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Lukasz Zarudzki
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 9
Top Topics
Brain Tumor Segmentation
Magnetic Resonance Images
Brain Atlas
Domain Knowledge
Top Venues
BrainLes@MICCAI (2)
Comput. Biol. Medicine
Frontiers Neuroinformatics
CoRR
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Publications
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Bartosz Machura
,
Damian Kucharski
,
Oskar Bozek
,
Bartosz Eksner
,
Bartosz Kokoszka
,
Tomasz Pekala
,
Mateusz Radom
,
Marek Strzelczak
,
Lukasz Zarudzki
,
Benjamín Gutiérrez-Becker
,
Agata Krason
,
Jean Tessier
,
Jakub Nalepa
Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies.
Comput. Medical Imaging Graph.
116 (2024)
Jakub Nalepa
,
Krzysztof Kotowski
,
Bartosz Machura
,
Szymon Adamski
,
Oskar Bozek
,
Bartosz Eksner
,
Bartosz Kokoszka
,
Tomasz Pekala
,
Mateusz Radom
,
Marek Strzelczak
,
Lukasz Zarudzki
,
Agata Krason
,
Filippo Arcadu
,
Jean Tessier
Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients.
Comput. Biol. Medicine
154 (2023)
Krzysztof Kotowski
,
Damian Kucharski
,
Bartosz Machura
,
Szymon Adamski
,
Benjamín Gutiérrez-Becker
,
Agata Krason
,
Lukasz Zarudzki
,
Jean Tessier
,
Jakub Nalepa
Detecting liver cirrhosis in computed tomography scans using clinically-inspired and radiomic features.
Comput. Biol. Medicine
152 (2023)
Krzysztof Kotowski
,
Szymon Adamski
,
Bartosz Machura
,
Lukasz Zarudzki
,
Jakub Nalepa
Infusing Domain Knowledge into nnU-Nets for Segmenting Brain Tumors in MRI.
BrainLes@MICCAI
(2022)
Jakub Nalepa
,
Krzysztof Kotowski
,
Bartosz Machura
,
Szymon Adamski
,
Oskar Bozek
,
Bartosz Eksner
,
Bartosz Kokoszka
,
Tomasz Pekala
,
Mateusz Radom
,
Marek Strzelczak
,
Lukasz Zarudzki
,
Agata Krason
,
Filippo Arcadu
,
Jean Tessier
Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients.
CoRR
(2022)
Krzysztof Kotowski
,
Szymon Adamski
,
Bartosz Machura
,
Wojciech Malara
,
Lukasz Zarudzki
,
Jakub Nalepa
Federated Evaluation of nnU-Nets Enhanced with Domain Knowledge for Brain Tumor Segmentation.
BrainLes@MICCAI (2)
(2022)
Krzysztof Kotowski
,
Szymon Adamski
,
Bartosz Machura
,
Lukasz Zarudzki
,
Jakub Nalepa
Coupling nnU-Nets with Expert Knowledge for Accurate Brain Tumor Segmentation from MRI.
BrainLes@MICCAI (2)
(2021)
Damian Borys
,
Marek Kijonka
,
Krzysztof Psiuk-Maksymowicz
,
Kamil Gorczewski
,
Lukasz Zarudzki
,
Maria Sokol
,
Andrzej Swierniak
Non-parametric MRI Brain Atlas for the Polish Population.
Frontiers Neuroinformatics
15 (2021)
Krzysztof Kotowski
,
Szymon Adamski
,
Wojciech Malara
,
Bartosz Machura
,
Lukasz Zarudzki
,
Jakub Nalepa
Segmenting Brain Tumors from MRI Using Cascaded 3D U-Nets.
BrainLes@MICCAI (2)
(2020)