion

Session Name:Diffusion MRI in Gray Matter: Exchange & Restriction

Program Number:0254

Room Session:N11 (Breakout A)

Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital Center of Functionally Integrative Neuroscience (CFIN) and MINDLab, Department of Clinical Medicine, Aarhus University Aarhus University Harvard Medical School

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Spatial encoding with a 48-ch Transcranial Magnetic Stimulation coil array: Application to diffusion imaging

Author:Jason Stockmann Lucia Navarro de Lara Mohammed Daneshzand Qinglei Meng Congyu Liao Hong-Hsi Lee Lawrence Wald Berkin Bilgic Susie Huang Aapo Nummenmaa

Session Type:Online Gather.town Pitches

Session Date:Thursday, 12 May 2022

Topic:Module 32: New Systems & Devices

Session Name:New Systems & Devices IV

Program Number:5027

Room Session:5

Institution:Massachusetts General Hospital Stanford University Harvard Medical School

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A user interface for brain cell analysis of a petascale database in cerebral cortex and its application to numerical simulations of diffusion

Author:Benjamin Sylvanus Susie Huang Hong Hsi Lee

Session Type:Online Gather.town Pitches

Session Date:Wednesday, 11 May 2022

Topic:Module 25: Gray Matter & Neurofluids

Session Name:Quantitative Neuroimaging & Neurofluids III

Program Number:4384

Room Session:5

Institution:Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital Northeastern University Harvard Medical School

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Displaying 1 - 17 of 17

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A data-driven method for automatic regularization selection in a hybrid DL-SENSE reconstruction

Diffusion MRI data analysis using brain segmentation from anatomical images synthesized from diffusion data by deep learning(DeepAnat)

Efficient Mapping of Diffusion Tensor Distribution in a Live Human Brain

EPI with Parallel Imaging (eπ²) self-calibrates the image distortion due to B0 field inhomogeneity

Evaluation of Scout Accelerated Motion Estimation and Reduction (SAMER) for measurement of brain volume and cortical thickness

Improving the accessibility of deep learning-based denoising for MRI using transfer learning and self-supervised learning

In vivo demonstration of generalized anisotropy profiles for resolving boundaries between subcortical gray and white matter

In vivo demonstration of generalized anisotropy profiles for resolving boundaries between subcortical gray and white matter

Initial in vivo evidence of fibrin deposition in multiple sclerosis patients using fibrin-targeted ⁶⁴Cu-FBP8 positron emission tomography

Investigating spatial heterogeneity in diffuse gliomas with ultra-high gradient diffusion MRI and a model-free diffusion tensor distribution

Linear⁺: An optimized sequence reordering for robust scout accelerated retrospective motion estimation and correction

Measurement of model-free diffusion tensor distribution using Connectome MRI and application in an anaplastic astrocytoma

Noise2Average: deep learning based denoising without high-SNR training data using iterative residual learning

Quantifying the uncertainty of neural networks using Monte Carlo dropout
for safer and more accurate deep learning based quantitative MRI

Revealing diffusion time-dependence and exchange effect in the in vivo human brain gray matter by using high gradient diffusion MRI

Spatial encoding with a 48-ch Transcranial Magnetic Stimulation coil array: Application to diffusion imaging

A user interface for brain cell analysis of a petascale database in cerebral cortex and its application to numerical simulations of diffusion

Current Filters

TITLE

Author:

Filter

A data-driven method for automatic regularization selection in a hybrid DL-SENSE reconstruction

Diffusion MRI data analysis using brain segmentation from anatomical images synthesized from diffusion data by deep learning(DeepAnat)

Efficient Mapping of Diffusion Tensor Distribution in a Live Human Brain

EPI with Parallel Imaging (eπ2) self-calibrates the image distortion due to B0 field inhomogeneity

Evaluation of Scout Accelerated Motion Estimation and Reduction (SAMER) for measurement of brain volume and cortical thickness

Improving the accessibility of deep learning-based denoising for MRI using transfer learning and self-supervised learning

In vivo demonstration of generalized anisotropy profiles for resolving boundaries between subcortical gray and white matter

In vivo demonstration of generalized anisotropy profiles for resolving boundaries between subcortical gray and white matter

Initial in vivo evidence of fibrin deposition in multiple sclerosis patients using fibrin-targeted 64Cu-FBP8 positron emission tomography

Investigating spatial heterogeneity in diffuse gliomas with ultra-high gradient diffusion MRI and a model-free diffusion tensor distribution

Linear+: An optimized sequence reordering for robust scout accelerated retrospective motion estimation and correction

Measurement of model-free diffusion tensor distribution using Connectome MRI and application in an anaplastic astrocytoma

Noise2Average: deep learning based denoising without high-SNR training data using iterative residual learning

Quantifying the uncertainty of neural networks using Monte Carlo dropout for safer and more accurate deep learning based quantitative MRI

Revealing diffusion time-dependence and exchange effect in the in vivo human brain gray matter by using high gradient diffusion MRI

Spatial encoding with a 48-ch Transcranial Magnetic Stimulation coil array: Application to diffusion imaging

A user interface for brain cell analysis of a petascale database in cerebral cortex and its application to numerical simulations of diffusion

EPI with Parallel Imaging (eπ²) self-calibrates the image distortion due to B0 field inhomogeneity

Initial in vivo evidence of fibrin deposition in multiple sclerosis patients using fibrin-targeted ⁶⁴Cu-FBP8 positron emission tomography

Linear⁺: An optimized sequence reordering for robust scout accelerated retrospective motion estimation and correction

Quantifying the uncertainty of neural networks using Monte Carlo dropout
for safer and more accurate deep learning based quantitative MRI