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Author Details
Full Name
Guillermo Sapiro
Affiliation
Duke University
ORCID
Career Start Year
1969
Papers
138
H Index
39
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36257133
Motion robust magnetic resonance imaging via efficient Fourier aggregation.
Med Image Anal
2023
37266390
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder.
IEEE Trans Affect Comput
2023
35099684
Computational and image processing methods for analysis and automation of anatomical alignment and joint spacing in reconstructive surgery.
Int J Comput Assist Radiol Surg
2022
36339795
Detection of Oculomotor Dysmetria From Mobile Phone Video of the Horizontal Saccades Task Using Signal Processing and Machine Learning Approaches.
IEEE Access
2022
32924332
Digital Behavioral Phenotyping Detects Atypical Pattern of Facial Expression in Toddlers with Autism.
Autism Res
2021
35401938
Computer Vision Analysis for Quantification of Autism Risk Behaviors.
IEEE Trans Affect Comput
2021
35450132
A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and its Application in Autism Spectrum Disorder.
IEEE Trans Affect Comput
2021
33738898
Deep-learning based fully automatic segmentation of the globus pallidus interna and externa using ultra-high 7 Tesla MRI.
Hum Brain Mapp
2021
33900383
Computational Methods to Measure Patterns of Gaze in Toddlers With Autism Spectrum Disorder.
JAMA Pediatr
2021
33641216
A scalable computational approach to assessing response to name in toddlers with autism.
J Child Psychol Psychiatry
2021
33290220
Rethinking Shape From Shading for Spoofing Detection.
IEEE Trans Image Process
2021
32511545
Interpretable Artificial Intelligence for COVID-19 Diagnosis from Chest CT Reveals Specificity of Ground-Glass Opacities.
medRxiv
2020
33644764
Minimax Pareto Fairness: A Multi Objective Perspective.
Proc Mach Learn Res
2020
32024855
Relative Average Look Duration and its Association with Neurophysiological Activity in Young Children with Autism Spectrum Disorder.
Sci Rep
2020
33122811
Accurate detection of cerebellar smooth pursuit eye movement abnormalities via mobile phone video and machine learning.
Sci Rep
2020
32995751
Attention-Based Network for Weak Labels in Neonatal Seizure Detection.
Proc Mach Learn Res
2020
33018190
Combining multiple contrasts for improving machine learning-based classification of cervical cancers with a low-cost point-of-care Pocket colposcope.
Annu Int Conf IEEE Eng Med Biol Soc
2020
32616759
Measuring robustness of brain networks in autism spectrum disorder with Ricci curvature.
Sci Rep
2020
32305901
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method.
IEEE Trans Pattern Anal Mach Intell
2020
32212384
A Six-Minute Measure of Vocalizations in Toddlers with Autism Spectrum Disorder.
Autism Res
2020
32466674
Impact of a digital Modified Checklist for Autism in Toddlers-Revised on likelihood and age of autism diagnosis and referral for developmental evaluation.
Autism
2020
29595333
Computer vision analysis captures atypical attention in toddlers with autism.
Autism
2019
37786644
Computer vision and behavioral phenotyping: an autism case study.
Curr Opin Biomed Eng
2019
31920509
Explainable Artificial Intelligence for Neuroscience: Behavioral Neurostimulation.
Front Neurosci
2019
29800386
Microelectrode Recordings Validate the Clinical Visualization of Subthalamic-Nucleus Based on 7T Magnetic Resonance Imaging and Machine Learning for Deep Brain Stimulation Surgery.
Neurosurgery
2019
31554841
Multifaceted Changes in Synaptic Composition and Astrocytic Involvement in a Mouse Model of Fragile X Syndrome.
Sci Rep
2019
30715131
Potential for Digital Behavioral Measurement Tools to Transform the Detection and Diagnosis of Autism Spectrum Disorder.
JAMA Pediatr
2019
30379376
Automatic localization of the subthalamic nucleus on patient-specific clinical MRI by incorporating 7 T MRI and machine learning: Application in deep brain stimulation.
Hum Brain Mapp
2019
28669918
Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning.
Neuroimage
2018
30133472
Patient-specific anatomical model for deep brain stimulation based on 7 Tesla MRI.
PLoS One
2018
30065633
A Computational Synaptic Antibody Characterization Tool for Array Tomography.
Front Neuroanat
2018
31304303
Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study.
NPJ Digit Med
2018
30451886
Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder.
Sci Rep
2018
29754826
Atomic Resolution Cryo-EM Structure of β-Galactosidase.
Structure
2018
29718955
Active learning of cortical connectivity from two-photon imaging data.
PLoS One
2018
29374138
A Shared Vision for Machine Learning in Neuroscience.
J Neurosci
2018
29558526
Motivational valence alters memory formation without altering exploration of a real-life spatial environment.
PLoS One
2018
29104968
A Sparse Bayesian Learning Algorithm for White Matter Parameter Estimation from Compressed Multi-shell Diffusion MRI.
Med Image Comput Comput Assist Interv
2017
28414801
Probabilistic fluorescence-based synapse detection.
PLoS Comput Biol
2017
28161199
Use of a Digital Modified Checklist for Autism in Toddlers - Revised with Follow-up to Improve Quality of Screening for Autism.
J Pediatr
2017
28441410
Creating and parameterizing patient-specific deep brain stimulation pathway-activation models using the hyperdirect pathway as an example.
PLoS One
2017
26731635
Dissimilarity-Based Sparse Subset Selection.
IEEE Trans Pattern Anal Mach Intell
2016
26656578
Graph Matching: Relax at Your Own Risk.
IEEE Trans Pattern Anal Mach Intell
2016
28018709
Segmentation guided registration of wide field-of-view retinal optical coherence tomography volumes.
Biomed Opt Express
2016
27880812
Quantifying Risk for Anxiety Disorders in Preschool Children: A Machine Learning Approach.
PLoS One
2016
25361508
Compressive sensing by learning a Gaussian mixture model from measurements.
IEEE Trans Image Process
2015
28845484
Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI.
Med Image Comput Comput Assist Interv
2015
26353129
Learning Efficient Sparse and Low Rank Models.
IEEE Trans Pattern Anal Mach Intell
2015
26068313
Removing Camera Shake via Weighted Fourier Burst Accumulation.
IEEE Trans Image Process
2015
24338816
Estimation of the CSA-ODF using Bayesian compressed sensing of multi-shell HARDI.
Magn Reson Med
2014
1 - 50 of 138
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Stanford University
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Brigham and Women's Hospital
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Co-authored papers
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University of Oxford
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