Tampere University of Technology

TUTCRIS Research Portal

Michelangelo Paci

  1. Article › Scientific › Peer-reviewed
  2. Published

    An ensemble of classifiers based on different texture descriptors for texture classification

    Paci, M., Nanni, L. & Severi, S., Jul 2013, In : Journal of King Saud University - Science. 25, 3, p. 235-244 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors

    Nanni, L., Paci, M., Brahnam, S. & Ghidoni, S., 1 Oct 2017, In : Expert Systems with Applications. 82, p. 27-39 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Automatic detection of carotid arteries in computed tomography angiography: a proof of concept protocol

    Caetano Dos Santos, F. L., Joutsen, A., Paci, M., Salenius, J. & Eskola, H., Aug 2016, In : International Journal of Cardiovascular Imaging. 32, 8, p. 1299–1310

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Automatic optimization of an in silico model of human iPSC derived cardiomyocytes recapitulating calcium handling abnormalities

    Paci, M., Pölönen, R-P., Cori, D., Penttinen, K., Aalto-Setälä, K., Severi, S. & Hyttinen, J., 26 Jun 2018, In : Frontiers in Physiology. 9, JUN, 709.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Computational Model of Ca2+ Wave Propagation in Human Retinal Pigment Epithelial ARPE-19 Cells

    Vainio, I., Abu Khamidakh, A., Paci, M., Skottman, H., Juuti-Uusitalo, K., Hyttinen, J. & Nymark, S., 2015, In : PLoS ONE. 0128434.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Computational Models of Ventricular- and Atrial-Like Human Induced Pluripotent Stem Cell Derived Cardiomyocytes

    Paci, M., Hyttinen, J., Aalto-Setälä, K. & Severi, S., 2013, In : Annals of Biomedical Engineering. 41, 11, p. 2334-2348

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Computer vision for virus image classification

    Caetano dos Santos, F. L., Paci, M., Nanni, L., Brahnam, S. & Hyttinen, J., 2015, In : Biosystems Engineering. 138, p. 11-22 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Data augmentation approaches for improving animal audio classification

    Nanni, L., Maguolo, G. & Paci, M., 2020, In : Ecological Informatics. 57, 8 p., 101084.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem

    Nanni, L., Lumini, A., dos Santos, F. L. C., Paci, M. & Hyttinen, J., 15 Oct 2016, In : Pattern Recognition Letters. 82, p. 28-35

    Research output: Contribution to journalArticleScientificpeer-review

  11. E-pub ahead of print

    General principles for the validation of proarrhythmia risk prediction models: an extension of the CiPA In Silico strategy

    Li, Z., Mirams, G., Yoshinaga, T., Ridder, B., Han, X., Chen, J. E., Stockbridge, N. L., Wisialowski, T. A., Damiano, B., Severi, S., Morissette, P., Kowey, P. R., Holbrook, M., Smith, G., Rasmusson, R. L., Liu, M., Song, Z., Qu, Z., Leishman, D. J., Steidl‐Nichols, J., Rodriguez, B., Bueno-Orovio, A., Zhou, X., Passini, E., Edwards, A. G., Morotti, S., Ni, H., Grandi, E., Clancy, C. E., Vandenberg, J., Hill, A., Nakamura, M., Singer, T., Polonchuk, L., Greiter‐Wilke, A., Wang, K., Nave, S., Fullerton, A., Sobie, E. A., Paci, M., Tshinanu, F. M. & Strauss, D. G., 10 Nov 2019, In : CLINICAL PHARMACOLOGY AND THERAPEUTICS. 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Human-based approaches to pharmacology and cardiology: An interdisciplinary and intersectorial workshop

    Rodriguez, B., Carusi, A., Abi-Gerges, N., Ariga, R., Britton, O., Bub, G., Bueno-Orovio, A., Burton, R., Carapella, V., Cardone-Noott, L., Daniels, M., Davies, M., Dutta, S., Ghetti, A., Grau, V., Harmer, S., Kopljar, I., Lambiase, P., Lu, H. R., Lyon, A., Minchole, A., Muszkiewicz, A., Oster, J., Paci, M., Passini, E., Severi, S., Taggart, P., Tinker, A., Valentin, J-P., Varro, A., Zhou, X. & Wallman, M., 29 Nov 2015, In : Europace.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Human induced pluripotent stem cell-derived versus adult cardiomyocytes: an in silico electrophysiological study on ionic current block effects

    Paci, M., Hyttinen, J., Rodriguez, B. & Severi, S., 2015, In : British Journal of Pharmacology. p. 5147 - 5160

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Indirect immunofluorescence image classification using texture descriptors

    Nanni, L., Paci, M. & Brahnam, S., 2014, In : Expert Systems with Applications. 41, 5, p. 2463-2471 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Large-Scale Simulation of the Phenotypical Variability Induced by Loss-of-Function Long QT Mutations in Human Induced Pluripotent Stem Cell Cardiomyocytes

    Paci, M., Casini, S., Bellin, M., Hyttinen, J. & Severi, S., 2018, In : International Journal of Molecular Sciences. 19, 11

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Mathematical modelling of the action potential of human embryonic stem cell derived cardiomyocytes

    Paci, M., Sartiani, L., Del Lungo, M., Jaconi, M., Mugelli, A., Cerbai, E. & Severi, S., 28 Aug 2012, In : BioMedical Engineering Online. 11, 61.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Non-Binary Coding for Texture Descriptors in Sub-Cellular and Stem Cell Image Classification

    Paci, M., Nanni, L., Lahti, A., Aalto-Setälä, K., Hyttinen, J. & Severi, S., 2013, In : Current Bioinformatics. 8, 2, p. 208-219 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Phenotypic variability in LQT3 human induced pluripotent stem cell-derived cardiomyocytes and their response to antiarrhythmic pharmacologic therapy: An in silico approach

    Paci, M., Passini, E., Severi, S., Hyttinen, J. & Rodriguez, B., 2017, In : Heart Rhythm. 14, 11, p. 1704-1712

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Texture descriptors ensembles enable image-based classification of maturation of human stem cell-derived retinal pigmented epithelium

    Nanni, L., Paci, M., Dos Santos, F. L. C., Skottman, H., Juuti-Uusitalo, K. & Hyttinen, J., 1 Feb 2016, In : PLoS ONE. 11, 2, e0149399.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    VASIM: an automated tool for the quantification of carotid atherosclerosis by computed tomography angiography

    Caetano Dos Santos, F. L., Kolasa, M., Terada, M., Salenius, J., Eskola, H. & Paci, M., Jun 2019, In : International Journal of Cardiovascular Imaging. 35, 6, p. 1149-1159 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Meeting Abstract › Scientific › Peer-reviewed
  22. Published

    Computational model of Ca2+ wave propagation in human retinal pigment epithelium

    Vainio, I., Abu Khamidakh, A., Paci, M., Skottman, H., Juuti-Uusitalo, K., Hyttinen, J. & Nymark, S., 2013, In : Acta Ophthalmologica. 91, s252

    Research output: Contribution to journalMeeting AbstractScientificpeer-review

  23. Published

    In Silico Modeling of Human iPS Cardiomyocytes: Effect of Drugs and Comparison to Human Adult Cardiomyocytes

    Paci, M., Passini, E., Severi, S., Hyttinen, J. & Rodriguez, B., 2017, In : JOURNAL OF PHARMACOLOGICAL AND TOXICOLOGICAL METHODS. 88, p. 240-241

    Research output: Contribution to journalMeeting AbstractScientificpeer-review

  24. Chapter › Scientific › Peer-reviewed
  25. Published

    Heterogeneous ensemble of classifiers for sub-cellular image classification based on local ternary patterns

    Nanni, L., Paci, M. & Severi, S., 2014, Local Binary Patterns: New Variants and Applications. Vol. 506. p. 131-148 18 p. (Studies in Computational Intelligence; vol. 506).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  26. Published

    Review on Texture Descriptors for Image Classification

    Nanni, L., Paci, M., Caetano dos Santos, F. L., Brahnam, S. & Hyttinen, J., 2016, Computer Vision and Simulation: Methods, Applications and Technology. Nova Science Publisher

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  27. Conference contribution › Scientific › Peer-reviewed
  28. Published

    Analysis of Ion Currents Contribution to Repolarization in Human Heart Failure Using Computer Models

    Marotta, F., Paci, M., Severi, S. & Trénor, B., 2016, CASEIB 2016 Congreso Anual de la Sociedad Española de Ingeniería Biomédica.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  29. Published

    Analysis of Virus Textures in Transmission Electron Microscopy Images

    Nanni, L., Paci, M., Santos, F. L. C. D., Brahnam, S. & Hyttinen, J., 2014, Innovation in Medicine and Healthcare 2014. 2nd KES International Conference on Innovation in Medicine and Healthcare (InMed-14), 9-11 July 2014, San Sebastian, Spain. IOS Press, p. 83-91 9 p. (Studies in Health Technology and Informatics; vol. 207).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  30. Published

    A Population of In Silico Models to Face the Variability of Human Induced Pluripotent Stem Cell-derived Cardiomyocytes: the hERG Block Case Study

    Paci, M., Passini, E., Severi, S., Hyttinen, J. & Rodriguez, B., 2016, Computing in Cardiology. p. 1189-1192 4 p. (Computing in cardiology; vol. 43).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Published

    Automaticity in cardiomyocytes derived from human induced pluripotent stem cells as result of different mechanisms

    Paci, M., Severi, S. & Hyttinen, J., 2019, The International Conference in Computing in Cardiology CINC 2019: September 8-11, 2019, Singapore.. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  32. Published

    Classification of iPSC colony images using hierarchical strategies with support vector machines

    Joutsijoki, H., Rasku, J., Haponen, M., Baldin, I., Gizatdinova, Y., Paci, M., Saarikoski, J., Varpa, K., Siirtola, H., Ávalos-Salguero, J., Iltanen, K., Laurikkala, J., Penttinen, K., Hyttinen, J., Aalto-Setälä, K. & Juhola, M., 13 Jan 2015, IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIDM 2014: 2014 IEEE Symposium on Computational Intelligence and Data Mining, Proceedings. The Institute of Electrical and Electronics Engineers, Inc., p. 86-92 7 p. 7008152

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. Published

    Computational Modeling Supports Induced Pluripotent Stem Cell-derived Cardiomyocytes Reliability as a Model for Human LQT3

    Paci, M., Severi, S. & Hyttinen, J., 2014, Computing in cardiology 2014. Computing in Cardiology, p. 69-72 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  34. Published

    Computational Modelling of LQT1 in Human Induced Pluripotent Stem Cell Derived Cardiomyocytes

    Paci, M., Hyttinen, J. & Severi, S., 2013, 40th Conference on Computing in Cardiology, CINC 2013, September 22-25, 2013, Zaragoza, Spain. Computing in Cardiology. Computing in Cardiology, p. 1-4 4 p. (Computing in Cardiology; vol. 40).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. Published

    Effects of the Small Conductance Calcium-Activated Potassium Current (IsK) in Human Sinoatrial Node

    Fabbri, A., Paci, M., Hyttinen, J., Wilders, R. & Severi, S., 2017, Computing in Cardiology 2017.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  36. Published

    Evolution of the Seminal O'Hara Rudy Model to More Accurately Simulate the Electrophysiology of Human Ventricular Cardiomyocytes

    Bartolucci, C., Paci, M., Hyttinen, J., Passini, E. & Severi, S., 1 Sep 2019, 2019 Computing in Cardiology, CinC 2019. IEEE Computer Society, 9005755. (Computing in Cardiology; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    Histogram-based classification of iPSC colony images using machine learning methods

    Joutsijoki, H., Haponen, M., Baldin, I., Rasku, J., Gizatdinova, Y., Paci, M., Hyttinen, J., Aalto-Setälä, K. & Juhola, M., 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics, October 5-8, 2014, San Diego, CA, USA. Institute of Electrical and Electronics Engineers IEEE, p. 2641-2647 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. Published

    In Silico Populations Optimized on Optogenetic Recordings Predict Drug Effects in Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes

    Paci, M., Passini, E., Klimas, A., Severi, S., Hyttinen, J., Rodriguez, B. & Entcheva, E., 2018, Computing in Cardiology 2018. (Computing in Cardiology; vol. 45).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Published

    Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images

    Gizatdinova, Y., Rasku, J., Haponen, M., Joutsijoki, H., Baldin, I., Paci, M., Hyttinen, J., Aalto-Setälä, K. & Juhola, M., 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 26-30 Aug. 2014, Chicago, IL, USA. Institute of Electrical and Electronics Engineers IEEE, p. 3361-3365 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Published

    Morphological and Texture Features for HEp-2 Cells Classification

    Nanni, L., Paci, M., Santos, F. L. C. D. & Hyttinen, J., 2014, 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 24-24 August 2014, Stockholm, Sweden. Institute of Electrical and Electronics Engineers IEEE, p. 45-48 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Published

    Quantication of the ionic current contributions to alterations in the action potential repolarization by means of piecewise-linear approximation

    Paci, M., Hyttinen, J. & Severi, S., 2015, Computing in cardiology 2015. p. 145-148 4 p. (Computing in Cardiology; vol. 42).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  42. Published

    Quantification of the ionic current contributions to alterations in the action potential repolarization by means of piecewise-linear approximation

    Paci, M., Hyttinen, J. & Severi, S., 16 Feb 2016, 2015 Computing in Cardiology Conference (CinC). IEEE COMPUTER SOCIETY PRESS, Vol. 42. p. 145-148 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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