Juan Carlos Prieto

Orcid: 0000-0002-3778-9098

Affiliations:
  • University of North Carolina, Chapel Hill, NC, USA


According to our database1, Juan Carlos Prieto authored at least 51 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling Challenge.
CoRR, 2023

Dmriprep: open-source diffusion MRI quality control framework with graphical user interface.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

SlicerSALT: From Medical Images to Quantitative Insights of Anatomy.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

IcoConv: Explainable Brain Cortical Surface Analysis for ASD Classification.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

SimNorth: A Novel Contrastive Learning Approach for Clustering Prenatal Ultrasound Images.
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

AReg IOS: Automatic Registration on IntraOralScans.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Dentalmodelseg: Fully Automated Segmentation of Upper and Lower 3D Intra-Oral Surfaces.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Automated Orientation and Registration of Cone-Beam Computed Tomography Scans.
Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022
Multi-view Attention for gestational age at birth prediction.
CoRR, 2022


CONTINUITY: CONnectivity Tool with INtegration of sUbcortical regions, regIstration and visualization of TractographY.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Local extraction of extra-axial CSF from structural MRI.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

2021
Knowledge-Based Approach to Detect Potentially Risky Websites.
IEEE Access, 2021

An automated framework for image classification and segmentation of fetal ultrasound images for gestational age estimation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021


Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Feature Selection for Privileged Modalities in Disease Classification.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021



Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021



TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis.
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

2020
Multi-modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020


Automatic measurement of extra-axial CSF from infant MRI data.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

3D Auto-Segmentation of Mandibular Condyles.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
White matter connectomes at birth accurately predict cognitive abilities at age 2.
NeuroImage, 2019

Semi-supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Multiseg pipeline: automatic tissue segmentation of brain MR images with subject-specific atlases.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Conformal initialization for shape analysis applications in SlicerSALT.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
Skeletal Shape Correspondence Through Entropy.
IEEE Trans. Medical Imaging, 2018

A unified knowledge compiler to provide support the scientific community.
Knowl. Based Syst., 2018

A web-based system for neural network based classification in temporomandibular joint osteoarthritis.
Comput. Medical Imaging Graph., 2018

TRAFIC: fiber tract classification using deep learning.
Proceedings of the Medical Imaging 2018: Image Processing, 2018


SVA: shape variation analyzer.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017
Large deep neural networks for MS lesion segmentation.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

White matter fiber-based analysis of T1w/T2w ratio map.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

CIVILITY: cloud based interactive visualization of tractography brain connectome.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Federating heterogeneous datasets to enhance data sharing and experiment reproducibility.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Diagnostic index: an open-source tool to classify TMJ OA condyles.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

FADTTSter: accelerating hypothesis testing with functional analysis of diffusion tensor tract statistics.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

2016
Entropy-based correspondence improvement of interpolated skeletal models.
Comput. Vis. Image Underst., 2016

Autotract: automatic cleaning and tracking of fibers.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015
Skeletal shape correspondence via entropy minimization.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal., 2014

2012
3D Texture Synthesis for Modeling Realistic Organic Tissues.
Proceedings of the VISAPP 2012, 2012

Segmentation of the pulmonary vascular tree.
Proceedings of the 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI), 2012


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