Diferencia entre revisiones de «Usuario:Daria.chizhik»
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= Darya Chyzhyk = | = Darya Chyzhyk = | ||
“Little by little, one travels far”. ― J.R.R. Tolkien. | |||
[[Imagen:Pajaro.jpg |right|thumb|200px|]] | [[Imagen:Pajaro.jpg |right|thumb|200px|]] | ||
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[http://scholar.google.com/citations?user=dGLbN_IAAAAJ Google Scholar] | [http://scholar.google.com/citations?user=dGLbN_IAAAAJ Google Scholar] | ||
[http://www.researchgate.net/profile/Darya_Chyzhyk ResearchGate] | |||
[https://orcid.org/0000-0002-9333-6122 ORCID] identifier is 0000-0002-9333-6122 | |||
= Personal data = | = Personal data = | ||
: | <table border=0 cellspacing=10 cellpadding=10 ><tr><td valign=top> | ||
:Thesis title: | :[[Imagen:Thesis-cover-Chyzhyk.jpg |left|thumb|200px|]] | ||
:Thesis advisor: Manuel Graña | </td><td> | ||
: Ph.D. in Computer Science | |||
: Thesis title: [[media:Darya-Chyzhyk-thesis-draft-2013-06-03.pdf| Contributions of Lattice Computing to Medical Image Processing]] | |||
: Thesis advisor: Manuel Graña Romay | |||
: Facultad de Informática UPV/EHU 26 de Julio de 2013, Apto cum laude por unanimidad | |||
: [[media:Chyzhyk-thesis-Slides.pdf| Slides of the Thesis]] | |||
</td> </tr></table> | |||
= Contact data = | = Contact data = | ||
Línea 20: | Línea 31: | ||
** Computer Science Faculty - Lab. 307 | ** Computer Science Faculty - Lab. 307 | ||
** University Of The Basque Country (UPV/EHU) | ** University Of The Basque Country (UPV/EHU) | ||
** Paseo Manuel Lardizabal 1 - CP: 20018 Donostia-San Sebastián (GUIPUZCOA) - Spain | ** Paseo Manuel Lardizabal 1 - CP: 20018 Donostia-San Sebastián (GUIPUZCOA) - Spain | ||
= Reseach Areas = | = Reseach Areas = | ||
Medical Image Analysis, Machine learning and Image Processing. | Medical Image Analysis, Machine learning and Image Processing. | ||
Línea 30: | Línea 42: | ||
* [[media:GIC-UPV-EHU-RR-2010-10-14.pdf|Feature extraction from structural MRI images based on VBM: data from OASIS database ]] | * [[media:GIC-UPV-EHU-RR-2010-10-14.pdf|Feature extraction from structural MRI images based on VBM: data from OASIS database ]] | ||
==2018== | |||
==2017== | |||
; Manuel Graña, Leire Ozaeta, Darya Chyzhyk | |||
: Dynamic Causal Modeling and Machine Learning for Effective Connectivity in Auditory Hallucination | |||
: Neurocomputing | |||
: JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317 | |||
==2016== | |||
; Manuel Graña, Darya Chyzhyk | |||
: Image Understanding Applications of Lattice Auto-Associative Memories | |||
: IEEE Transactions on Neural Networks and Learning Systems, (aceptdo 24 julio 2015) Volume: 27, Issue: 9, Sept. 2016 pp.1920 - 1932 [[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7210195 online]] | |||
: DOI 10.1109/TNNLS.2015.2461451 | |||
: JCR (2014) 4.291 (Q1 CSAI) (2015) 4.854 | |||
==2015== | |||
; Ariadna Besga, Itxaso Gonzalez, Enrique Echeburua, Alexandre Savio, Borja Ayerdi, Darya Chyzhyk, Jose L. M. Madrigal, Juan C. Leza, Manuel Graña, Ana Maria Gonzalez-Pinto | |||
: Discrimination between Alzheimer’s Disease and Late Onset Bipolar Disorder using multivariate analysis | |||
: Frontiers in Aging Neuroscience, 2015 (7): 00231. JCR (2014) 4. ISSN=1663-4365 | |||
; Manuel Graña, Darya Chyzhyk | |||
: Image Understanding Applications of Lattice Autoassociative Memories | |||
: IEEE transactions on neural networks and learning systems, 2015 (8):. JCR (2014) 4.291 ISSN: 2162-237X | |||
; Ariadna Besga-Basterra, Darya Chyzhyk, Itxaso González-Ortega, Alexandre Savio, Borja Ayerdi, Jon Echeveste, Manuel Graña, Ana González-Pinto | |||
: Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer's Disease and Late Onset Bipolar Disorder, ([http://www.ncbi.nlm.nih.gov/pubmed/?term=Eigen+Anatomy+on+fractional+anisotropy+imaging+provides+white+matter# PubMed]) [[Medio: Besga-Bastera-MS.pdf|pdf]] | |||
: Current Alzheimer Research, 2015. JCR (2014) 3.889 (Q1 Clin Neurol, Q2 Neurosciences), ISSN: 1875-5828 (Online), ISSN: 1567-2050 (Print) | |||
; Darya Chyzhyk, Alexandre Savio, Manuel Graña | |||
: Computer Aided Diagnosis of Schizophrenia on resting state fMRI data by Ensembles of ELM | |||
: Neural Networks (2015)68:23-33. DOI information: 10.1016/j.neunet.2015.04.002 JCR (2014) 2.708 ,(2013) 2.076 (Q1 CSAI, Q3 Neurosciences), ISSN: 0893-6080 | |||
; Chyzhyk D, Graña M, Öngür D, Shinn AK. | |||
: Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI. | |||
: International journal of neural systems, 25(3):1550007, 2015. [[media: Chyzhyk-IJNS-2015.pdf|pdf]] JCR 2014 6.056, (2015) 6.507 (Q1 CSAI), Print ISSN: 0129-0657, Online ISSN: 1793-6462 | |||
; Leire Ozaeta, Darya Chyzhyk, Manuel Graña | |||
: Some Results on Dynamic Causal Modeling of Auditory Hallucinations, Artificial Computation in Biology and Medicine, Lecture Notes in Computer Science Volume 9107, 2015, pp 185-194. Ferrández Vicente, J.M., Álvarez-Sánchez, J.R., de la Paz López, F., Toledo-Moreo, F.J., Adeli, H. (Eds.), ISBN 978-3-319-18914-7. IWINAC 2015, Elche, 1-5 Junio 2015 | |||
; Darya Chyzhyk, Manuel Graña | |||
: ¿Cómo se puede discriminar los pacientes con esquizofrenia mediante imagenes de resonancia magnética funcional? | |||
: Poster en Brain Awareness Week, Vitoria, Spain, 20-26 de Marzo, 2014 | |||
; Darya Chyzhyk, Manuel Graña | |||
: Classification of Schizophrenia patients on Lattice Computing resting-state fMRI features [http://www.sciencedirect.com/science/article/pii/S0925231214013204] | |||
: Neurocomputing Volume 151, Part 1, 3 March 2015, Pages 151–160. DOI 10.1016/j.neucom.2014.09.075 JCR 2014 2.083, 2013 2.005 (Q1 CSAI), ISSN 0925-2312 | |||
; Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña ([http://www.sciencedirect.com/science/article/pii/S0925231214012466 pdf]) | |||
: An active learning approach for stroke lesion segmentation on multimodal MRI data | |||
: Neurocomputing, Volume 150, Part A, 20 February 2015, Pages 26-36, ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2014.01.077. JCR 2013 2.005 (Q1 CSAI) | |||
; Darya Chyzhyk, Marina Graña-Lecuona and Manuel Graña | |||
: Late Onset Bipolar Disorder Versus Alzheimer Disease [[media: 00450034.pdf|pdf]] | |||
: Innovation in Medicine and Healthcare 2015, Smart Innovation, Systems and Technologies 45: 337-384, Springer International Publishing Switzerland 2016, Y.-W. Chen et al. (eds.), DOI 10.1007/978-3-319-23024-5_34, InMed 2015, Kyoto, Japan, 11-12 September 2015, ISSN 2190-3018 ISSN 2190-3026 (electronic), Smart Innovation, Systems and Technologies, ISBN 978-3-319-23023-8 ISBN 978-3-319-23024-5 (eBook) | |||
==2014== | |||
; Manuel Graña and Darya Chyzhyk | |||
: One side lattice memory reduced ordering function allows discrimination in resting state fMRI | |||
: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on, pp.69-74, doi: 10.1109/FUZZ-IEEE.2014.6891700, ISSN 1098-7584 | |||
: IEEE World Congress on Computational Intelligence (WCCI), Special Session: Lattice Computing, July 6-11 2014, Beijinn, China, [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6891700&searchWithin%3DOne+side+lattice+memory+reduced+ordering+function+allows+discrimination+in+resting+state+fMRI%26sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6891523%29 link] | |||
; Darya Chyzhyk, Manuel Graña, Ann Shinn & Dost Ongur | |||
: Discrimination of auditory hallucination sensitive Schizophrenia patients from resting state functional MRI | |||
: NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. | |||
: Ponencia: poster | |||
; Darya Chyzhyk and Manuel Graña | |||
: Findings in resting-state fMRI by differences from K-means clustering | |||
: Studies in Health Technology and Informatics, 2014, Volume 207, pp. 300-310, ISBN print 978-1-61499-473-2, ISBN online 978-1-61499-474-9, Pages 428 | |||
: InMed, 9-11 July, 2014, San-Sebstian, Spain | |||
; Alexandre Savio, Darya Chyzhyk, Manuel Graña | |||
: Computer Aided Diagnosis of Schizophrenia based on local-activity measures of resting-state fMRI | |||
: Hybrid Artificial Intelligence Systems, Volume 8480, pp 1-12, 2014 | |||
: 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014. Proceedings. | |||
: Print ISBN 978-3-319-07616-4, Online ISBN 978-3-319-07617-1, Publisher Springer International Publishing, DOI 10.1007/978-3-319-07617-1_1 | |||
; Darya Chyzhyk, Alexandre Savio, Manuel Graña, | |||
: Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI [http://www.sciencedirect.com/science/article/pii/S0925231213010096 pdf] | |||
: Neurocomputing, Volume 128, 27 March 2014, Pages 73-80, | |||
: ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2013.01.065. | |||
: JCR (2012) 1.634 (T1, Q2 CSAI) | |||
==2013== | |||
; Darya Chyzhyk and Manuel Graña | |||
: Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI | |||
: J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 131--139. Springer, Heidelberg (2013) | |||
: Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0 | |||
: ISSN 0302-9743 | |||
; M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila | |||
: Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry | |||
: J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 140--148. Springer, Heidelberg (2013) | |||
: Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0 | |||
: ISSN 0302-9743 | |||
; Darya Chyzhyk, Borja Ayerdi, Josu Maiora | |||
: Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation | |||
: Pattern Recognition Letters 34 (2013), pp. 1602-1608 | |||
: DOI: 10.1016/j.patrec.2013.03.024, ISSN 0167-8655 | |||
: JCR (2011) 1.034, 5-Year Impact Factor: 1.724 (JRC) (Q3 CSAI) | |||
; Darya Chyzhyk, Manuel Graña | |||
: Bootstrapped Dendritic Classifiers in MRI analysis for Alzheimer’s Disease recognition. [http://link.springer.com/chapter/10.1007/978-3-642-42017-7_10# pdf] | |||
: Advanced Techniques for Knowledge Engineering and Innovative Applications. Editors: Jeffrey W. Tweedale, Lakhmi C. Jain. | |||
: Communications in Computer and Information Science Volume 246, 2013, pp 136-142 | |||
: DOI 10.1007/978-3-642-42017-7_10 | |||
: Print ISBN 978-3-642-42016-0 | |||
: Online ISBN 978-3-642-42017-7 | |||
: Series ISSN 1865-0929 | |||
; Darya Chyzhyk and Manuel Graña | |||
: Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features [[media: Chyzhyk-Slides-HAIS2013-2013-09-05.pdf|Slides]] | |||
: J.-S. Pan et al. (Eds.): HAIS 2013, LNAI 8073, pp. 482--490. Springer, Heidelberg (2013) | |||
: Print ISBN: 978-3-642-40845-8, Online ISBN: 978-3-642-40846-5 | |||
: ISSN: 0302-9743 | |||
: DOI 10.1007/978-3-642-40846-5_48 | |||
: ELM -> Applied Soft Computing | |||
: HIS SI -> TNNLS | |||
==2012== | ==2012== | ||
Línea 38: | Línea 179: | ||
: Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 491-502, 2012. LNCS 7209 | : Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 491-502, 2012. LNCS 7209 | ||
: ISBN: 978-3-642-28930-9 | : ISBN: 978-3-642-28930-9 | ||
; Darya Chyzhyk, Alexandre Savio and Manuel Graña | |||
: Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI, | |||
: ELM 2012, Singapore, 11-13 December 2012 | |||
; Darya Chyzhyk | |||
: Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features | |||
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.] | |||
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2251 - 2258, 2012. | |||
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain. | |||
; Manuel Graña, Darya Chyzhyk | |||
: Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery | |||
: HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]] | |||
: Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, IEEE 2012 | |||
: DOI: 10.1109/HIS.2012.6421391 | |||
: Print ISBN: 978-1-4673-5114-0 | |||
==2011== | ==2011== | ||
Línea 76: | Línea 234: | ||
; Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Graña; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua | ; Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Graña; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua | ||
: Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI | : Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI | ||
: Computers in Biology and Medicine 41 (2011), pp. 600-610 [http://dx.doi.org/10.1016/j.compbiomed.2011.05.010 DOI] | : Computers in Biology and Medicine 41 (2011), pp. 600-610 [http://dx.doi.org/10.1016/j.compbiomed.2011.05.010 DOI] ISSN: 0010-4825 | ||
: ISI Impact JCR (2009) 1.269 (2010) 1.112 | : ISI Impact JCR (2009) 1.269 (2010) 1.112 | ||
;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain | ;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain | ||
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI | :Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI | ||
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101 | :in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101 | ||
:2010 Bentham Science Publishers | :2010 Bentham Science Publishers, ISBN: 978-1-60805-570-8 | ||
; Chyzhyk, D. and Savio, A. | |||
: Feature extraction from structural MRI images based on VBM: data from OASIS database | |||
: Technical Report GIC-UPV-EHU-RR-2010-10-14, Grupo de Inteligencia Computacional UPV/EHU, 2010 | |||
==2009== | ==2009== | ||
Línea 90: | Línea 251: | ||
:III Jornada de Inteligencia Computacional, JIC’09. Servicio editorial de la UPV/EHU, 2009. ISBN 978-84-9860-320-0 | :III Jornada de Inteligencia Computacional, JIC’09. Servicio editorial de la UPV/EHU, 2009. ISBN 978-84-9860-320-0 | ||
=Activities= | |||
== Project Reviwer == | |||
* Czech Health Research Council for Ministry of Health of the Czech Republic | |||
== Reviews == | == Reviews == | ||
* Neurocomputing 2012 | |||
* Journal of Mathematical Imaging and Vision | * Journal of Mathematical Imaging and Vision | ||
* HAIS 2010 | * HAIS 2010 | ||
* An International Journal on Multi-Sensor, Multi-Source Information Fusion | * An International Journal on Multi-Sensor, Multi-Source Information Fusion | ||
* Pattern Recognition Letters | |||
* Neurocomputing 2013 | |||
* Computers in Biology and Medicine | |||
== Organizer == | == Organizer == | ||
* Local organizing committee member of the 5th International Conference on Hybrid Artificial Intelligence Systems – HAIS 2010 in San Sebastian (Spain), 23-25 de Junio, 2010. | * Local organizing committee member of the | ||
* | ** 5th International Conference on Hybrid Artificial Intelligence Systems – HAIS 2010 in San Sebastian (Spain), 23-25 de Junio, 2010. | ||
* Programme committee member of the | ** 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems – ([http://www.mirlabs.net/nwesp12/ KES 2012]) 10, 11 & 12 September 2012, San Sebastian, Spain. | ||
* Programme committee member of the | |||
* | ** CASoN-2011, NWeSP-2011, NaBIC-2011 | ||
** HAIS-2012, NaBIC-2012, CASoN-2012, WeSP-2012, WICT-2012, CISIS 2012 (special session on Intelligent Network Security and Survivability), ELM-2012 | |||
** KES-2013, HAIS-2013, CASoN-2013, ELM-2013, HIS-2013, NaBIC-2013, WeSP-2013, WICT-2013 | |||
* | ** WCCI-2014, KES-2014, HAIS-2014, CASoN-2014, NaBIC-2014, WICT-2014, ISDA-2014 | ||
==Internship== | ==Internship== | ||
Línea 113: | Línea 280: | ||
: Responsable investigator: Professor Gerhard X. Ritter | : Responsable investigator: Professor Gerhard X. Ritter | ||
: September 15th – December 15th, 2011 | : September 15th – December 15th, 2011 | ||
* Radboud University | |||
: Machine Learning Group, Intelligent Systems Institute for Computing and Information Sciences (iCIS) Faculty of Science | |||
: Responsable investigator: Professor Tom Heskes | |||
: 1st of November 2012 – 30th of January 2013 | |||
== Research projects participation == | == Research projects participation == | ||
* Project Title: Computational Intelligence techniques for brain imaging and the | * Project Title: Computational Intelligence techniques for brain imaging and the neurosciences | ||
neurosciences | |||
** Organism: University of Basque Country | ** Organism: University of Basque Country | ||
** Reference: MICINN Project, TIN2011-23823 | ** Reference: MICINN Project, TIN2011-23823 | ||
Línea 133: | Línea 303: | ||
: 4-8 July 2011 | : 4-8 July 2011 | ||
== | ==Experiencia en organización de actividades de I+D== | ||
* | |||
* X Semana de la Ciencia 2010 | * Special event for children of sensibilization on robotic research (con ASPANOGI), 14 de marzo de 2015, San-Sebstian, España | ||
* Special event for children of sensibilization on robotic research, 11 de noviembre de 2014, San-Sebstian, España | |||
* XII Semana de la Ciencia 2012, Stand: Las conexiones de tu cerebro | |||
* X Semana de la Ciencia 2010, Stand: Mundo virtual | |||
* IX Semana de la Ciencia 2009, Stand: Las conexiones de tu cerebro | |||
=Congress of interest= | =Congress of interest= | ||
Línea 148: | Línea 322: | ||
http://www.neuroinformatics2012.org/ | http://www.neuroinformatics2012.org/ | ||
deadline February - April, 2012 | deadline February - April, 2012 | ||
* MICCAI | * MICCAI 2013 | ||
16th International Conference on Medical Image Computing and Computer-Assisted Intervention | |||
21 September 2013 - 26 September 2013 | |||
Nagoya, Japan | |||
http://www.miccai.org/ | http://www.miccai.org/ | ||
* [http://mbic.unimaas.nl/redirect.asp?page=WorkShops | M-BIC Workshop Series], rsfMRI | * [http://mbic.unimaas.nl/redirect.asp?page=WorkShops | M-BIC Workshop Series], rsfMRI | ||
* ISBI | |||
[http://spie.org/x12166.xml?WT.mc_id=RMI13CLVW |ISBI] | |||
* ICIP | |||
20th IEEE International Conference on Image Processing [http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=15918 ICIP] | |||
16 September 2013 - 18 September 2013 | |||
Melbourne, VIC, Australia | |||
* Toolkit of Cognitive Neuroscience [http://www.ru.nl/donders/agenda-news/courses/toolkits-2012/ Cognitive Neuroscience] | |||
=Images= | =Images= | ||
Línea 158: | Línea 342: | ||
** [http://restfmri.net/| REST] | ** [http://restfmri.net/| REST] | ||
** [http://rwww.fmrib.ox.ac.uk/fsl/melodic/index.html| MELODIC] | ** [http://rwww.fmrib.ox.ac.uk/fsl/melodic/index.html| MELODIC] | ||
** [http://www.mendeley.com/groups/1677121/cmi-resting-state-fmri-library/papers/ CMI Resting State fMRI Library] | |||
** [http://fsl.fmrib.ox.ac.uk/analysis/royalsoc8/ 8 popular networks] | |||
* DTI | |||
** [http://www.mendeley.com/groups/2042613/cmi-diffusion-tensor-imaging-dti-reference-library/papers/ The CMI Diffusion Tensor Imaging Library] | |||
* [http://nipy.sourceforge.net/nipype/ Nipype ], [http://nipype.blogspot.com.es/p/slides.html congreso] con traspas | |||
* [http://mindboggle.info/# mindboggle] | |||
* RSN: [http://findlab.stanford.edu/functional_ROIs.html functional_ROIs] | |||
[http://www.fmrib.ox.ac.uk/analysis/TFMs/ TFMs] | |||
[http://www.brainnexus.com/resources/resting-state-fmri-templates resting-state-fmri-templates] | |||
[http://www.fmrib.ox.ac.uk/analysis/brainmap+rsns/ FSL:brainmap+rsns] | |||
[http://sourceforge.net/mailarchive/forum.php?thread_name=CADy6Cz%2BiUCdosNhvLGstFuHYALk3xXpc-7PMCeQPRqoEUoxdiA%40mail.gmail.com&forum_name=icatb-discuss icatb-discuss] | |||
* Multimodal data, controls, [https://www.nitrc.org/projects/multimodal here] | |||
=Data base= | =Data base= | ||
* Alzheimer's disease, OASIS | * Alzheimer's disease, OASIS | ||
* Schizophrenia | * Schizophrenia | ||
* Cocainomania | * Cocainomania | ||
* Schizophrenia [http://insight-journal.org/midas/collection/view/190 NAMIC] | |||
[http://fcon_1000.projects.nitrc.org/indi/retro/Power2012.html| 2012 Neuroimage Sample] | * [http://fcon_1000.projects.nitrc.org/indi/retro/Power2012.html| 2012 Neuroimage Sample] | ||
* [http://mindboggle.info/data.html| Manually labeled human brain image data ] | |||
* Autism [http://fcon_1000.projects.nitrc.org/indi/abide/ Abide] | |||
=Soft= | =Soft= | ||
Línea 169: | Línea 368: | ||
* FSL | * FSL | ||
** [http://rwww.fmrib.ox.ac.uk/fsl/melodic/index.html| MELODIC] | ** [http://rwww.fmrib.ox.ac.uk/fsl/melodic/index.html| MELODIC] | ||
** FreeSurfer | ** FreeSurfer [http://simnibs.de/installation/installfsandfsl Instalation1] | ||
** FslView [http://neuro.debian.net/blog/2011/2011-12-12_schroot_fslview.html Install with Debian] | |||
* [http://restfmri.net/| REST], DPARSF | * [http://restfmri.net/| REST], DPARSF | ||
* [http://sites.google.com/a/brain-connectivity-toolbox.net/bct/| Brain Connectivity Toolbox] | * [http://sites.google.com/a/brain-connectivity-toolbox.net/bct/| Brain Connectivity Toolbox] | ||
Línea 175: | Línea 375: | ||
* AFNI | * AFNI | ||
* [http://www.imaios.com/en/e-Anatomy/Head-and-Neck/Brain-MRI-3D| Anatomy of the brain ] de prepago :( | * [http://www.imaios.com/en/e-Anatomy/Head-and-Neck/Brain-MRI-3D| Anatomy of the brain ] de prepago :( | ||
* LIPSIA [http://static.cbs.mpg.de/lipsia/ User Manual], [https://www.cbs.mpg.de/institute/software/lipsia/index.html Leipzig Image Processing and Statistical Inference Algorithms] | |||
* Pattern Recognition Toolbox [http://www.kcl.ac.uk/iop/depts/neuroimaging/research/imaginganalysis/Software/PROBID.aspx Pattern Recognition Toolbox] | |||
* Pipeline toolbox for analyzing brain diffusion images [http://www.readcube.com/articles/10.3389/fnhum.2013.00042 PANDA] | |||
* [http://fieldtrip.fcdonders.nl/download fieldtrip] | |||
* [http://www.cmtk.org/viewer/documentation/users/tutorials/tut_matlabnet.html ConnectomeViewer][https://sites.google.com/site/kittipat/mvpa-for-brain-fmri/convert_matlab_nifti mat -> nii] | |||
* Automated Anatomical labeling | |||
** [http://www.alivelearn.net/xjview8/ xjview8] | |||
** [http://www.fz-juelich.de/inm/inm-1/DE/Forschung/_docs/SPMAnatomyToolbox/SPMAnatomyToolbox_node.html SPMAnatomyToolbox] | |||
** [http://brainder.org/2012/07/30/automatic-atlas-queries-in-fsl/ automatic atlas queries in fsl] | |||
* [http://www.mlnl.cs.ucl.ac.uk/pronto/ Pattern Recognition for Neuroimaging Toolbox (PRoNTo)] | |||
* FC | |||
** [http://econnectome.umn.edu/ econnectome] | |||
** [https://www.humanconnectome.org/connectome/ HCP] | |||
** [http://mialab.mrn.org/software/fnc/ Functional Network Connectivity (FNC) ] | |||
** [https://sites.google.com/site/functionalconnectivitytoolbox/ functional connectivity toolbox] | |||
* diagramas de flujo [http://www.xmind.net/download/linux/ xmind] | |||
* Bayesian spatial model for activation and connectivity [http://web1.sph.emory.edu/bios/CBIS/links.html BSMAC] | |||
* Brain Explorer [http://human.brain-map.org/static/brainexplorer brain-map] | |||
* Normalization | |||
** Advanced Normalization Tool [http://stnava.github.io/ANTs/ ANTs] | |||
* Multi-image Analysis GUI [http://ric.uthscsa.edu/mango/index.html Mango] | |||
=Grants= | |||
* [http://www.educacion.gob.es/horizontales/servicios/becas-ayudas-subvenciones/para-profesores.html| Beca FPU ] 2009-2013 | |||
* Infornacion general | |||
Ayudas postdoctorales [http://www.ikerkuntza.ehu.es/p273-shginvct/es/contenidos/ayuda_subvencion/vri_doctoresrecientes/es_vri_conv/recientes.html UPV] | |||
= Estado burocrático de la tesis = | = Estado burocrático de la tesis = | ||
Director - Manuel Graña Romay | Director - Manuel Graña Romay | ||
;beca concedida desde agosto 2009 | ; beca concedida desde agosto 2009 | ||
; Diploma de Estudios Avanzados en Inteligencia Computacional (DEA), 9 de febrero de 2010 | |||
: Estudio de técnicas de análisis de imagen con aplicación a la morfometría cerebral | |||
== subsección == | == subsección == | ||
== Friday sessions== | == Friday sessions== | ||
[http://www.ehu.es/ccwintco/index.php/Friday_sessions Friday sessions] | [http://www.ehu.es/ccwintco/index.php/Friday_sessions Friday sessions] | ||
=tareas pendientes= | =tareas pendientes= | ||
Línea 211: | Línea 434: | ||
*[http://cslras.pbworks.com/w/page/27311698/VBM-SPM8 | DARTEL ] | *[http://cslras.pbworks.com/w/page/27311698/VBM-SPM8 | DARTEL ] | ||
*[http://spanish.madrid.usembassy.gov/es/visas/no-inmigrante/tipos/academicos.html | Embajada E.E.U.U ] | *[http://spanish.madrid.usembassy.gov/es/visas/no-inmigrante/tipos/academicos.html | Embajada E.E.U.U ] | ||
=Doubt= | |||
* “Open with” (user defined command) Ubuntu 12.10 [http://askubuntu.com/questions/67382/add-custom-command-in-the-open-with-dialog Tweak - file manager] | |||
* NIF de la Uni Q4818001B | |||
* fslorient -setqform -3 0 0 90 0 3 0 -126 0 0 3 -72 0 0 0 1 sub_3mm_twoseeds_CSF_LHG_xroiregress_sm3.nii | |||
fslorient -setsform -3 0 0 90 0 3 0 -126 0 0 3 -72 0 0 0 1 sub_3mm_twoseeds_CSF_LHG_xroiregress_sm3.nii | |||
* fsl install debian | |||
sudo apt-get install fsl-complete | |||
nano .bashrc | |||
sudo apt-get install ssh vim gedit-plugins | |||
* not found fsl function | |||
http://fsl.fmrib.ox.ac.uk/fsl/fslwiki/FslInstallation/ShellSetup | |||
* instalar python [http://alexsavio.github.io/category/python.html python segun Alex] | |||
=Grants= | |||
* [https://bbrfoundation.org/frequently-asked-questions NARSAD Grant] | |||
==master== | |||
* [http://www.youtube.com/watch?v=rGyONAoeRJk sMRI video] | |||
* [http://neuroblog.brain-dynamics.es/nuevos-datos-sobre-las-primeras-etapas-de-la-enfermedad-de-alzheimer/ Alzheimer, atrofia] | |||
* [http://hirnforschung.kyb.mpg.de/en/methods/functional-magnetic-resonance-imaging-fmri.html fMRI,stimulus , video] | |||
* [http://www.scholarpedia.org/article/Ensemble_learning Ensemble] | |||
* [http://www.youtube.com/watch?v=IAAQReqDEW8 resting state fMRI, video] | |||
==.== | |||
*[https://team.inria.fr/parietal/team-members/ inria] | |||
*[http://www.mrg.upf.edu/news_events upf] | |||
* [http://www.imtlucca.it/faculty/positions/junior_faculty_recruitment_program.php#brain_imaging lucca] | |||
* [http://www.brainmapping.org/directory/ brainmapping, ucla] | |||
+ [http://labnic.unige.ch/nic/htms/job.html LabNic, geneva] | |||
* Thomas H Mareci.Frank J Bova. | |||
=Grants= | |||
* [https://bbrfoundation.org/frequently-asked-questions NARSAD Grant] |
Revisión actual - 16:02 17 ene 2019
Darya Chyzhyk
“Little by little, one travels far”. ― J.R.R. Tolkien.
ORCID identifier is 0000-0002-9333-6122
Personal data
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Contact data
- E-mail: darya.chyzhyk@ehu.es
- Phone number: 0034 943 01 8047
- Address:
- Darya Chyzhyk
- Computational Intelligence Group
- Computer Science Faculty - Lab. 307
- University Of The Basque Country (UPV/EHU)
- Paseo Manuel Lardizabal 1 - CP: 20018 Donostia-San Sebastián (GUIPUZCOA) - Spain
Reseach Areas
Medical Image Analysis, Machine learning and Image Processing.
Publicaciones
Publicaciones internas
2018
2017
- Manuel Graña, Leire Ozaeta, Darya Chyzhyk
- Dynamic Causal Modeling and Machine Learning for Effective Connectivity in Auditory Hallucination
- Neurocomputing
- JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317
2016
- Manuel Graña, Darya Chyzhyk
- Image Understanding Applications of Lattice Auto-Associative Memories
- IEEE Transactions on Neural Networks and Learning Systems, (aceptdo 24 julio 2015) Volume: 27, Issue: 9, Sept. 2016 pp.1920 - 1932 [online]
- DOI 10.1109/TNNLS.2015.2461451
- JCR (2014) 4.291 (Q1 CSAI) (2015) 4.854
2015
- Ariadna Besga, Itxaso Gonzalez, Enrique Echeburua, Alexandre Savio, Borja Ayerdi, Darya Chyzhyk, Jose L. M. Madrigal, Juan C. Leza, Manuel Graña, Ana Maria Gonzalez-Pinto
- Discrimination between Alzheimer’s Disease and Late Onset Bipolar Disorder using multivariate analysis
- Frontiers in Aging Neuroscience, 2015 (7): 00231. JCR (2014) 4. ISSN=1663-4365
- Manuel Graña, Darya Chyzhyk
- Image Understanding Applications of Lattice Autoassociative Memories
- IEEE transactions on neural networks and learning systems, 2015 (8):. JCR (2014) 4.291 ISSN: 2162-237X
- Ariadna Besga-Basterra, Darya Chyzhyk, Itxaso González-Ortega, Alexandre Savio, Borja Ayerdi, Jon Echeveste, Manuel Graña, Ana González-Pinto
- Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer's Disease and Late Onset Bipolar Disorder, (PubMed) pdf
- Current Alzheimer Research, 2015. JCR (2014) 3.889 (Q1 Clin Neurol, Q2 Neurosciences), ISSN: 1875-5828 (Online), ISSN: 1567-2050 (Print)
- Darya Chyzhyk, Alexandre Savio, Manuel Graña
- Computer Aided Diagnosis of Schizophrenia on resting state fMRI data by Ensembles of ELM
- Neural Networks (2015)68:23-33. DOI information: 10.1016/j.neunet.2015.04.002 JCR (2014) 2.708 ,(2013) 2.076 (Q1 CSAI, Q3 Neurosciences), ISSN: 0893-6080
- Chyzhyk D, Graña M, Öngür D, Shinn AK.
- Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI.
- International journal of neural systems, 25(3):1550007, 2015. pdf JCR 2014 6.056, (2015) 6.507 (Q1 CSAI), Print ISSN: 0129-0657, Online ISSN: 1793-6462
- Leire Ozaeta, Darya Chyzhyk, Manuel Graña
- Some Results on Dynamic Causal Modeling of Auditory Hallucinations, Artificial Computation in Biology and Medicine, Lecture Notes in Computer Science Volume 9107, 2015, pp 185-194. Ferrández Vicente, J.M., Álvarez-Sánchez, J.R., de la Paz López, F., Toledo-Moreo, F.J., Adeli, H. (Eds.), ISBN 978-3-319-18914-7. IWINAC 2015, Elche, 1-5 Junio 2015
- Darya Chyzhyk, Manuel Graña
- ¿Cómo se puede discriminar los pacientes con esquizofrenia mediante imagenes de resonancia magnética funcional?
- Poster en Brain Awareness Week, Vitoria, Spain, 20-26 de Marzo, 2014
- Darya Chyzhyk, Manuel Graña
- Classification of Schizophrenia patients on Lattice Computing resting-state fMRI features [1]
- Neurocomputing Volume 151, Part 1, 3 March 2015, Pages 151–160. DOI 10.1016/j.neucom.2014.09.075 JCR 2014 2.083, 2013 2.005 (Q1 CSAI), ISSN 0925-2312
- Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña (pdf)
- An active learning approach for stroke lesion segmentation on multimodal MRI data
- Neurocomputing, Volume 150, Part A, 20 February 2015, Pages 26-36, ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2014.01.077. JCR 2013 2.005 (Q1 CSAI)
- Darya Chyzhyk, Marina Graña-Lecuona and Manuel Graña
- Late Onset Bipolar Disorder Versus Alzheimer Disease pdf
- Innovation in Medicine and Healthcare 2015, Smart Innovation, Systems and Technologies 45: 337-384, Springer International Publishing Switzerland 2016, Y.-W. Chen et al. (eds.), DOI 10.1007/978-3-319-23024-5_34, InMed 2015, Kyoto, Japan, 11-12 September 2015, ISSN 2190-3018 ISSN 2190-3026 (electronic), Smart Innovation, Systems and Technologies, ISBN 978-3-319-23023-8 ISBN 978-3-319-23024-5 (eBook)
2014
- Manuel Graña and Darya Chyzhyk
- One side lattice memory reduced ordering function allows discrimination in resting state fMRI
- Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on, pp.69-74, doi: 10.1109/FUZZ-IEEE.2014.6891700, ISSN 1098-7584
- IEEE World Congress on Computational Intelligence (WCCI), Special Session: Lattice Computing, July 6-11 2014, Beijinn, China, link
- Darya Chyzhyk, Manuel Graña, Ann Shinn & Dost Ongur
- Discrimination of auditory hallucination sensitive Schizophrenia patients from resting state functional MRI
- NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain.
- Ponencia: poster
- Darya Chyzhyk and Manuel Graña
- Findings in resting-state fMRI by differences from K-means clustering
- Studies in Health Technology and Informatics, 2014, Volume 207, pp. 300-310, ISBN print 978-1-61499-473-2, ISBN online 978-1-61499-474-9, Pages 428
- InMed, 9-11 July, 2014, San-Sebstian, Spain
- Alexandre Savio, Darya Chyzhyk, Manuel Graña
- Computer Aided Diagnosis of Schizophrenia based on local-activity measures of resting-state fMRI
- Hybrid Artificial Intelligence Systems, Volume 8480, pp 1-12, 2014
- 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014. Proceedings.
- Print ISBN 978-3-319-07616-4, Online ISBN 978-3-319-07617-1, Publisher Springer International Publishing, DOI 10.1007/978-3-319-07617-1_1
- Darya Chyzhyk, Alexandre Savio, Manuel Graña,
- Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI pdf
- Neurocomputing, Volume 128, 27 March 2014, Pages 73-80,
- ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2013.01.065.
- JCR (2012) 1.634 (T1, Q2 CSAI)
2013
- Darya Chyzhyk and Manuel Graña
- Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI
- J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 131--139. Springer, Heidelberg (2013)
- Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0
- ISSN 0302-9743
- M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila
- Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry
- J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 140--148. Springer, Heidelberg (2013)
- Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0
- ISSN 0302-9743
- Darya Chyzhyk, Borja Ayerdi, Josu Maiora
- Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation
- Pattern Recognition Letters 34 (2013), pp. 1602-1608
- DOI: 10.1016/j.patrec.2013.03.024, ISSN 0167-8655
- JCR (2011) 1.034, 5-Year Impact Factor: 1.724 (JRC) (Q3 CSAI)
- Darya Chyzhyk, Manuel Graña
- Bootstrapped Dendritic Classifiers in MRI analysis for Alzheimer’s Disease recognition. pdf
- Advanced Techniques for Knowledge Engineering and Innovative Applications. Editors: Jeffrey W. Tweedale, Lakhmi C. Jain.
- Communications in Computer and Information Science Volume 246, 2013, pp 136-142
- DOI 10.1007/978-3-642-42017-7_10
- Print ISBN 978-3-642-42016-0
- Online ISBN 978-3-642-42017-7
- Series ISSN 1865-0929
- Darya Chyzhyk and Manuel Graña
- Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features Slides
- J.-S. Pan et al. (Eds.): HAIS 2013, LNAI 8073, pp. 482--490. Springer, Heidelberg (2013)
- Print ISBN: 978-3-642-40845-8, Online ISBN: 978-3-642-40846-5
- ISSN: 0302-9743
- DOI 10.1007/978-3-642-40846-5_48
- ELM -> Applied Soft Computing
- HIS SI -> TNNLS
2012
- Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña
- A Novel Lattice Associative Memory Based on Dendritic Computing" draft
- Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. Slides
- Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 491-502, 2012. LNCS 7209
- ISBN: 978-3-642-28930-9
- Darya Chyzhyk, Alexandre Savio and Manuel Graña
- Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI,
- ELM 2012, Singapore, 11-13 December 2012
- Darya Chyzhyk
- Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features
- Advances in Knowledge-Based and Intelligent Information and Engineering Systems.
- Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2251 - 2258, 2012.
- Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.
- Manuel Graña, Darya Chyzhyk
- Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery
- HIS 2012, Pune India, 4-7 december 2012 slides
- Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, IEEE 2012
- DOI: 10.1109/HIS.2012.6421391
- Print ISBN: 978-1-4673-5114-0
2011
- Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
- Hybrid Dendritic Computing with Kernel-LICA applied to Alzheimer’s Disease detection in MRI. PDF
- Neurocomputing, 2012, Volumen 75, issue 1, pp. 72-77
- doi:10.1016/j.neucom.2011.02.024
- ISSN 0925-2312
- ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
- Darya Chyzhyk, Ann K. Shinn, and Manuel Graña
- Exploration of LICA Detections in Resting State fMRI. draft
- 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
- Published in: IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II, pp.104-111,
- ISBN: 978-3-642-21325-0
- Darya Chyzhyk, Manuel Graña
- Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. draft. slides.
- Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011.
- Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 543-550, DOI: 10.1007/978-3-642-19644-7_57
- Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
- Publisher: Springer Berlin / Heidelberg
- ISBN: 978-3-642-19643-0
2010
- Darya Chyzhyk, Maite Termenon, and Alexandre Savio
- A Comparison of VBM results by SPM, ICA and LICA.
- Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2
- ISBN 978-3-642-13802-7
- Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández
- Lattice Independent Component Analysis for functional Magnetic Resonance Imaging DRAFT
- Information Sciences 181, issue 10, 2011, pp. 1910-1928
- Impact factor JCR (2008): 3.095 (2009) 3.291
- DOI
- Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Graña; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua
- Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI
- Computers in Biology and Medicine 41 (2011), pp. 600-610 DOI ISSN: 0010-4825
- ISI Impact JCR (2009) 1.269 (2010) 1.112
- Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
- Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
- in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
- 2010 Bentham Science Publishers, ISBN: 978-1-60805-570-8
- Chyzhyk, D. and Savio, A.
- Feature extraction from structural MRI images based on VBM: data from OASIS database
- Technical Report GIC-UPV-EHU-RR-2010-10-14, Grupo de Inteligencia Computacional UPV/EHU, 2010
2009
- Darya Chyzhyk
- Inferencia en FSL para morfometria basada en vóxel (voxel base morphometry).
- III Jornada de Inteligencia Computacional, JIC’09. Servicio editorial de la UPV/EHU, 2009. ISBN 978-84-9860-320-0
Activities
Project Reviwer
- Czech Health Research Council for Ministry of Health of the Czech Republic
Reviews
- Neurocomputing 2012
- Journal of Mathematical Imaging and Vision
- HAIS 2010
- An International Journal on Multi-Sensor, Multi-Source Information Fusion
- Pattern Recognition Letters
- Neurocomputing 2013
- Computers in Biology and Medicine
Organizer
- Local organizing committee member of the
- 5th International Conference on Hybrid Artificial Intelligence Systems – HAIS 2010 in San Sebastian (Spain), 23-25 de Junio, 2010.
- 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems – (KES 2012) 10, 11 & 12 September 2012, San Sebastian, Spain.
- Programme committee member of the
- CASoN-2011, NWeSP-2011, NaBIC-2011
- HAIS-2012, NaBIC-2012, CASoN-2012, WeSP-2012, WICT-2012, CISIS 2012 (special session on Intelligent Network Security and Survivability), ELM-2012
- KES-2013, HAIS-2013, CASoN-2013, ELM-2013, HIS-2013, NaBIC-2013, WeSP-2013, WICT-2013
- WCCI-2014, KES-2014, HAIS-2014, CASoN-2014, NaBIC-2014, WICT-2014, ISDA-2014
Internship
- University of Florida.
- Department of Computer &Information Science & Engineering
- Responsable investigator: Professor Gerhard X. Ritter
- September 15th – December 15th, 2011
- Radboud University
- Machine Learning Group, Intelligent Systems Institute for Computing and Information Sciences (iCIS) Faculty of Science
- Responsable investigator: Professor Tom Heskes
- 1st of November 2012 – 30th of January 2013
Research projects participation
- Project Title: Computational Intelligence techniques for brain imaging and the neurosciences
- Organism: University of Basque Country
- Reference: MICINN Project, TIN2011-23823
- Principal Investigator: Prof. Manuel Graña Romay
- Date: 2011 – 2013.
Courses
- FSL & FreeSurfer Course 2010
- Heidelberg, Germany
- 31 May - 4 June 2010
- Course on Statistical Parametric Mapping (SPM)
- Zurich, Switzerland
- 16-18 February 2011
- International Summer Course on Medical Imaging using Bio-inspired and Soft Computing (MIBISOC)
- European Centre of Soft Computing, Mieres, Spain
- 4-8 July 2011
Experiencia en organización de actividades de I+D
- Special event for children of sensibilization on robotic research (con ASPANOGI), 14 de marzo de 2015, San-Sebstian, España
- Special event for children of sensibilization on robotic research, 11 de noviembre de 2014, San-Sebstian, España
- XII Semana de la Ciencia 2012, Stand: Las conexiones de tu cerebro
- X Semana de la Ciencia 2010, Stand: Mundo virtual
- IX Semana de la Ciencia 2009, Stand: Las conexiones de tu cerebro
Congress of interest
- HAIS 2012, Salamanca, Spain, March 28th-30th, 2012.
- ISBI 2012, 2-5 May, Barcelona, Spain.
http://www.biomedicalimaging.org/index.php/authors/call-for-papers
- ESANN 2012, Bruges, Belgium, 25 to 27 April 2012 - 20th anniversary !
- Neuroinformatics 2012, Munich, Germany, September 10-12
http://www.neuroinformatics2012.org/ deadline February - April, 2012
- MICCAI 2013
16th International Conference on Medical Image Computing and Computer-Assisted Intervention 21 September 2013 - 26 September 2013 Nagoya, Japan http://www.miccai.org/
- | M-BIC Workshop Series, rsfMRI
- ISBI
- ICIP
20th IEEE International Conference on Image Processing ICIP 16 September 2013 - 18 September 2013 Melbourne, VIC, Australia
- Toolkit of Cognitive Neuroscience Cognitive Neuroscience
Images
- fMRI
- sMRI
- Resting-state fMRI
- DTI
- Nipype , congreso con traspas
- mindboggle
- RSN: functional_ROIs
TFMs resting-state-fmri-templates FSL:brainmap+rsns icatb-discuss
- Multimodal data, controls, here
Data base
- Alzheimer's disease, OASIS
- Schizophrenia
- Cocainomania
- Schizophrenia NAMIC
- 2012 Neuroimage Sample
- Manually labeled human brain image data
- Autism Abide
Soft
- SPM
- FSL
- MELODIC
- FreeSurfer Instalation1
- FslView Install with Debian
- REST, DPARSF
- Brain Connectivity Toolbox
- GIFT - ICA toolbox
- AFNI
- Anatomy of the brain de prepago :(
- LIPSIA User Manual, Leipzig Image Processing and Statistical Inference Algorithms
- Pattern Recognition Toolbox Pattern Recognition Toolbox
- Pipeline toolbox for analyzing brain diffusion images PANDA
- fieldtrip
- ConnectomeViewermat -> nii
- Automated Anatomical labeling
- Pattern Recognition for Neuroimaging Toolbox (PRoNTo)
- FC
- diagramas de flujo xmind
- Bayesian spatial model for activation and connectivity BSMAC
- Brain Explorer brain-map
- Normalization
- Advanced Normalization Tool ANTs
- Multi-image Analysis GUI Mango
Grants
- Beca FPU 2009-2013
- Infornacion general
Ayudas postdoctorales UPV
Estado burocrático de la tesis
Director - Manuel Graña Romay
- beca concedida desde agosto 2009
- Diploma de Estudios Avanzados en Inteligencia Computacional (DEA), 9 de febrero de 2010
- Estudio de técnicas de análisis de imagen con aplicación a la morfometría cerebral
subsección
Friday sessions
tareas pendientes
1 -Reformato de imagenes[2], funcionales, fMRI
- coger imágenes del administrador de archivos de la cuenta de visitantes del groupware.
- usar MRIcron[3] para pasar de formato DICOM a NIfTI (imagen final 4D)
- ¿Existe una imagen estructural(MRI (T1))? Si existe convertirla en formato NIfTI (imagen final 3D)
- Comprobar que se puede trabajar con el SPM5[4] y las imágenes NIfTI que hemos generado.
2 -Crear una variable en Matlab que contenga todas las imágenes de fMRI para aplicar nuestros algoritmos de análisis.
- Funciones a utilizar (dicominfo y dicomread)
Doubt
- “Open with” (user defined command) Ubuntu 12.10 Tweak - file manager
- NIF de la Uni Q4818001B
- fslorient -setqform -3 0 0 90 0 3 0 -126 0 0 3 -72 0 0 0 1 sub_3mm_twoseeds_CSF_LHG_xroiregress_sm3.nii
fslorient -setsform -3 0 0 90 0 3 0 -126 0 0 3 -72 0 0 0 1 sub_3mm_twoseeds_CSF_LHG_xroiregress_sm3.nii
- fsl install debian
sudo apt-get install fsl-complete
nano .bashrc
sudo apt-get install ssh vim gedit-plugins
- not found fsl function
http://fsl.fmrib.ox.ac.uk/fsl/fslwiki/FslInstallation/ShellSetup
- instalar python python segun Alex
Grants
master
.
- Thomas H Mareci.Frank J Bova.