G. Surówka

Jagiellonian University — Poland

Physics and Astronomy · Physical Sciences

18h-index2.1kcitations59works0.02yr avg
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Research Topics

Nuclear physics research studies(19), Cutaneous Melanoma Detection and Management(19), AI in cancer detection(17), High-Energy Particle Collisions Research(12), Nuclear Physics and Applications(10)

Publications59 total

Dermoscopy-Specific XAI for Melanoma Recognition
Lecture notes in computer science·2025
Wavelet Feature Extraction for Dermoscopy Images by Tree-Like Wrappers
Lecture notes in computer science·2025
Transfer Learning from ImageNet to the Domain of Pigmented Nevi
Lecture notes in computer science·2023· 1 citedOpen Access
Segmentation of the melanoma lesion and its border
International Journal of Applied Mathematics and Computer Science·2022· 5 citedOpen Access
Wavelet-based logistic discriminator of dermoscopy images
Expert Systems with Applications·2020· 9 citedOpen Access
Resolution invariant wavelet features of melanoma studied by SVM classifiers
PLoS ONE·2019· 4 citedOpen Access
Naive Bayes Learning of Dermoscopy Images
Lecture notes in computer science·2019· 1 citedOpen Access
Resolution Invariant Neural Classifiers for Dermoscopy Images of Melanoma
Lecture notes in computer science·2017Open Access
Search for Resolution Invariant Wavelet Features of Melanoma Learned by a Limited ANN Classifier
Schedae Informaticae·2017· 4 citedOpen Access
Measurement of the<sup>92,93,94,100</sup>Mo(γ,n) reactions by Coulomb Dissociation
Journal of Physics Conference Series·2016· 1 citedOpen Access
On Optimal Wavelet Bases for Classification of Melanoma Images Through Ensemble Learning
Lecture notes in computer science·2016· 5 citedOpen Access
On optimal wavelet bases for classification of skin lesion images through ensemble learning
2014· 7 citedOpen Access
Measurement of the 92,93,94,100Mo(g,n) reactions by Coulomb Dissociation
arXiv (Cornell University)·2013Open Access
Dermat : the dermoscopy management system
Homo Politicus (Academy of Humanities and Economics in Lodz)·2013· 1 cited
Applications of Neural Networks in Semantic Analysis of Skin Cancer Images
Advances in intelligent and soft computing·2011· 1 citedOpen Access
Modern Techniques for Computer-Aided Melanoma Diagnosis
InTech eBooks·2011· 26 citedOpen Access
Coulomb dissociation reactions on Mo isotopes for astrophysics applications
Proceedings of 11th Symposium on Nuclei in the Cosmos — PoS(NIC XI)·2011Open Access
Symbolic learning supporting early diagnosis of melanoma
2010· 6 citedOpen Access
Cyclin D1 and D3 expression in melanocytic skin lesions
Archives of Dermatological Research·2010· 19 citedOpen Access
Semantic analysis of skin lesions using radial basis function neural networks
2010· 6 cited
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Frequent Co-authors

W. Waluś(25), A. Wagner(19), B. Kohlmeyer(17), E. Schwab(17), P. Senger(17), F. Uhlig(17), E. Grosse(16), P. Koczoń(16), H. Oeschler(16), C. Sturm(15), F. Laue(15), R. Kulessa(14), A. Förster(14), H. Geißel(13), I. Böttcher(13), K. Sümmerer(12), L. Naumann(11), Y. Shin(11), Matthias Menzel(11), Maciej Ogorzałek(11)