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ORCIDKrzysztof Kotowski
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2020 – today
- 2025
[j9]Krzysztof Kotowski, Irena Roterman, Katarzyna Stapor:
DisorderUnetLM: Validating ProteinUnet for efficient protein intrinsic disorder prediction. Comput. Biol. Medicine 185: 109586 (2025)- 2024
- [c9]Krzysztof Kotowski, Bartosz Machura, Damian Kucharski, Benjamín Gutiérrez-Becker, Agata Krason, Jean Tessier, Jakub Nalepa:
Automated Hepatocellular Carcinoma Analysis in Multi-phase CT with Deep Learning. CaPTion@MICCAI 2024: 93-103 - [i4]Krzysztof Kotowski, Irena Roterman, Katarzyna Stapor:
Protein intrinsic disorder prediction using Attention U-Net and ProtTrans protein language model. CoRR abs/2404.08108 (2024) - [i3]Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski, Bogdan Ruszczak, Jakub Nalepa, Daniel Lakey
, Peter Collins, Aybike Kolmas, Mauro Bartesaghi, Jose Martinez-Heras, Gabriele De Canio:
European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry. CoRR abs/2406.17826 (2024) - [i2]Bogdan Ruszczak, Krzysztof Kotowski, David Evans, Jakub Nalepa:
The OPS-SAT benchmark for detecting anomalies in satellite telemetry. CoRR abs/2407.04730 (2024) - 2023
- [j8]Krzysztof Kotowski, Jeremi K. Ochab, Katarzyna Stapor, Werner Sommer:
The importance of ocular artifact removal in single-trial ERP analysis: The case of the N250 in face learning. Biomed. Signal Process. Control. 79(Part): 104115 (2023) - [j7]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: 106378 (2023) - [j6]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: 106603 (2023) - [j5]Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Christoph Haskamp, Jakub Nalepa:
OXI: An online tool for visualization and annotation of satellite time series data. SoftwareX 23: 101476 (2023) - [c8]Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Alicja Musial, David Evans, Vladimir Zelenevskiy, Sam Bammens, Rodrigo Laurinovics, Jakub Nalepa:
Machine Learning Detects Anomalies in OPS-SAT Telemetry. ICCS (1) 2023: 295-306 - 2022
- [j4]Katarzyna Stapor, Krzysztof Kotowski, Tomasz Smolarczyk, Irena Roterman:
Lightweight ProteinUnet2 network for protein secondary structure prediction: a step towards proper evaluation. BMC Bioinform. 23(1): 100 (2022) - [j3]Jakub Nalepa, Szymon Adamski, Krzysztof Kotowski, Sylwia Chelstowska, Magdalena Machnikowska-Sokolowska, Oskar Bozek, Agata Wisz, Elzbieta Jurkiewicz:
Segmenting pediatric optic pathway gliomas from MRI using deep learning. Comput. Biol. Medicine 142: 105237 (2022) - [c7]Krzysztof Kotowski, Bartosz Machura, Jakub Nalepa:
Robustifying Automatic Assessment of Brain Tumor Progression from MRI. BrainLes@MICCAI 2022: 90-101 - [c6]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: 186-194 - [c5]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: 218-227 - [i1]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 abs/2209.01402 (2022) - 2021
- [j2]Krzysztof Kotowski, Tomasz Smolarczyk, Irena Roterman-Konieczna, Katarzyna Stapor:
ProteinUnet - An efficient alternative to SPIDER3-single for sequence-based prediction of protein secondary structures. J. Comput. Chem. 42(1): 50-59 (2021) - [c4]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: 197-209 - 2020
- [j1]Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Krzysztof Kotowski, Izabela Burda, Bartosz Machura, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball:
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. Artif. Intell. Medicine 102: 101769 (2020) - [c3]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: 265-277
2010 – 2019
- 2019
- [c2]Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik:
Detection and Segmentation of Brain Tumors from MRI Using U-Nets. BrainLes@MICCAI (2) 2019: 179-190 - 2018
- [c1]Krzysztof Kotowski, Katarzyna Stapor:
Deep Learning Features for Face Age Estimation: Better Than Human? BDAS 2018: 376-389
Coauthor Index
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last updated on 2025-02-15 01:19 CET by the dblp team
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