• D-5214 Departamento de Lenguajes y Sistemas Informáticos e Ingeniería de Software
    Escuela Técnica Superior de Ingenieros Informáticos
    Universidad Politécnica de Madrid
    Campus de Montegancedo s/n
    28660 - Boadilla del Monte (Madrid)
    Spain
  • (+34) 91 067 29 41
  • jcrespo@fi.upm.es

ACADEMIC FORMATION

1993: Ph.D. – Electrical and Computer Engineering, Georgia Institute of Technology (Atlanta, EE.UU.)
1993: Master of Science – Management, Georgia Institute of Technology (Atlanta, EE.UU.)
1990: Master of Science – Electrical and Computer Engineering, Georgia Institute of Technology (Atlanta, EE.UU.)
1989: Ingeniero de Telecomunicación, Universidad Politécnica de Madrid

PROFESSIONAL EXPERIENCE

2012 – present: Catedrático – Professor, Facultad de Informática, Universidad Politécnica de Madrid.
1999 – 2012: Profesor Titular – Associate Professor, Facultad de Informática, Universidad Politécnica de Madrid
1996 – 1999: Profesor Titular de Universidad Interino, Facultad de Informática, Universidad Politécnica de Madrid
1995 – 1996: Profesor Asociado, Facultad de Informática, Universidad Politécnica de Madrid
1994 – 1995: Profesor Titular (univ. privada) Universidad Alfonso X el Sabio.
1994: Ingeniero Investigador Sociedad ARMINES (de cole Nationale Suprieure des Mines de Paris), Fontainebleau, Francia
1994: Funcionario no agregado Ministre de l’Industrie, des Postes et Tlcommunications et du Commerce Extrieur – cole Nationale Suprieure des Mines de Paris
1993: Becario-Asistente de investigación (“Research Assistant”), Georgia Institute of Technology, Atlanta, EE.UU
1989-1993: Becario Ministerio de Educación y Ciencia

LANGUAGES

  • Spanish
  • English
  • French

Publications

  1. S. Alamo, J. Crespo, I. Fernandez, V. Maojo, F. Martín, A. Pazos, L. Saez, and J. A. Sanandres. Búsqueda acceso y recuperación de información sanitaria en bases de datos a través de WWW. Informática y Salud I+S, pages 10321034, 1999. ISSN 1579-8070.
  2. J. M. Barreiro, J. Crespo, and V. Maojo. Inteligencia artificial en medicina. Bole.tic (special issue ‘Tecnologías de la Información y Salud’), pages 3035, December 2000.
  3. J. M. Barreiro, J. Crespo, and V. Maojo. Inteligencia artificial en medicina: pasado y nuevas aplicaciones. Novatica, (149):3640, January-February 2001a. ISSN 0211-2124. (note: issue associated to Upgrade,Vol. II, Issue 1).
  4. J. M. Barreiro, J. Crespo, and V. Maojo. Artificial intelligence in medicine. past and new applications. Upgrade, II(1), Febrero 2001b. ISSN 1684-5285. (nota: numero especial asociado a Novatica, Issue 149).
  5. H. Billhardt, J. Crespo, V. Maojo, F. Martn, and J. Mate. A new method for unifying heterogeneous databases. In J. Crespo, V. Maojo, and F. Martin, editors, Medical Data Analysis, volume 2199 of Lecture Notes in Computer Science, pages 5461. Springer-Verlag, Berlin-Heidelberg, 2001.
  6. J. Crespo. Space connectivity and translation-invariance. In M. Butt, P. Maragos, and R. Schafer, editors, Mathematical Morphology and its Applications to Image Processing, pages 119126. Kluwer, Dordrecht, 1996.
  7. J. Crespo and V. Maojo. Tratamiento y análisis de imágenes médicas: Filtrado morfológico y segmentación. In F. Martín Sánchez and V. Lopez Alonso, editors, Informatica Biomedica, pages 209216. Inbiomed, 2004. ISBN 84-609-1770-3.
  8. J. Crespo and V. Maojo. Sistemas inteligentes. In P. Gil-Loyzaga, editor, Debates sobre la Salud ante el Siglo XXI, pages 230234. Fundacion General de la Universidad Complutense, 2000. ISBN 84-6009652-1.
  9. J. Crespo and V. Maojo. New results on the theory of morphological filters by reconstruction. Pattern Recognition, 31(4):419429, April 1998.
  10. J. Crespo and J. Pazos. Realidad virtual y simulación en medicina: Aspectos tecnológicos y metodológicos. In M. Belmonte, O. Coltell, V. Maojo, J. Mateu, and F. Sanz, editors, Manual de Informática Médica, pages 571-594. Editorial Menarini – Caduceo Multimedia, Barcelona, 2003. ISBN 84-933481-0-4.
  11. J. Crespo and R. Schafer. The flat zone approach and color images. In J. Serra and P. Soille, editors, Mathematical Morphology and its Applications to Image Processing, pages 8592. Kluwer, Dordrecht, 1994.
  12. J. Crespo and R. Schafer. Locality and adjacency stability constraints for morphological connected operators. Journal of Mathematical Imaging and Vision, 7(1):85102, 1997a.
  13. J. Crespo and R. Schafer. Edge-based adaptive smoothing. Optical Engineering, 36(11):30813092, November 1997b.
  14. J. Crespo, J. Serra, and R. Schafer. Theoretical aspects of morphological filters by reconstruction. Signal Processing, 47(2):201225, November 1995.
  15. J. Crespo, R. Schafer, J. Serra, C. Gratin, and F. Meyer. The flat zone approach: A general low-level region merging segmentation method. Signal Processing, 62(1):3760, 1997.
  16. J. Crespo, V. Maojo, F. Martn, J. Rodrguez, and L. Saez. Vocabularios mdicos controlados multipropsito. Informtica y Salud I+S, pages 873876, 1998a. ISSN 1579-8070.
  17. J. Crespo, R. Schafer, and V. Maojo. Image segmentation using intra-region averaging techniques. Optical Engineering, 37(4):29262936, 1998b.
  18. J. Crespo, H. Billhardt, J. Rodriguez-Pedrosa, and J. Sanandres. Methods and criteria for detecting significant regions in medical image analysis. In J. Crespo, V. Maojo, and F. Martin, editors, Medical Data Analysis, volume 2199 of Lecture Notes in Computer Science, pages 2027. Springer-Verlag, Berlin-Heidelberg, 2001.
  19. J. Crespo, V. Maojo, J. Sanandres, H. Billhardt, and A. Munoz. On the strong property of connected openclose and close-open filters. In J. Braquelaire, J.-O. Lachaud, and A. Vialard, editors, Discrete Geometry for Computer Imagery, volume 2301 of Lecture Notes in Computer Science, pages 165174. SpringerVerlag, Berlin-Heidelberg, 2002.
  20. B. Herrero, L. M. Laita, E. Roanes-Lozano, V. Maojo, L. de Ledesma, J. Crespo, and L. Laita. A symbolic computation-based expert system for Alzheimer’s disease diagnosis. In J. Calmet, B. Benhamou, O. Caprotti, L. Henocque, and V. Sorge, editors, Artificial Intelligence, Automated Reasoning, and Symbolic Computation, volume 2385 of Lecture Notes in Computer Science, pages 3850. SpringerVerlag, Berlin-Heidelberg, 2002.
  21. J. M. Iesta and J. Crespo. Principios básicos del análisis de imágenes médicas. In M. Belmonte, O. Coltell, V. Maojo, J. Mateu, and F. Sanz, editors, Manual de Informtica Mdica, pages 299-333. Editorial Menarini – Caduceo Multimedia, Barcelona, 2003. ISBN 84-933481-0-4.
  22. V. Maojo and J. Crespo. Challenges for future intelligent systems in biomedicine. Journal of Intelligent & Fuzzy Systems, 12(1):13, 2002a. ISSN 1064-1246.
  23. V. Maojo and J. Crespo. Informatica mdica y bioinformtica: Retos cientficos. In F. Martn Snchez and V. Lopez Alonso, editors, Informatica Biomedica, pages 95104. Inbiomed, 2004. ISBN 84-609-1770-3.
  24. V. Maojo, F. Martn-Sanchez, N. Ibarrola, J. Crespo, G. Lopez-Campos, D. Caja, J. M. Barreiro, and H. Billhardt. Functional definition of the infogenmed workstation: a virtual laboratory for genetic information management in clinical environments. Journal of the American Medical Informatics Association, Fall suppl., 1999. ISSN 1067-5027.
  25. V. Maojo, L. Lata, E. Roanes-Lozano, J. Crespo, and J. Rodrguez-Pedrosa. A new computerized method to verify and disseminate medical appropriateness criteria. In E. H. R. Brause, editor, Medical Data Analysis, volume 1933 of Lecture Notes in Computer Science, pages 212217. Springer-Verlag, 2000.
  26. V. Maojo, I. Iakovidis, F. Martin-Sanchez, J. Crespo, and C. Kulikowski. Medical informatics and bioinformatics: European efforts to facilitate synergy. Journal of Biomedical Informatics, 34(6):423 427, December 2001. ISSN 1532-0464.
  27. V. Maojo, F. Martn, J. Crespo, and H. Billhardt. Theory, abstraction and design in medical informatics. Methods of Information in Medicine, 41(1):4450, 2002a. ISSN 0026-1270.
  28. V. Maojo, J. A. Sanandres, H. Billhardt, and J. Crespo. Computational intelligence techniques in medical decision making: The data mining perspective. In M. Schmitt, H.-N. Teodorescu, A. J. Jain, S. A.; Jain, and L. C. Jain, editors, Computational Intelligence Processing in Medical Diagnosis, Studies in Fuzziness and Soft Computing, pages 1344. Springer-Verlag, Berlin-Heidelberg, 2002b. ISBN 3-7908-1463-6.
  29. V. Maojo, M. Garca-Remesal, H. Billhardt, J. Crespo, F. Martín-Sanchez, and A. Sousa-Pereira. A virtual approach to integrating biomedical databases and terminologies. In P. Perner, R. Brause, and H.-G. Holzhutter, editors, Medical Data Analysis, volume 2868 of Lecture Notes in Computer Science, pages 3138. Springer-Verlag Berlin Heidelberg, 2003.
  30. M. Mgueles Rico, J. Dorado de la Calle, A. Pazos Sierra, G. Bueno Garca, J. Crespo del Arco, J. Daz, J. V. Manjon Herrera, J. Pereira Loureiro, N. Pedreira, and J. R. Rabunal Dopico. Almacenamiento, procesado y análisis de imagen en un sistema de informática biomédica. Informtica y Salud I+S, pages 2224, 2004. ISSN 1579-8070.
  31. D. Perez del Rey, J. Crespo, A. Anguita, J. L. Perez Ordonez, J. Dorado, B. Gloria, F. Vicente, E. Antonio, and J. A. Heredia. Biomedical image processing integration through INBIOMED: A web services-based platform. In J. L. Oliveira, V. Maojo, F. Martin-Sanchez, and A. Sousa Pereira, editors, Lecture Notes in Computer Science (subseries Lecture Notes in Bioinformatics LNBI), volume 3745, pages 3443. Springer-Verlag, Berlin-Heidelberg, 2005.
  32. J. A. Sanandres, V. Maojo, J. Crespo, and A. Gomez. A performance comparative analysis between rule-induction algorithms and clustering-based constructive rule-induction algorithms. In S. Quaglini, P. Barahona, U.N. de Lisboa, and S. Andreassen, editors, Biological and Medical Data Analysis, volume 2101 of Lecture Notes in Computer Science (subseries Lecture Notes in Artificial Intelligence LNAI), pages 5962. Springer-Verlag, Berlin-Heidelberg, 2001.
  33. J. Sanandres-Ledesma, V. Maojo, J. Crespo, M. Garca-Remesal, and A. G. de la Camara. A performance comparative analysis between rule-induction algorithms and clustering-based constructive rule-induction algorithms. In J. Barreiro, F. Martin-Sanchez, V. Maojo, and F. Sanz, editors, Biological and Medical Data Analysis, volume 3337 of Lecture Notes in Computer Science, pages 224234. Springer-Verlag, Berlin-Heidelberg, 2004.
  34. D. Vargas-Vazquez, J. Crespo, and V. Maojo. Morphological image reconstruction with criterion from labelled markers. In I.Nystrom, G. Sanniti di Baja, and S. Svensson, editors, Discrete Geometry for Computer Imagery, volume 2886 of Lecture Notes in Computer Science, pages 475484. Springer-Verlag, Berlin-Heidelberg, 2003.
  35. J. Vidal, J. Crespo, and V. Maojo. Recursive interpolation technique for binary images based on morphological median sets. In C. Ronse, L.Najman, and E. Decenciere, editors, Computational Imaging and Vision, volume 30, pages 5362. Springer-Verlag, Dordrecht, 2005a.
  36. J. Vidal, J. Crespo, and V. Maojo. Inclusion relationships and homotopy issues in shape interpolation for binary images. In E. Andres, G. Damiand, and P. Lienhardt, editors, Lecture Notes in Computer Science, volume 3429, pages 206215. Springer-Verlag, Berlin Heidelberg, 2005b.
  1. Javier Vidal, Jose Crespo , Víctor Maojo.  “Recursive Interpolation Technique For Binary Images Based on Morphological Median Sets”.  Computational Imaging and Vision – Mathematical Morphology: 40 Years On (Eds.: C. Ronse, L. Najman, E. Decenciere) , pp. 53–62, 2005 Springer-Verlag Dordrecht, Holanda.
  2. David Pérez del Rey, Jose Crespo , Alberto Anguita, Juan Luis Pérez Ordóñez, Julián Dorado, Gloria Bueno, Vicente Feliú, Antonio Estruch, José Antonio Heredia.  “Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform”. Lecture Notes in Computer Science (Eds.: J.L. Oliveira, V. Maojo, F. Martin-Sanchez, A. Sousa Pereira) 3745 , pp. 34–43, 2005.
  3. Inés Friss de Kereki, Jose Crespo , Javier Azpiazu.  “Use of Morphisms as a Tool to Help Learning Object Oriented Concepts”.  Education for the 21st Century: Impact of ICT and Digital Resources (Eds.: D. Kumar, J. Turner) , pp. 297–301, 2006 Springer-Verlag Nueva York, EE.UU.
  4. David Pérez-Rey, Alberto Anguita, Jose Crespo .  “OntoDataClean: Ontology-Based Integration and Preprocessing of Distributed Data”.  Lecture Notes in Computer Science (Eds.: N. Maglaveras, I. Chouvarda, V. Koutkias, R.W. Brause) 4345 , pp. 262–272, 2006.
  5. Maojo, J. Crespo , G. de la Calle, J. Barreiro, M. Garcia-Remesal.  “Using Web services for Linking Genomic Data to Medical Information Systems”.  Methods of Information in Medicine 46 , pp. 484–492, 2007.
  6. Javier Vidal, Jose Crespo, Víctor Maojo.  “A Shape Interpolation Technique Based on Inclusion Relationships and Median Sets”.  Image and Vision Computing 25 , pp. 1530–1542, 2007.
  7. Martín, E. Bonsma, A. Anguita, J. Vrijnsen, M. García-Remesal, J. Crespo, M. Tsiknakis, V. Maojo.  “Data Access and Management in ACGT: Tools to Solve Syntactic and Semantic Heterogeneities Between Clinical and Image Databases”.  Lecture Notes in Computer Science (Eds.: J.-L. Hainaut et al.) 4802 , pp. 24–33, 2007.
  8. Jose Crespo , Victor Maojo.  “The Strong Property of Morphological Connected Alternated Filters”.  Journal of Mathematical Imaging and Vision 32 , pp. 251–263, 2008
  9. Victor Maojo, Miguel García-Remesal, Jose Crespo.  “Detectors could spot plagiarism in research proposals” (Letter to the Editor ).  Nature 456 , pp. 30–30, 2008.
  10. Jose Crespo .  “Levelings and Geodesic Reconstructions”.  Lecture Notes in Computer Science (Eds.: Michael H.F. Wilkinson, Jos B.T.M. Roerdink) 5720 , pp. 82–91, 2009.
  11. Jose Crespo .  “Adjacency stable connected operators and set levelings”.  Image and Vision Computing 28 , pp. 1483–1490, 2010.
  12. García-Remesal, V. Maojo, H. Billhardt, J. Crespo.  “Integration of Relational and Textual Biomedical Sources”.  Methods of Information in Medicine 49 , pp. 337–348, 2010.
  13. Miguel García-Remesal, Alejandro Cuevas, David Pérez-Rey, Luis Martín, Alberto Anguita, Diana de la Iglesia, Guillermo de la Calle, José Crespo , Víctor Maojo.  “PubDNA Finder: a web database linking full-text articles to sequences of nucleic acids”.  Bioinformatics 26 , pp. 2801–2802, 2010.
  14. Alberto Muñoz, Joaquín De Vergas, José Crespo .  “Imaging and Clinical Findings in Patients with Aberrant Course of the Cervical Internal Carotid Arteries”.  The Open Neuroimaging Journal 4 , pp. 174–181, 2010.
  15. Damián Vargas-Vázquez, Jose Crespo , Victor Maojo, Jose Gabriel RíosMoreno, Mario Trejo-Perea.  “Reconstruction with criterion from labelled markers: new approach based on the morphological watershed”.  Journal of Electronic Imaging 19 043001-, pp. 1–043001,-15 2010.
  16. Miguel García-Remesal, Alejandro Cuevas, Victoria López-Alonso, Guillermo López-Campos, Guillermo de la Calle, Diana de la Iglesia, David Pérez-Rey, José Crespo , Fernando Martín-Sánchez, Víctor Maojo.  “A method for automatically extracting infectious disease-related primers and probes from the literature”.  BMC Bioinformatics 11 , pp. 1–14, 2010.
  17. Luis Martín, Alberto Anguita, Victor Maojo, Jose Crespo.  “Integration of Omics Data for Cancer Research”.  An Omics Perspective on Cancer Research (Ed.: W.C.S. Cho) , pp. 249–266, 2010 Springer Dordrecht, Heidelberg, Londres, Nueva York.
  18. Victor Maojo, Miguel García-Remesal, Diana de la Iglesia, Jose Crespo, David Pérez-Rey, Stefano Chiesa, Martin Fritts, Casimir A. Kulikowski. “Nanoinformatics: Developing Advanced Informatics Applications for Nanomedicine”. Intracellular Delivery: Fundamentals and Applications (Ed.: A. Prokop), pp. 847–860, 2011.
  19. Raúl Alonso-Calvo, Jose Crespo, Victor Maojo, Alberto Muñoz, Miguel García-Remesal, David Pérez-Rey.Título: “Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents”. Advances on Practical Applications of Agents and Multiagent Systems (Eds.: Yves Demazeau, Michal Pechoucek, Juan M. Corchado, Javier Bajo Pérez), pp. 265–270, Springer-Verlag, 2011. 
  20. Béliz-Osorio, J. Crespo, M. García-Rojo, A. Muñoz, J. Azpiazu. “Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform”. Lecture Notes in Computer Science (Eds.: Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis). Vol. 6671, pp. 429–438, 2011.
  21. Maojo, J. Crespo, M. Garcia-Remesal, D. de la Iglesia, D. Pérez-Rey, C. Kulikowski. “Biomedical Ontologies: Toward scientific debate”. Methods of Information in Medicine. Vol. 50, pp. 203–216, 2011.
  22. de la Iglesia, V. Maojo, S. Chiesa, F. Martin-Sanchez, J. Kern, G. Potamias, J. Crespo, M. Garcia-Remesal, S. Keuchkerian, C. Kulikowski, J. A. Mitchell. “International Efforts in Nanoinformatics Research Applied to Nanomedicine”. Methods of Information in Medicine. Vol. 50, pp. 84–95, 2011.
  23. Maojo, M. Garcia-Remesal, C. Bielza, J. Crespo, D. Pérez-Rey, C. Kulikowski. “Biomedical Informatics Publications: a Global Perspective. Part I: Conferences”. Methods of Information in Medicine. Vol. 51, pp. 82–90, 2012.
    V. Maojo, M. Garcia-Remesal, C. Bielza, J. Crespo, D. Pérez-Rey, C. Kulikowski. “Biomedical Informatics Publications: a Global Perspective. Part II: Journals”. Methods of Information in Medicine. Vol. 51, pp. 131–137, 2012.
    Victor Maojo, Martin Fritts, Fernando Martin-Sanchez, Diana De la Iglesia, Raul E. Cachau, Miguel Garcia-Remesal, Jose Crespo, Joyce A. Mitchell, Alberto Anguita, Nathan Baker, Jose Maria Barreiro, Sonia E. Benitez, Guillermo De la Calle, Julio C. Facelli, Peter Ghazal, Antoine Geissbuhler, Fernando Gonzalez-Nilo, Norbert Graf, Pierre Grangeat, Isabel Hermosilla, Rada Hussein, Josipa Kern, Sabine Koch, Yannick Legre, Victoria Lopez-Alonso, Guillermo Lopez-Campos, Luciano Milanesi, Vassilis Moustakis, Cristian Munteanu, Paula Otero, Alejandro Pazos, David Perez-Rey, George Potamias, Ferran Sanz, Casimir Kulikowski. Nanoinformatics: developing new computing applications for nanomedicine”. Computing.  Vol. 94. pp. 521–539, 2012.
  24. David Perez-Rey, Ana Jimenez-Castellanos, Miguel Garcia-Remesal, Jose Crespo, Victor Maojo. “CDAPubMed: A browser extension to retrieve EHR-based biomedical literature”.  BMC Medical Informatics and Decision Making. Vol. 12, pp. 1–10, 2012.
  25. Alberto Muñoz, Isidro Mateo, Valentina Lorenzo, Jeronimo Martinez, Jose Crespo. “MR cisternography/myelography of post-traumatic spinal CSF fistulae and meningeal lesions in small animals”. Acta Radiológica. Vol. 54, pp. 569–575, 2013.
  26. Muñoz, M. Martínez-León, É. Vázquez, S. Pérez da Rosa, J. Crespo. “Intracystic gadolinium-enhanced MRI in the evaluation of residual giant-cystic craniopharyngiomas in children: report of four cases”. Journal of Neuroimaging. Vol. 24, pp. 393–398, 2014.
  27. Miguel Muñoz, Jose Crespo, Martin J. Fritts, Victor Maojo. “Towards the taxonomic categorization and recognition of nanoparticle shapes”. Nanomedicine: Nanotechnology, Biology, and Medicine. Vol. 11, pp. 457–465, 2015.
  28. Albert Moreira, Raúl Alonso-Calvo, Muñoz Alberto, Jose Crespo.Título: “Enhancing Collaborative Case Diagnoses Through Unified Medical Language SystemBased Disambiguation: A Case Study of the Zika Virus”. Telemedicine and e-Health. Vol. 23, No. 7, 2017.