Man

Max Leonardo Chacón Pacheco

Profesor Titular

UNIVERSIDAD DE SANTIAGO DE CHILE

Santiago, Chile

Líneas de Investigación


Machine Learning; Inteligencia computacional; Pattern Recognition; Ingenieri­a Biomedica; Modelamiento Fisiologico.

Educación

  •  Ingeniero Civil Electricista, UNIVERSIDAD DE SANTIAGO DE CHILE. Chile
  •  Master Ingeniería Biomédica, Universidad Federal de Río de Janeiro. Brasil, 1989
  •  Ingeniería Biomédica, Universidad de Federal de Río de Janeiro. Brasil, 1996

Difusión y Transferencia


Investigador Responsable,“Evaluación de la Efectividad absoluta de Multiples Tecnologías Médicas”, Institución Financiadora: Dirección de Investigación Científica y Tecnológica de la U. de Santiago de Chile,Proyecto Nº069719CP, 1998 a 2001.

Investigador Responsable,“Utilización de Redes Neuronales Artificiales y Redes Bayesianas para evaluar tecnologías de salud”, Institución Financiadora: CONICYT Chile, Proyecto FONDECYT Nº 1990920, 1999 a 2001.

Investigador Responsable,Proyecto de Cooperacción Internacional FONDECYT Nº 7990028, asociado al proyecto regular“Utilización de Redes Neuronales Artificiales y Redes Bayesianas para evaluar tecnologías de salud”. CONICYT Chile, 2000 a 2002.

Investigador Responsable,“Utilización de Redes Neuronales y Árboles de Decisión para la Evaluación de Tecnologías de Salud”,Institución Financiadora: Dirección de Investigación Cientifica y Tecnológica de la U. de Santiago de Chile, Proyecto Nº 02-0219-01CHP, 2002 a 2003.

Investigador Responsable,“Modelamiento no Lineal Multivariado del Sistema de Autorregulación Sanguínea Cerebral en Humanos”, Institución Financiadora: CONICYT Chile,Proyecto FONDECYT Nº 1050082, 2005 a 2006.

Co-Investigador,Vehículos Aéreos Autónomos para Exploraciones Geofísicas y de Recursos Naturales” InstituciónFinanciadora: CONICYT Chile,Proyecto FONDEF D04i-1084, 2005 a 2008.

Proyecto de Cooperacción Internacional FONDECYT Nº 7060067, asociado al proyecto regular“Modelamiento no Lineal Multivariado del Sistema de Autorregulación Sanguínea Cerebral en Humanos”. CONICYT Chile, 2006.

Co-Investigador,“Programa de desarrollo de genotipos radiculares para vides cultivadas en zonas áridas de Chile mediante herramientas biotecnológicas. Primera Etapa”Institución Financiadota: CORFO Chile,Proyecto INNOVA-Chile 05CR11PAT-19,2006 a 2007.

Investigador Responsable, “Design of Measurement Indices and Phenomenological Models Adapted for Learning for Cerebral Blood flow Auto-regulation Systems in Human Beings”, InstituciónFinanciadora: CONICYT Chile, Proyecto FONDECYT Nº 1070070, 2007 a 2009.

Proyecto de CooperacciónInternacional FONDECYT Nº 7080040, asociado al proyecto regular“Desing of Measurement Indices and Phenomenological Models Adapted for Learning for Cerebral Blood flow Auto-regulation Systems in Human Beings”. CONICYT Chile, 2008.

Investigador Responsable, “Modelos no lineales basados en SVM para la obtención de índices de autorregulación y reactividad cerebro-vascular”, Institución Financiadora: DICYT, Universidad de Santiago de Chile, Proyecto DICYT Nº 061119CP, 2011 a 2013.

Investigador Responsable, “Estudio de la influencia de estímulos musicales con contenido emocional en el sistema de hemodinámica cerebral”, Institución Financiadora: DICYT, Universidad de Santiago de Chile, Proyecto DICYT Nº 061419CHP, 2014 a 2016.

Investigador Responsable, “Models of cerebral hemodynamics to detect Parkinson's Disease and Multiple System Atrophy”, Institución Financiadora: CONICYT Chile, Proyecto FONDECYT Nº 1181659, 2018 a 2020.


Premios y Distinciones

  •   Perkins Proze

    IPEM

    Reino Unido, 2012

    Jack Perkins joined the Royal Air Force in 1937. Following a period as a lecturer at the radio school at Cranwell, he served in India and Burma installing and maintaining communications equipment. On leaving the RAF, he secured a post as head of the electronics laboratory at the National Institute for Medical Research at Mill Hill, London. Jack attended the First International Conference on Medical Electronics in Paris in 1958. In the following years he was instrumental in establishing the Biological Engineering Society, and was a member of its first Council. With the untimely death of Alfred Nightingale in 1962, Jack took over the role of Honorary Secretary. He held this position until 1968, relinquishing it only to serve as President for the following two years. From 1963 to 1965, Jack also served as President of the International Federation for Medical Electronics and Biological Engineering. When the Biological Engineering Society launched Journal of Biomedical Engineering in 1979, Jack was invited to be the first editor. The journal was later renamed Medical Engineering and Physics. Sadly, Jack died in February 2000. To acknowledge the contribution Jack made to bioengineering, a prize is presented annually for the best paper published in Medical Engineering and Physics. The prize, up to £250, shall normally be made annually for the best scientific paper published in each volume of the Journal and awarded jointly to the editorial team. The team shall nominate one member to attend the Annual Scientific Meeting to receive the award. Those papers eligible for consideration for a prize will be determined by the Publisher based on scores received from the referees. Those manuscripts eligible for a prize will be sent to all members of the Editorial Board who will rank order in terms of quality of scientific content and interest. The Editor of the Board will be responsible for receiving the rank ordered lists and making recommendation of the prize winner to the Chair of Publications Committee. The Chair of Publications Committee will inform the Awards Committee of the decision. This shall be done in time for Council to ratify the decision, and the winner invited to attend the IPEM Medical Physics & Engineering Conference (MPEC) in September. The assessment process will begin once the make up of the final issue of the volume is known. The prize winner will have free attendance at the MPEC for one day, free attendance at the Annual Dinner and free accommodation for one night. The prize winner is responsible for their own travel costs to attend the Conference. Further information requests should be sent to Marie Goodall at the IPEM Office, York.


 

Article (41)

Retinal Ganglion Cells Functional Changes in a Mouse Model of Alzheimer's Disease Are Linked with Neurotransmitter Alterations
Copper Price Prediction Using Support Vector Regression Technique
Non-linear models for the detection of impaired cerebral blood flow autoregulation
Reproducibility of dynamic cerebral autoregulation parameters: A multi-centre, multi-method study
A New Strategy to Evaluate Technical Efficiency in Hospitals Using Homogeneous Groups of Casemix
Pattern recognition applied to seismic signals of Llaima volcano (Chile): An evaluation of station-dependent classifiers
Analysis of the influence of systemic and intracranial pressure in patients with severe head injury using linear and non-linear models
Dynaymic Estimation of Non Invasive Intracranial Pressure Using SVM with External Recurrences
A New Model-Free Index of Dynamic Cerebral Blood Flow Autoregulation
Comparison of Autoregulatory index o spontaneous variations with linear Support Vector Machine
Feature analysis for the classification of volcanic seismic events using support vector machines
Pattern recognition applied to seismic signals of the Llaima volcano (Chile)=> An analysis of the events' features
The effect of different body positions on the assessment of dynamic cerebral autoregulation
An ecological approach to anormaly detection=> the EIA model
Laparoscopic Treatment of Obese Patients with Gastroesophageal Reflux Disease and Barrett's Esophagus: a Prospective Study
Empirical evaluation of three machine learning method for automatic classification of neoplastic diagnoses
Gray BoxModel with an SVM to Represent the Influence odf PaCO2 on the Cerebral Blood Flow Autorregulation
Non-linear multivariate modeling of cerebral hemodynamics with autoregressive Support Vector Machines
Comparison of Artificial Neural Networks and Support Vector Machines for Feature Selection in Electrogastrography Signal Processing
Non-invasive Intracranial Pressure Estimation Using Support Vector Machine
Classification of seismic signals at Villarrica volcano (Chile) using neural networks and genetic algorithms
Classification of seismic signals at Villarrica volcano (Chile) using neural networks and genetic algorithms
Detection of patients with functional dyspepsia using wavelet transform applied to their electrogastrogram
AlterORF: a database of alternate open reading frames
AlterORF=> a database of alternate open reading frames
Unconstrained parameter estimation for assessment of dynamic cerebral autoregulation
Support vector machine with external recurrences for modeling dynamic cerebral autoregulation
Support vector machine with external recurrences for modeling dynamic cerebral autoregulation
A simple feature reduction method for the detection of long biological signals
Automated testing of aluminum castings using classifier fusion strategies
Neural grey box model for power estimation in semiautogenous mill
Nonlinear modeling of dynamic cerebral autoregulation using recurrent neural networks
Nonlinear modeling of dynamic cerebral autoregulation using recurrent neural networks
Causal networks for modeling health technology utilization in Intensive Care Units
Causal networks for modeling health technology utilization in Intensive Care Units
NEURAL NETWORK METHOD FOR FAILURE DETECTION WITH SKEWED CLASS DISTRIBUTION
NEURAL NETWORK METHOD FOR FAILURE DETECTION WITH SKEWED CLASS DISTRIBUTION
Neural network modelling of dynamic cerebral autoregulation: assessment and comparison with established methods
Patients classification by risk using cluster analysis and genetic algorithms
Patients classification by risk using cluster analysis and genetic algorithms
Prediction of the length of stay in Intensive Care Units using artificial neural networks

Abstract (2)

Comparison of autoregulatory indexes on spontaneous variations with linear support vector machines
The effect of different body positions on the assessment of dynamic cerebral autoregulation

ConferencePaper (11)

Analysis of the Influence of Systemic and Intracranial Pressure in Patients with Severe Head Injury Using Linear and Non-linear Models
Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines
An ecological approach to anomaly detection: The EIA model
Gray Box Model with an SVM to Represent the Influence of PaCO2 on the Cerebral Blood Flow Autoregulation
A vector model for routing queries in web search engines
Comparison of Artificial Neural Networks an Support Vector Machines for Feature Selection in Electrogastrography Signal Processing
COMPARISON BETWEEN SVM AND ANN FOR MODELING THE CEREBRAL AUTOREGULATION BLOOD FLOW SYSTEM
Direct procurement of an autoregulation index of the cerebral blood flow for pressure-induced changes
Detection of gene expressions in microarrays by applying iteratively elastic neural net
Modification of the growing neural gas algorithm for cluster analysis
An efficient genetic algorithm to solve the manufacturing cell formation problem

Proyecto (6)

DESIGN OF MEASUREMENT INDICES AND PHENOMENOLOGICAL MODELS ADAPTED FOR LEARNING FOR CEREBRAL BLOOD FLOW AUTOREGULATION SYSTEMS IN HUMAN BEINGS
DESIGN OF MEASUREMENT INDICES AND PHENOMENOLOGICAL MODELS ADAPTED FOR LEARNING FOR CEREBRAL BLOOD FLOW AUTOREGULATION SYSTEMS IN HUMAN BEINGS
MODELAMIENTO NO LINEAL MULTIVARIADO DEL SISTEMA DE AUTORREGULACION SANGUINEA CEREBRAL EN HUMANOS
MODELAMIENTO NO LINEAL MULTIVARIADO DEL SISTEMA DE AUTORREGULACION SANGUINEA CEREBRAL EN HUMANOS
UTILIZACION DE REDES NEURONALES ARTIFICIALES Y REDES BAYESIANAS PAA EVALUAR TECNOLOGIAS DE SALUD
UTILIZACION DE REDES NEURONALES ARTIFICIALES Y REDES BAYESIANAS PARA EVALUAR TECNOLOGIAS DE SALUD
32
Max Chacón

Profesor Titular

Ingeniería Informática

UNIVERSIDAD DE SANTIAGO DE CHILE

Santiago, Chile

11
Gonzalo Acuña

Profesor Titular

Ingenieria Informatica

Universidad de Santiago de Chile

Santiago, Chile

6
José Jara

Académico

Departamento de Ingeniería Informática

Universidad de Santiago de Chile

Santiago, Chile

5
Millaray Curilem

Académica

Ingeniería Eléctrica

Universidad de La Frontera

Temuco, Chile

2
Fernando Huenupan

Academico

Ingeniería Electrica

Universidad de La Frontera

Temuco, Chile

2
Marcelo Mendoza

Académico

Ciencias de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

2
Mauricio Marin

professor

Informatics Engineering

University of Santiago

Santiago, Chile

1
Felipe Bello

Profesor Asistente

Departamento de Ingenierías Multidisciplinares

Universidad de Santiago de Chile

Santiago, Chile

1
Pedro Pinacho

Académico

DIICC

Facultad de Ingeniería/Universidad de Concepción

Concepción, Chile

1
David Holmes

Head, Laboratory of Bioinformatics and Genome Biology

Center for Bioinformatics and Genome Biology

FUNDACION CIENCIA & VIDA

Santiago, Chile

1
Raúl Carrasco

Profesor Hora

Ingeniería Industrial

Universidad de Santiago de Chile

Santiago, Chile

1
Néstor Becerra

Full Professor

Electrical engineering

Universidad de Chile

Santiago, Chile

1
Mauricio Solar

Full time professor

Informatic

Universidad Técnica Federico Santa María

Santiago, Chile

1
Héctor Allende

Professor

Computer Science

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA

Valparaíso, Chile

1
Adrian Palacios

Profesor

Instituto de Neurosciencia

UNIVERSIDAD DE VALPARAISO

Valparaiso, Chile

1
DOMINGO MERY

Profesor Titular

Computación

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Inti Pedroso

Profesor Asistente

Facultad de Ciencias

Universidad Mayor

Santiago, Chile

1
Jorge Vergara

Profesor asistente

Informática y Computación

Universidad Tecnológica Metropolitana

Santiago, Chile

1
Joaquìn Araya

Profesor Asistente

Facultad de Salud

Universidad Santo Tomás

Santiago, Chile

1
Carlos Cardona

Sismólogo

Red Nacional de Vigilancia Volcánica

Servicio Nacional de Geología y Minería

Temuco, Colombia

1
Claudia Duran-Aniotz

Profesor Asociado

Escuela de Psicología

Universidad Adolfo Ibánez

Santiago, Chile