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Jesus Cortes

Brain Connectivity & Machine Learning
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Jesus Cortes

Brain Connectivity & Machine Learning
  • Search
  • Home
  • Biosketch
  • Latest News
  • Talks
  • Publications
    • JCR Articles
    • non JCRs
    • Abstracts
  • Docencia

2019, Brain Networks as Biomarkers in neurodegenerative diseases: Fundaments and Examples. II Jornadas de Neurologa. La Guardia, Spain. Sponsored by Alter Medica

Talks

Brain Networks as Biomarkers in Neurodegenerative Diseases

Published May 19, 2019

I was the Local Chair of the Annual Meeting of the COSTNET Action. More information at https://costnetbilbao.wordpress.com/ 110 researchers on network science attended from 24 different countries. A success event that is summarized in the following video The book of abstracts can be downloaded here This has been possible thanks to a wonderful of team of local colleagues and friends, mainly, Diego Rivera (Public University of Navarre), Borja Camino Pontes […]

Latest News

COSTNET BILBAO 2019

Published May 19, 2019

In collaboration with Luca Gerardo – Giorda (BCAM, Bilbao) and Sebastiano Stramaglia (Univ of Bari), we are organized the 2019 Quantitative Biomedicine Workshop. The poster conference [pdf] The book of abstracts [pdf]

Latest News

5th Quantitative Biomedicine Workshop (2019)

Published May 19, 2019

2019, Introduction to functional connectivity to study the pathological brain. MSc Neuroscience. University of the Basque Country, Spain

Talks

Introduction to functional connectivity to study the pathological brain

Published March 5, 2019

2019, Introdution to Computational Neuroimaging. MSc in Neuroscience. University of the Basque Country, Spain

Talks

Introdution to Computational Neuroimaging

Published March 5, 2019

Jesus M. Cortes, Paolo Bonifazi, Iñaki Escudero, Beatriz Mateos, Miguel Angel Muñoz, Sebastiano Stramaglia, Jesus M. Cortes, Borja Camino-Pontes, Antonio Jimenez-Marin, Javier Rasero, Asier Erramuzpe, Stephan Swinnen, Iñigo Gabilondo, Matthieu P. Boisgontier, Lisa Pauwels, Laiene Olabarrieta-Landa, Manuel Fernandez Martinez, Juan Carlos Arango Lasprilla, David Drijkoningen, Daniele Marinazzo, Jolien Gooijers, Ibai Diez. Brain Hierarchical Atlas: Multi-Scale versus Optimal Strategies in the Pathological Brain. OHBM 2019 – Organization for Human Brain Mapping […]

Abstracts Publications

Brain Hierarchical Atlas: Multi-Scale versus Optimal Strategies in the Pathological Brain

Published March 5, 2019

Borja Camino-Pontes, Ibai Diez, Antonio Jimenez-Marin, Javier Rasero, Asier Erramuzpe, Paolo Bonifazi, Sebastiano Stramaglia, Stephan Swinnen, Jesus M. Cortes. Interaction Information Along Lifespan Reveals a Redundant Role of the Default Mode Network. OHBM 2019 – Organization for Human Brain Mapping [pdf] Introduction: In this work recenty published (Camino-Pontes et al 2018), we show that the use of interaction information (II) can detect redundant or synergetic interactions in dynamical networks. De […]

Abstracts Publications

Interaction Information Along Lifespan Reveals a Redundant Role of the Default Mode Network

Published March 5, 2019

Antonio Jimenez-Marin, Diego Rivera, Victoria Boado, Ibai Diez, Fermin Labayen, Irati Garrido, Daniela Ramos-Usuga, Javier Rasero, Alberto Cabrera-Zubizarreta, Iñigo Gabilondo, Sebastiano Stramaglia, Juan Carlos Arango Lasprilla, Jesus M. Cortes. Resting State Analysis in Multiorgan Failure Reveals Default Mode Network hyperconnectivity. OHBM 2019 – Organization for Human Brain Mapping [pdf] Introduction: Multiorgan Failure (MF) is a life-threating and potentially reversible condition that can affect patients admitted to Intensive Care Units (ICUs). […]

Abstracts Publications

Resting State Analysis in Multiorgan Failure Reveals Default Mode Network hyperconnectivity

Published March 5, 2019

Paolo Bonifazi, Asier Erramuzpe, Ibai Diez, Iñigo Gabilondo, Matthieu P. Boisgontier, Lisa Pauwels, Sebastiano Stramaglia, Stephan Swinnen, Borja Camino-Pontes, Antonio Jimenez-Marin, Jesus M. Cortes. Structure-function multi-scale connectomics is an accurate predictor of brain aging. OHBM 2019 – Organization for Human Brain Mapping [pdf] Introduction: Aging is a dynamical process that encompasses a systemic time-dependent decline on multiple scales from biological to psychological and social levels. Interestingly, individuals with the same […]

Abstracts Publications

Structure-function multi-scale connectomics is an accurate predictor of brain aging

Published March 5, 2019

Sebastaino Stramaglia, Javier Rasero, Jesus M. Cortes, Daniele Marinazzo, Ibai Diez. Connectome sorting by Consensus Clustering increases separability in group neuroimaging studies. OHBM 2019 – Organization for Human Brain Mapping [pdf] Introduction: A fundamental challenge in preprocessing pipelines for neuroimaging datasets is to increase the signal-to-noise ratio for subsequent analyses. This can be achieved for example by getting more compact groups before performing any statistical comparison. In this regard, the […]

Abstracts Publications

Connectome sorting by Consensus Clustering increases separability in group neuroimaging studies

Published March 5, 2019

Javier Rasero, Hannelore Aerts, Marlis Ontivero Ortega, Jesus M. Cortes, Sebastiano Stramaglia, Daniele Marinazzo. Functional Network prediction from region connectivity profiles and application to brain tumor data. OHBM 2019 – Organization for Human Brain Mapping [pdf] Introduction: Intrinsic Connectivity Networks (ICNs), patterns of correlated activity emerging from “resting- state” BOLD time series, are increasingly being associated with cognitive, clinical, and behavioral aspects, and compared with the pattern of activity elicited […]

Abstracts Publications

Functional Network prediction from region connectivity profiles and application to brain tumor data

Published March 5, 2019

Jose I. Lopez, Rafael Pulido, Jesus M. Cortes , Javier C. Angulo, and Charles H. Lawrie. Potential impact of PD-L1 (SP-142) immunohistochemical heterogeneity in clear cell renal cell carcinoma immunotherapy.  Pathol Res Pract 214:1110-1114, 2018 [pdf] Abstract Intratumor heterogeneity (ITH) detection remains a challenge in modern oncology because it can have a direct impact on the success of new therapies. Anti-PD-1/PD-L1 immunotherapy is an emerging treatment modality that is showing great promise for […]

JCR Articles Publications

Potential impact of PD- L1 (SP-142) immunohistochemical heterogeneity in clear cell renal cell …

Published December 26, 2018

Together with other NeuroLagun colleagues, we have organised the second session of a divulgation seminar composed by several short-talks about ageing. Four different talks, Most prevalent neurodegenerative diseases in ageing (Iñigo Gabilondo), Treatment and care in the Basque Country (Juan Carlos Gomez), Rehabilitation (Juan Carlos Arango), Attention to the caregiver (Laiene Olabarrieta) The seminar is Tuesday Dec 18 2018, at 7.00pm in Nestor Basterretxea Aretoa

Latest News

II Jornadas sobre envejecimiento en Bermeo

Published December 13, 2018

2018, A brain hierarchical atlas to study the pathological brain. Andalusian Institute for Data Science and Computational Intelligence. Granada, Spain

Talks

A brain hierarchical atlas to study the pathological brain

Published November 24, 2018

Javier Rasero, Ibai Diez, Jesus M Cortes, Daniele Marinazzo and Sebastiano Stramaglia. Connectome sorting by Consensus Clustering increases separability in group neuroimaging studies. Network Neuroscience , 3: 325–343, 2018 [pdf] Abstract A fundamental challenge in preprocessing pipelines for neuroimaging datasets is to increase the signal-to-noise ratio for subsequent analyses. In the same line, we suggest here that the application of the consensus clustering approach to brain connectivity matrices can be […]

JCR Articles Publications

Connectome sorting by Consensus Clustering increases separability in group neuroimaging studies

Published November 21, 2018

Javier Rasero, Hannelore Aerts, Marlis Ontivero Ortega, Jesus M. Cortes, Sebastiano Stramaglia , Daniele Marinazzo. Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data PLoS One, 13: e0207385, 2018 [pdf] Abstract Intrinsic Connectivity Networks, patterns of correlated activity emerging from “resting-state” BOLD time series, are increasingly being associated with cognitive, clinical, and behavioral aspects, and compared with patterns of activity elicited by specific tasks. We study […]

JCR Articles Publications

Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data

Published November 21, 2018

2018, Brain networks as a predictor of aging along lifespan. Institute Carlos I for Theoretical and Computational Physics. Granada, Spain

Talks

Brain networks as a predictor of aging along lifespan

Published November 1, 2018

Iñigo Gabilondo, Verónica Llorens, Trinidad Rodriguez, Manuel Fernández, Tomas Pérez Concha, Marian Acera, Beatriz Tijero, Ane Murueta-Goyena, Rocío del Pino, Jesús Cortés, Juan Carlos Gómez-Esteban. Myocardial MIBG scintigraphy in genetic Parkinson’s disease as a model for Lewy body disorders. European Journal of Nuclear Medicine and Molecular Imaging, 46:376-384, 2019 [pdf] Purpose. To identify myocardial sympathetic denervation patterns suggestive of Lewy body (LB) pathology in patients with genetic and idiopathic parkinsonisms […]

JCR Articles Publications

Myocardial MIBG scintigraphy in genetic Parkinson’s disease as a model for Lewy body …

Published October 21, 2018

2018, Brain networks as a predictor of aging along lifespan. COSTNET18 conference. Warsaw, Poland. September 26-28, 2018

Talks

Brain networks as a predictor of aging along lifespan

Published September 28, 2018

Borja Camino-Pontes, Ibai Diez, Antonio Jimenez-Marin, Javier Rasero, Asier Erramuzpe, Paolo Bonifazi, Sebastiano Stramaglia, Stephan Swinnen and Jesus M. Cortes. Interaction Information Along Lifespan of the Resting Brain Dynamics Reveals a Major Redundant Role of the Default Mode Network. Entropy 20: 742, 2018 [pdf] Abstract Interaction Information (II) generalizes the univariate Shannon entropy to triplets of variables, allowing the detection of redundant (R) or synergetic (S) interactions in dynamical networks. […]

JCR Articles Publications

Interaction Information Along Lifespan of the Resting Brain Dynamics Reveals a Major Redundant …

Published September 28, 2018

Olaia Aurtenetxe, Laura Zaldumbide, Asier erramuzpe, Ricardo Lpez, Jos I Lopez, Jess M Cortes, Rafael Pulido* and Caroline E Nunes-Xavier*. (*Equal last-author contribution). DUSP5 expression associates with poor prognosis in human neuroblastoma. Experimental and Molecular Pathology, 105:272-278, 2018 [pdf] Abstract Regulation of growth and differentiation of neuroblastoma (NB) cells is the rational of some maintenance therapies for high-risk NB. MAP kinase phosphatases (MKPs) are potential physiologic regulators of neuronal differentiation […]

JCR Articles Publications

DUSP5 expression associates with poor prognosis in human neuroblastoma

Published September 3, 2018

Desconexión y reconfiguración de redes del cerebro tras traumatismo craneoencefálico. 12° Congreso de Investigación de Neurociencias Aplicadas de la Universidad Nacional Autónoma de Honduras (UNAH).

Talks

Desconexión y reconfiguración de redes del cerebro tras traumatismo cráneoencefálico

Published August 13, 2018

Paolo Bonifazi, Asier Erramuzpe, Ibai Diez, Iñigo Gabilondo, Matthieu P. Boisgontier, Lisa Pauwels, Sebastiano Stramaglia, Stephan P. Swinnen and Jesus M. Cortes. Structure–function multi-scale connectomics reveals a major role of the fronto-striato-thalamic circuit in brain aging. Human Brain Mapping, 39: 4663–4677, 2018 [pdf] Abstract Physiological aging affects brain structure and function impacting morphology, connectivity, and performance. However, whether some brain connectivity metrics might reflect the age of an individual is […]

JCR Articles Publications

Structure–function multi-scale connectomics reveals a major role of the fronto-striato-thalamic circuit in brain …

Published July 16, 2018

Together with other NeuroLagun colleagues, we have organised the first session of a divulgation seminar composed by several short-talks about ageing. Four different talks, Neurogenesis (Juan Manuel Encinas), Imaging (Jesus M Cortes), Cognition (Laiene Olabarrieta) and Physical Activity as protected therapy (Gontzal Grandes). The seminar is Thursday June 14 2018, at 7.00pm in Nestor Basterretxea Aretoa.

Latest News

I Jornadas sobre envejecimiento en Bermeo

Published June 7, 2018

In only 5 years after lab creation, we have got the accreditation of Consolidated of Excellence, according to indications of the National Institute of Health. This has been possible to all wonderful and talented researchers who have worked in the Computational Neuroimaging Laboratory at Biocruces. We are the only group formed by quantitative scientists (physicists and engineers) who has got this prestigious recognition, normally given to Clinical groups.

Latest News

CRUCES ESIko ESKERTZE 2018

Published June 6, 2018

On May 7th, 2018 Asier Erramuzpe defended his Thesis titled “Development of new methods for brain connectivity biomarkers in epilepsy and other pathological conditions”. He got ”Cum Laude por Unaminidad”. Zorionak!!

Latest News

PhD Thesis defense by Asier Erramuzpe

Published June 6, 2018

2018, Brain connectivity for quantification of emergence, dysfunction and reorganization of the pathological brain. Seminars organized by the Neurodegenerative Diseases Group at Biocruces. Barakaldo, Spain

Talks

Brain connectivity for quantification of emergence, dysfunction and reorganization of the pathological brain.

Published June 6, 2018

2018, Neuroimaging in Brain Injury. II Congreso Iberoamericano. Almeria, Spain

Talks

Neuroimaging in Brain Injury

Published June 6, 2018

2018, Data Science for Modern Pathology. SEAP-IAP Destapa. Madrid, Spain

Talks

Data Science for Modern Pathology

Published June 6, 2018

2018, La neuroimagen computacional. Una recreación funcional de la neuroanatomia. Ciclo de conferencias FME 50 Urte. Leioa, Spain

Talks

La neuroimagen computacional. Una recreacion funcional de la neuroanatomia

Published February 26, 2018

[spanish]

Jesus Cortes, Data Scientist:

  • More than 20 years experience - In research, working in data science, including modeling, analyses, and image processing, see my ORCID profile at https://orcid.org/0000-0002-9059-8194
  • High interdisciplinary experience - Combining physics, neuroscience, neuroimaging, data science, engineering, and medicine.
  • Getting funding - In competitive calls and working with the industry, achieving funding for more than 9,14 Millions Euros.
  • Science communication - Giving more than 119 talks at the international level, and publishing 129 articles indexed in Journal Citation Reports, 100 of them in the first quartile.
  • Training of qualified professionals - Supervising more than 40 students, including Bachelor, Master, and Thesis.
  • Research projects evaluation - Regularly for different funding agencies such as Spanish National Science and Health Ministry, and also at international programs, such as the Marie Sklodowska-Curie Actions, the Israel Science Foundation, the Research Foundation Flanders (FWO), the EPSRC in the UK, and the BBSRC in the UK.

Contact - If you are interested in knowing details or possibilities of collaboration:
Jesus Cortes, Ph.D.:
jesus.m.cortes@gmail.com
Computational Neuroimaging Lab
BioBizkaia Health Research Institute
Hospital Universitario Cruces
Plaza de Cruces, s/n E-48903. Barakaldo, Spain
Tel +34 94 600 6000 (ext. 5199)


 

Jesus Cortes, Científico de Datos:

  • Más de 20 años de experiencia - En investigación, trabajando con datos, en modelado, análisis e imágenes. Consulte mi perfil profesional ORCID en https://orcid.org/0000-0002-9059-8194
  • Altamente interdisciplinar - Combinando física, neurociencias, neuroimagen, ciencia de datos, ingeniería y medicina.
  • Consiguiendo financiación - En convocatorias competitivas y trabajando con la industria, habiendo conseguido más de 9,14 Millones de Euros.
  • Difusión internacional - Impartiendo más de 119 charlas a nivel internacional y publicando más 129 artículos indexados en el Journal Citation Reports, 100 de ellos en primer cuartil.
  • Formación de personal cualificado - Supervisando a más de 40 estudiantes, incluyendo Licenciatura, Maestría y Tesis.
  • Evaluación de proyectos - Lo hago de forma habitual en el Plan Nacional de Ciencia y Salud Español, y en programas internacionales, incluidas las acciones Marie Sklodowska-Curie, la Israel Science Foundation, la Research Foundation Flanders (FWO), EPSRC en Reino Unido y BBSRC en Reino Unido.
  • Contacta - Si estás interesado en conocer detalles o posibilidades de colaboración:

Jesus Cortes, Ph.D.:
jesus.m.cortes@gmail.com
Computational Neuroimaging Lab
BioBizkaia Health Research Institute
Hospital Universitario Cruces
Plaza de Cruces, s/n E-48903. Barakaldo, Spain
Tel +34 94 600 6000 (ext. 5199)

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