| Selected publications |
|---|
| 1 | Article 2024
Michał P Karol, Łukasz Fuławka, | Deep learning for cancer cell detection: do we need dedicated models?. Artificial Intelligence Review. 2024, vol. 57, art. 53, s. 1-36. ISSN: 0269-2821; 1573-7462 | | Resources:DOIURLSFX |     |
|
| 2 | Article 2023
Krzysztof J Galus, Adam Chłopowiec, Adrian Chłopowiec, Konrad Karanowski, | Synthetic data generation for morphological analyses of histopathology images with deep learning models. Vietnam Journal of Computer Science. 2023, vol. 10, nr 3, s. 373-389. ISSN: 2196-8888; 2196-8896 | | Resources:DOIURLSFX | |
|
| 3 | Article 2023
Adam Chłopowiec, Konrad Karanowski, Tomasz Skrzypczak, Mateusz Grzesiuk, Adrian Chłopowiec, | Counteracting data bias and class imbalance—towards a useful and reliable retinal disease recognition system. Diagnostics. 2023, vol. 13, nr 11, nr art. 1904, s. 1-16. ISSN: 2075-4418 | | Resources:DOIURLSFX | |
|
| 4 | Article 2023
Adrian Chłopowiec, Adam Chłopowiec, | A novel classification method using the Takagi–Sugeno model and a type-2 fuzzy rule induction approach. Applied Sciences. 2023, vol. 13, nr 9, art. 5279, s. 1-17. ISSN: 2076-3417 | | Resources:DOIURLSFX | |
|
| 5 | Proceeding paper 2022
Konrad Karanowski, Adam Chłopowiec, Adrian Chłopowiec, Mikolaj Kasperek, | Data augmentation for morphological analysis of histopathological images using deep learning. W: Computational Collective Intelligence : 14th International Conference, ICCCI 2022, Hammamet, Tunisia, September 28-30, 2022 : proceedings / eds. Ngoc Thanh Nguyen [i in.]. Cham : Springer, cop. 2022. s. 95-105. ISBN: 978-3-031-16013-4; 978-3-031-16014-1 | | Resources:DOIURLSFX | |
|
| 6 | Article 2022
Łukasz Fuławka, Jakub Błaszczyk, Agnieszka Hałoń, | Assessment of Ki-67 proliferation index with deep learning in DCIS (ductal carcinoma in situ). Scientific Reports. 2022, vol. 12, art. 3166, s. 1-12. ISSN: 2045-2322 | | Resources:DOIURLSFX | |
|
| 7 | Proceeding paper 2021
Konrad Karanowski, Krzysztof J Galus, | Morphological analysis of histopathological images using deep learning. W: Advances in Computational Collective Intelligence : 13th International Conference, ICCCI 2021, Kallithea, Rhodes, Greece, September 29 - October 1, 2021 : proceedings / eds. Krystian Wojtkiewicz [i in.]. Cham : Springer, cop. 2021. s. 134-145. ISBN: 978-3-030-88112-2; 978-3-030-88113-9 | | Resources:DOISFX | |
|
| 8 | Article 2021
Adrian Chłopowiec, Adam Chłopowiec, Adam Dłubak, | Classification with fuzzification optimization combining fuzzy information systems and type-2 fuzzy inference. Applied Sciences. 2021, vol. 11, nr 8, art. 3484, s. 1-18. ISSN: 2076-3417 | | Resources:DOISFX | |
|
| 9 | Proceeding paper 2020
| A New Region Growing Medical Image Segmentation Algorithm Based on Interval Type-2 Fuzzy Sets. W: Web, Artificial Intelligence and Network Applications : proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications (WAINA-2020) / eds. Leonard Barolli [i in.]. Cham : Springer, cop. 2020. s. 1330-1340. ISBN: 978-3-030-44037-4; 978-3-030-44038-1 | | Resources:DOISFX | |
|
| 10 | Article 2019
| A new reasoning approach combining information systems and interval type-2 fuzzy sets. Journal of Intelligent & Fuzzy Systems. 2019, vol. 37, nr 6, s. 7619-7630. ISSN: 1064-1246; 1875-8967 | | Resources:DOISFX | |
|