Harnessing Few-Shot Learning Segmentation for Histopathology: A Comprehensive Practical Study
JI Szołomicka, U Markowska-Kaczmar
Artificial Intelligence in Diagnostics and Imaging Technologies in Healthcare 67–89
2026
Joanna Szołomicka
PhD Student
Research groups
Publications8
Cross-domain few-shot segmentation of histopathology images with Mamba
JI Szołomicka, U Markowska-Kaczmar
ICCS 2026 228–241
2026
Masticatory organ dysfunction recognition based on multimodal information
U Markowska-Kaczmar, M Wawrzyniak, K Szymończyk, JI Szołomicka, J Pyka, K Kulawiec, …
Engineering Applications of Artificial Intelligence 144, 1–20
2025
An overview of few-shot learning methods in analysis of histopathological images
JI Szołomicka, U Markowska-Kaczmar
Advances in smart healthcare paradigms and applications 1, 87–113 · Cited by 2
2023
MultiAspectEmo: multilingual and language-agnostic aspect-based sentiment analysis
JI Szołomicka, J Kocoń
22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida 443–450 · Cited by 8
2022
Multi-model analysis of language-agnostic sentiment classification on MultiEmo data
PD Miłkowski, M Gruza, P Kazienko, JI Szołomicka, SJ Woźniak, J Kocoń
ICCCI 2022 163–175 · Cited by 4
2022
MultiEmo: language-agnostic sentiment analysis
PD Miłkowski, M Gruza, P Kazienko, JI Szołomicka, SJ Woźniak, J Kocoń
ICCS 2022 72–79 · Cited by 5
2022
Neuro-symbolic models for sentiment analysis
J Kocoń, J Baran, M Gruza, A Janz, M Kajstura, P Kazienko, …, M Piasecki, …
ICCS 2022 667–681 · Cited by 25
2022