Grzegorz Surówka, PhD


Computer Science

  1. G. Surówka, M. Ogorzałek, Resolution Invariant Neural Classifiers for Dermoscopy Images of Melanoma, Lecture Notes in Artificial Intelligence 10245, pp. 175–186, Springer, 2017.
  2. G. Surówka, Search for resolution invariant wavelet features of melanoma learned by a limited ANN classifier, Schedae Informaticae 25, 2017.
  3. G. Surówka, M. Ogorzałek, On Optimal Wavelet Bases for Classification of Melanoma Images Through Ensemble Learning, Lecture Notes in Artificial Intelligence 9692, pp. 655–666, Springer 2016.
  4. G. Surówka and M. Ogorzałek, On optimal wavelet bases for classification of skin lesion images through ensemble learning, Proc. WCCI 2014, Beijing.
  5. G. Surówka, P. Janik, M. Ogorzałek, P. Kanas, Dermat - the dermoscopy management system, Journal of Theoretical and Applied Computer Science 7 (4), 2013.
  6. K. Przystalski, L. Nowak, M. Ogorzalek and G. Surowka, "Applications of Neural Networks in Semantic Analysis of Skin Cancer Images", pp. 111-124, in: Human – Computer Systems Interaction: Backgrounds and Applications 2, Series: Advances in Intelligent and Soft Computing, Vol. 99, Hippe, Zdzisław S.; Kulikowski, Juliusz L.; Mroczek, Teresa (Eds.) 2012, ISBN 978-3-642-23171-1.
  7. L. Nowak, A. Alekseenko, M. Ogorzałek and G. Surówka, "Modern techniques for computer-aided melanoma diagnosis" in "Melanoma in the clinic" ed. Mandi Murph, ISBN 978-953-307-571-6, InTech, Croatia 2011.
  8. G. Surówka, "Symbolic Learning Supporting Early Diagnosis of Melanoma", Proc. EMBC 2010, Buenos Aires.
  9. A. Alekseenko, …, G, Surówka, et. al., "Cyclin D1 and D3 expression in melanocytic skin lesions", Arch. Derm. Res., 2010.
  10. M. J. Ogorzałek, G. Surówka, L. Nowak, C. Merkwirth, "New Approaches for Computer-Assisted Skin Cancer Diagnosis", 2009.
  11. G. Surówka, "Machine learning of melanotic skin lesion images", in Human-Computer Systems Interaction. Backgrounds and Applications, Advances in Intelligent and Soft Computting, Springer, 2009.
  12. M. Ogorzałek, G. Surówka, L. Nowak, Ch. Merkwirth, "Computational intelligence and image processing methods for applications in skin cancer diagnosis", chapter in Lecture Notes in Computer Science, 2009.
  13. G. Surówka, "Inductive learning of skin lesion images for early diagnosis of melanoma", Proc. WCCI 2008, Hong Kong.
  14. G. Surówka, "Supervised learning of melanocytic skin lesion images", Proc. HSI 2008, Kraków.
  15. Anna Wojas-Pelc,…,Grzegorz Surówka, "Wrażliwość na promieniowanie UVB u chorych na przewlekłe wirusowe zapalenie wątroby – badanie pilotażowe", Postępy Dermatologii i Alergologii 5, 2008.
  16. G. Surówka, K. Grzesiak-Kopeć, "Different Learning Paradigms for the Classification of Melanoid Skin Lesions Using Wavelets", Proc. of. EMBC07, Lyon.
  17. G. Surówka, Ch. Merkwirth, E. Żabińska-Płazak, A. Graca, "Wavelet based pattern recognition analysis of skin lesion images", Bio Alg. Med Syst. 2 (4) (2006) 43.
  18. J. Meus,… , G. Surówka, …, "A tabular approach to the sequence-to-structure relation in proteins (tetrapeptide representation) for de novo protein design", Med. Sci. Monit 12 (2006) BR208.


  1. A. Klimkiewicz, …, G. Surówka, …, "Collective dipole excitations in neutron-rich nuclei from 132Sn mass region, the nuclear symmetry energy and neutron skins", Acta Physica Polonica B (2009).
  2. A. Klimkiewicz, N. Paar, P. Adrich, et al., "Pygmy Dipole Strength in Exotic Nuclei and the Equation of State", NUCLEAR STRUCTURE AND DYNAMICS '09 Book Series: AIP Conference Proceedings Volume: 1165 Pages: 181-184 Published: 2009.
  3. A. Klimkiewicz, N. Paar, P. Adrich, et al., "Pygmy dipole strength and neutron skins in exotic nuclei", FRONTIERS IN NUCLEAR STRUCTURE, ASTROPHYSICS, AND REACTIONS: FINUSTAR 2 Book Series: AIP CONFERENCE PROCEEDINGS Volume: 1012 Pages: 250-254 Published: 2008.
  4. A. Klimkiewicz, …, G. Surówka, …, "Nuclear symmetry energy and neutron skins derived from pygmy dipole resonances", Phys. Rev. C 76 (2007) 051603.
  5. A. Klimkiewicz, P. Adrich, K. Boretzky, et al., "Dipole response of neutron-rich Sn isotopes", NUCLEAR PHYSICS A Volume: 788 Pages: 145C-152C DOI: 10.1016/j.nuclphysa.2007.01.075 Published: MAY 15 2007.
  6. A. Foerster, F. Uhlig, L. Boettcher, et al., "Production of K+ and of K- mesons in heavy-ion collisions from 0.6A to 2.0A GeV incident energy", PHYSICAL REVIEW C Volume: 75 Issue: 2 Article Number: 024906 DOI: 10.1103/PhysRevC.75.024906 Published: FEB 2007.
  7. W. Scheinast,…, G. Surówka,…, "First observation of in-medium effects on phase space distributions of antikaons measured in proton-nucleus collisions", Phys. Rev. Lett. 96 (2006) 072301.
  8. F. Schuemann,…, G. Surówka,…, "Low-energy cross section of the 7Be(p,g)8B solar fusion reaction from Coulomb dissociation of 8B", Phys. Rev. C 73 (2006) 015806.
  9. W. Scheinast, I. Bottcher, M. Debowski, et al., "In-medium effects on phase space distributions of antikaons measured in proton-nucleus collisions", PHYSICAL REVIEW LETTERS Volume: 96 Issue: 7 Article Number: 072301 DOI: 10.1103/PhysRevLett.96.072301 Published: FEB 24 2006.
  10. F. Uhlig ,…, G.Surówka,…, "Observation of different azimuthal emission patterns for K+ and of K- mesons in Heavy Ion Collisions at 1-2 AGeV", Phys. Rev. Lett. 95 (2005) 012301.
  11. P. Adrich, A. Klimkiewicz,…,G. Surówka,..., "Evidence for pygmy and giant dipole resonances in Sn-130 and Sn-132", Phys. Rev. Lett. 95 (2005) 132501.
  12. F. Schuemann, …, G. Surówka, ..., "Coulomb dissociation of high-energy radioactive beams: the case of B-8", Nucl. Phys. A 746 (2004) 544.
  13. A. Foerster ,…, G. Surowka,…, "First evidence for different freeze-out conditions for kaons and antikaons observed in heavy-ion collisions", Phys. Rev. Lett. 91 (2003) 152301.
  14. F. Schuemann, …, G. Surówka, ..., "Coulomb dissociation of 8B and the low-energy cross section of the 7Be(p,y)8B solar fusion reaction", Phys. Rev. C 90 (2003) 232501.
  15. I. Bottcher,…,G. Surówka,..., "First Evidence for Different Freezout Conditions for Kaons and Anti-Kaons Observed in Heavy Ion Collisions", Phys. Rev. Lett. 91 (2003) 152301.
  16. C. Sturm,...,G. Surówka,..., "Kaon and Antikaon Production in Dense Nuclear Matter", J.Phys. G 28 (2002) 1895.
  17. C. Sturm,...,G. Surówka,..., "Evidence for a Soft Nuclear Equation-of-State from Kaon Production in Heavy Ion Collisions", Phys. Rev. Lett. 86 (2001) 39.
  18. Y. Shin for the KaoS Collaboration: P. Koczoń,…, G. Surówka,…, "Kaons in dense matter: results from KaoS", J. Phys. G: Nucl. Part. Phys. 27 (2001) 275.
  19. M. Menzel,…,G. Surówka,..., "First Measurement of Antikaon Phase-Space Distributions in Nucleus-Nucleus Collisions at Subthreshold Beam Energies", Phys. Lett. B 495 (2000) 26.
  20. F. Laue,…,G. Surówka,..., "Production of Charged Pions, Kaons and Antikaons in Relativistic C+C and C+Au Collisions", Eur. Phys. J. A 9 (2000) 397.
  21. W. Scheinast for the KaoS Collaboration: P. Koczoń,…, G. Surówka,…, "Kaon and Antikaon production in Proton Nucleus Collisions", Acta Physica Polonica B 31 (2000) 2305.
  22. P. Senger for the KaoS Collaboration: P. Koczoń,…, G. Surówka,…, "Strange Mesons in Dense Nuclear Matter", Acta Physica Polonica B 31 (2000) 2313.
  23. N. Iwasa, F. Boué, G. Surówka,..., "Measurement of the Coulomb Dissociation of 8B at 254 MeV/u and the 8B Solar Neutrino Flux", Phys. Rev. Lett. 83 (1999) 2910.
  24. G. Surówka,… "Coulomb Dissociation of 8B at 254 MeV/u", Acta Physica Polonica B 30 (1999) 549.
  25. Laue,…,G. Surówka,..., "Medium Effects in Kaon and Antikaon Production in Nuclear Collisions at Subthreshold Beam Energies" , Phys. Rev. Lett. 82 (1999) 1640
  26. Iwasa, K. Summerer, F. Boue, et al., "Coulomb dissociation of B-8 at 254 MeV/u", TOURS SYMPOSIUM ON NUCLEAR PHYSICS III Book Series: AIP CONFERENCE PROCEEDINGS Issue: 425 Pages: 382-388 DOI: 10.1063/1.55163 Published: 1998.

See also

Juna Network Academy

Juna Network Academy

It is a training center in the Juniper Networks Academic Alliance project.

The project website:
Juna Website

Students Computer Laboratory

Students Computer Laboratory

It has its own website with additional information about software available. 

Laboratories website

Modern Techniques for Computer Aided Melanoma Diagnosis

Melanoma in the Clinic - Diagnosis, Management and Complications of Malignancy

Modern Techniques for Computer-Aided Melanoma Diagnosis
By Maciej Ogorzałek, Leszek Nowak, Grzegorz Surówka and Ana Alekseenko