Man

Carlos Alberto Sing-Long Collao

Assistant Professor

Pontificia Universidad Católica de Chile

Santiago, Chile

Líneas de Investigación


Signal Reconstruction; Applied Harmonic Analysis; Numerical Optimization; Statistical Learning; Inverse Problems

Educación

  •  Ph.D. in Computational and Mathematical Engineering, STANFORD UNIVERSITY. Estados Unidos, 2016
  •  M.S. in Computational and Mathematical Engineering, STANFORD UNIVERSITY. Estados Unidos, 2016
  •  Licenciatura en Física, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008
  •  Licenciatura en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2007
  •  Ingénieur diplômé de l'Ecole Polytechnique, ÉCOLE POLYTECHNIQUE. Francia, 2007
  •  Ingeniero Civil Electricista, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008
  •  Diplôme de l'Ecole Polytechnique, ÉCOLE POLYTECHNIQUE. Francia, 2009

Experiencia Académica

  •   Assistant Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Instituto de Ingeniería Matemática y Computacional

    Santiago, Chile

    2016 - A la fecha

  •   Assistant Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Instituto de Ingeniería Biológica y Médica

    Santiago, Chile

    2016 - A la fecha

Experiencia Profesional

  •   Research Assistant Other

    Pontificia Universidad Católica de Chile

    Santiago, Chile

    2008 - 2010

  •   Assistant Professor Full Time

    Pontificia Universidad Católica de Chile

    Santiago, Chile

    2016 - A la fecha


 

Article (23)

An analysis of reconstruction noise from undersampled 4D flow MRI
Characterization of hepatic fatty acids using magnetic resonance spectroscopy for the assessment of treatment response to metformin in an eNOS(-/-) mouse model of metabolic nonalcoholic fatty liver disease/nonalcoholic steatohepatitis
An Optimal Algorithm for Strict Circular Seriation
Level set segmentation with shape prior knowledge using intrinsic rotation, translation and scaling alignment
Towards real-time fire data synthesis using numerical simulations
Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T-1, T-2, T-2*, and fat fraction mapping
Rapid data-driven model reduction of nonlinear dynamical systems including chemical reaction networks using l(1)-regularization
Compressed Hadamard microscopy for high-speed optically sectioned neuronal activity recordings
Extensions of Real Atomic Gauges for Complex Signal Recovery
Intrahepatic fatty acids composition as a biomarker of NAFLD progression from steatosis to NASH by using H-1-MRS
Noise estimation for the velocity in MRI phase-contrast
Transferable Kinetic Monte Carlo Models with Thousands of Reactions Learned from Molecular Dynamics Simulations
Three-dimensional axial and circumferential WSS from 4d flow MRI data using a finite-element method and a Laplacian approach
Learning reduced kinetic Monte Carlo models from complex chemistry from molecular dynamics
Simultaneous left and right ventricle segmentation using topology preserving level sets
L1 regularization-based model reduction of complex chemistry molecular dynamics for statistical learning of kinetic Monte Carlo models
A single-photon sampling architecture for solid-state imaging sensors
Unbiased risk estimates for singular value thresholding and spectral estimators
Application of the fractional Fourier transform to image reconstruction in MRI
The fractional Fourier transform and quadratic field magnetic resonance imaging
TRIO: A Technique for Reconstruction Using Intensity Order
A nonlinear ordinary differential equation associated with the quantum sojourn time
Reduction of the acquisition time in magnetic resonance imaging using compressed sensing Reducción de los tiempos de adquisición de imágenes por resonancia magnética utilizando técnicas de compressed sensing

Proyecto (6)

Millennium Nucleus Center for the Discovery of Structures in Complex Data, Midas
RADIOLOGÍA CUANTITATIVA=> REPORTES CUANTITATIVOS DE GRASA ABDOMINAL TOTAL
USE OF DOMAIN INFORMATION ON IMAGE RECONSTRUCTION PROCEDURES WITH APPLICATIONS TO UNDERSAMPLED MAGNETIC RESONANCE IMAGING
EVALUATION AND IMPROVEMENT OF THE GEOMETRIC ACCURACY OF RAPID PROTOTYPING
ACQUISITION OF MEDICAL IMAGES DRIVEN BY VISUAL PERCEPTION PARAMETERS
INTEGRACION DE SEGMENTACION Y REGISTRO DE IMAGENES DE RESONANCIA MAGNETICA MEDIANTE EL USO DE CONTORNOS ACTIVOS.
12
Carlos Sing-Long

Assistant Professor

Instituto de Ingeniería Matemática y Computacional

Pontificia Universidad Católica de Chile

Santiago, Chile

4
Sergio Uribe

Associated professor

Radiology

PONTIFICIA UNIVERSIDAD CATÓLICA

Santiago, Chile

3
Marcelo Andia

Associate Professor

Radiology

Pontificia Universidad Catolica de Chile

Santiago, Chile

3
Cristóbal Arrieta

Associate Professor

Faculty of Engineering

Universidad Alberto Hurtado

Santiago, Chile

2
Pablo Irarrazaval

Professor

Electrical Engineering

Pontificia Universidad Católica de Chile

Santiago, Chile

2
Aline Carvalho da Silva

Assistant Professor

Universidad de Santiago de Chile

Región metropolitana, Chile

2
Cristian Tejos

Professor

Department of Electrical Engineering

Pontificia Universidad Catolica de Chile

Santiago, Chile

1
Wolfram Jahn

Profesor Asociado

Departamento de Ingeniería Mecánica y Metalúrgica

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Daniel Cabrera

Investigador Adjunto

Gastroenterología

Pontificia Universidad Catolica de Chile

santiago, Chile

1
Joaquín Mura

Profesor

Ingeniería Mecánica

Universidad Técnica Federico Santa María

Santiago, Chile

1
Flavia Zacconi

Associate Professor

Organic Chemistry

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Ali Dehghanfirouzabadi

Profesor asociado

Departamento de Electricidad

Universidad Tecnológica Metropolitana (UTEM)

SANTIAGO, Chile

1
Claudia Prieto

Associate Professor

Electrical Engineering

Pontificia Universidad Catolica de Chile

Santiago, Chile

1
MARCO ARRESE

FULL PROFESSOR

GASTROENTEROLOGY

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

1
Cristóbal Guzmán

Assistant Professor

Mathematical Engineering

Pontificia Universidad Católica de Chile

Santiago, Chile