Najnowsze publikacje
- Szymon Płotka, Gizem Mert, Pedro Bassi, Wenxuan Li, Zongwei Zhou, Anna Marcinkiewicz, Wiktoria Romańczyk, Jarosław Ćwikła, Łukasz Struski, Ewa Szczurek, Jacek Tabor, Arkadiusz Sitek, Anatomy-Activated Mixture-of-Experts for 3D Medical Vision-Language Pre-training, Advances in Neural Information Processing Systems [NeurIPS], (2026),
- Wenxuan Li, Pedro Bassi, Xinze Zhou, Jakob Wasserthal, Sezgin Er, Ibrahim Hamamci, Bjoern Menze, Gulhan Ertan Akan, Szymon Płotka, Jakub Prządo, Chen Qi, Yucheng Tang, Daguang Xu, Arkadiusz Sitek, Kang Wang, Yang Yang, Alan Yuille, Zongwei Zhou, CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening, Medical Image Computing and Computer-Assisted Intervention [MICCAI], (2026),
- Pedro Bassi, Wenxuan Li, Szymon Płotka, Ruby Honjol, Jakub Prządo, Xinze Zhou, Kang Wang, Yang Yang, Malte Jensen, Akshay Chaudhari, Curt Langlotz, Alan Yuille, Zongwei Zhou, Merlin Plus: A Large-Scale, Multi-Cancer, Image-Mask-Report Dataset, Medical Image Computing and Computer-Assisted Intervention [MICCAI], (2026),
- Paula Szenejko, Filip Dąbrowski, Szymon Płotka, Arkadiusz Sitek, Andrzej Agria, Joanna Witkowska, Marcin Wiecheć, Reassurance-Focused First-Trimester Euploidy Screening With Machine Learning, Prenatal Diagnosis (2026),
- Yudi Sang, Yanzhen Liu, Sutuke Yibulayimu, Yunning Wang, Benjamin D. Killeen, Ping-Cheng Ku, Mingxu Liu, Ole Johannsen, Karol Gotkowski, Maximilian Zenk, Klaus Maier-Hein, Fabian Isensee, Peiyan Yue, Yi Wang, Haidong Yu, Zhaohong Pan, Yutong He, Xiaokun Liang, Daiqi Liu, Fuxin Fan, Artur Jurgas, Andrzej Skalski, Yuxi Ma, Jing Yang, Szymon Płotka, Rafał Litka, Gang Zhu, Yingchun Song, Mathias Unberath, Mehran Armand, Dan Ruan, S. Kevin Zhou, Qiyong Cao, Chunpeng Zhao, Xinbao Wu, Yu Wang, Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-Ray: Summary of the PENGWIN 2024 Challenge, IEEE Transactions on Medical Imaging (2026),
Zainteresowania
Uczenie maszynowe, uczenie głębokie, wizja komputerowa, analiza obrazów medycznych
Szymon Płotka
stopień/tytuł doktor grupa badawcza- Group of Machine Learning Research (GMUM)
szymon.plotka@uj.edu.pl