Search Results for author: Norbert Zolek

Found 2 papers, 0 papers with code

Performance of Machine Learning Classification in Mammography Images using BI-RADS

no code implementations14 Nov 2023 Malitha Gunawardhana, Norbert Zolek

Our findings indicate the potential for enhanced diagnostic accuracy in the field of breast imaging, providing a solid foundation for future endeavors aiming to improve the precision and reliability of CAD systems in medical imaging.

Classification Image Classification

Deep meta-learning for the selection of accurate ultrasound based breast mass classifier

no code implementations3 Nov 2022 Michal Byra, Piotr Karwat, Ivan Ryzhankow, Piotr Komorowski, Ziemowit Klimonda, Lukasz Fura, Anna Pawlowska, Norbert Zolek, Jerzy Litniewski

Standard classification methods based on handcrafted morphological and texture features have achieved good performance in breast mass differentiation in ultrasound (US).

Meta-Learning

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