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Author Details

Juan Eugenio Iglesias
Massachusetts Institute of Technology
2007
100
28
PMIDPaper TitleJournal TitlePublished Year
37333251Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.bioRxiv2024
37333251Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.bioRxiv2024
36346311Quantitative Brain Morphometry of Portable Low-Field-Strength MRI Using Super-Resolution Machine Learning.Radiology2023
36346311Quantitative Brain Morphometry of Portable Low-Field-Strength MRI Using Super-Resolution Machine Learning.Radiology2023
37608937The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.ArXiv2023
37705717Brain imaging with portable low-field MRI.Nat Rev Bioeng2023
37218590Identification of White Matter Hyperintensities in Routine Emergency Department Visits Using Portable Bedside Magnetic Resonance Imaging.J Am Heart Assoc2023
37095168A ready-to-use machine learning tool for symmetric multi-modality registration of brain MRI.Sci Rep2023
37205264Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI.ArXiv2023
37018704NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI.IEEE Trans Med Imaging2023
37396608The Brain Tumor Segmentation (BraTS) Challenge 2023: <i>Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)</i>.ArXiv2023
37075028Volume of hyperintense inflammation (VHI): A quantitative imaging biomarker of inflammation load in spondyloarthritis, enabled by human-machine cooperation.PLoS One2023
36945448Hippocampal sclerosis of aging at post-mortem is evident on MRI more than a decade prior.bioRxiv2023
37443276Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting.NPJ Digit Med2023
36691755A novel histological staging of hippocampal sclerosis that is evident in gray matter loss in vivo.Alzheimers Dement2023
36857946SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining.Med Image Anal2023
36724222SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry.Sci Adv2023
37505997Supervision by Denoising.IEEE Trans Pattern Anal Mach Intell2023
37502983Sustaining wakefulness: Brainstem connectivity in human consciousness.bioRxiv2023
36720639Future of Neurology &amp; Technology: Neuroimaging Made Accessible Using Low-Field, Portable MRI.Neurology2023
37705717Brain imaging with portable low-field MRI.Nat Rev Bioeng2023
37505997Supervision by Denoising.IEEE Trans Pattern Anal Mach Intell2023
37502983Sustaining wakefulness: Brainstem connectivity in human consciousness.bioRxiv2023
37608937The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.ArXiv2023
37218590Identification of White Matter Hyperintensities in Routine Emergency Department Visits Using Portable Bedside Magnetic Resonance Imaging.J Am Heart Assoc2023
37018704NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI.IEEE Trans Med Imaging2023
36945448Hippocampal sclerosis of aging at post-mortem is evident on MRI more than a decade prior.bioRxiv2023
37443276Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting.NPJ Digit Med2023
37075028Volume of hyperintense inflammation (VHI): A quantitative imaging biomarker of inflammation load in spondyloarthritis, enabled by human-machine cooperation.PLoS One2023
37205264Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI.ArXiv2023
37095168A ready-to-use machine learning tool for symmetric multi-modality registration of brain MRI.Sci Rep2023
37396608The Brain Tumor Segmentation (BraTS) Challenge 2023: <i>Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)</i>.ArXiv2023
36857946SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining.Med Image Anal2023
36724222SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry.Sci Adv2023
36720639Future of Neurology &amp; Technology: Neuroimaging Made Accessible Using Low-Field, Portable MRI.Neurology2023
36691755A novel histological staging of hippocampal sclerosis that is evident in gray matter loss in vivo.Alzheimers Dement2023
33368865FreeSurfer-based segmentation of hippocampal subfields: A review of methods and applications, with a novel quality control procedure for ENIGMA studies and other collaborative efforts.Hum Brain Mapp2022
35581687Post-mortem correlates of Virchow-Robin spaces detected on <i>in vivo</i> MRI.J Cereb Blood Flow Metab2022
36349348Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis.J Mach Learn Biomed Imaging2022
36084858High-resolution atlasing and segmentation of the subcortex: Review and perspective on challenges and opportunities created by machine learning.Neuroimage2022
36383500SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration.Biomed Image Regist (2022)2022
36113320Deep active learning for suggestive segmentation of biomedical image stacks via optimisation of Dice scores and traced boundary length.Med Image Anal2022
35717886In vivo hypothalamic regional volumetry across the frontotemporal dementia spectrum.Neuroimage Clin2022
37103480SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI.Med Image Comput Comput Assist Interv2022
37220495TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces.Proc Mach Learn Res2022
33368865FreeSurfer-based segmentation of hippocampal subfields: A review of methods and applications, with a novel quality control procedure for ENIGMA studies and other collaborative efforts.Hum Brain Mapp2022
34928427Perivascular space dilation is associated with vascular amyloid-β accumulation in the overlying cortex.Acta Neuropathol2022
34741894Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas.Med Image Anal2022
34587005SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images.IEEE Trans Med Imaging2022
35347570How Machine Learning is Powering Neuroimaging to Improve Brain Health.Neuroinformatics2022
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Collaborators

Bruce Fischl
Massachusetts Institute of Technology
Co-authored papers 27
Koen Van Leemput
Technical University of Denmark
Co-authored papers 25
Mert R Sabuncu
Cornell University and Cornell Tech
Co-authored papers 11
Polina Golland
Massachusetts Institute of Technology
Co-authored papers 9
Douglas N Greve
Co-authored papers 8
Jean C Augustinack
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Co-authored papers 8
Paul M Thompson
University of Southern California
Co-authored papers 7
Kevin N Sheth
Yale School of Medicine
Co-authored papers 4
Martin Reuter
University of Bonn
Co-authored papers 4
Andre van der Kouwe
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Co-authored papers 4
Matthew P Frosch
Massachusetts General Hospital and Harvard Medical School
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William T Kimberly
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Neda Jahanshad
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Brian L Edlow
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Patricia Ellen Grant
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Bjoern H Menze
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Adam L Boxer
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Evan Calabrese
University of California San Francisco
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Ariana Familiar
Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia
Co-authored papers 2
Randy L Gollub
Co-authored papers 2
Udunna C Anazodo
Montreal Neurological Institute, McGill University
Co-authored papers 2
Jeffrey D Rudie
Center for Intelligent Imaging (ci2), University of California san francisco
Co-authored papers 2
Christopher Dirk Keene
University of Washington
Co-authored papers 2
Theo G M van Erp
University of California Irvine
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Chunhua Wang
Duke University
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Walter F Wiggins
Center for Advanced Magnetic Resonance Development (M.R.B.), Duke University
Co-authored papers 2
Verena Chung
Blavatnik Institute, Harvard Medical School
Co-authored papers 2
Benedikt Wiestler
Technical University
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Release 1.2