Krzysztof Kotowski

According to our database, Krzysztof Kotowski authored at least 20 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The OPS-SAT benchmark for detecting anomalies in satellite telemetry.

Bogdan Ruszczak, Krzysztof Kotowski, David Evans, Jakub Nalepa

CoRR, 2024

European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry.

Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski, Bogdan Ruszczak, Jakub Nalepa, Daniel Lakey, Peter Collins, Aybike Kolmas, Mauro Bartesaghi, Jose Martinez-Heras, Gabriele De Canio

CoRR, 2024

Protein intrinsic disorder prediction using Attention U-Net and ProtTrans protein language model.

Krzysztof Kotowski, Irena Roterman, Katarzyna Stapor

CoRR, 2024

Automated Hepatocellular Carcinoma Analysis in Multi-phase CT with Deep Learning.

Krzysztof Kotowski, Bartosz Machura, Damian Kucharski, Benjamín Gutiérrez-Becker, Agata Krason, Jean Tessier, Jakub Nalepa

Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

2023

OXI: An online tool for visualization and annotation of satellite time series data.

Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Christoph Haskamp, Jakub Nalepa

SoftwareX, July, 2023

Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients.

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

Comput. Biol. Medicine, March, 2023

Detecting liver cirrhosis in computed tomography scans using clinically-inspired and radiomic features.

Krzysztof Kotowski, Damian Kucharski, Bartosz Machura, Szymon Adamski, Benjamín Gutiérrez-Becker, Agata Krason, Lukasz Zarudzki, Jean Tessier, Jakub Nalepa

Comput. Biol. Medicine, 2023

The importance of ocular artifact removal in single-trial ERP analysis: The case of the N250 in face learning.

Krzysztof Kotowski, Jeremi K. Ochab, Katarzyna Stapor, Werner Sommer

Biomed. Signal Process. Control., 2023

Machine Learning Detects Anomalies in OPS-SAT Telemetry.

Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Alicja Musial, David Evans, Vladimir Zelenevskiy, Sam Bammens, Rodrigo Laurinovics, Jakub Nalepa

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Segmenting pediatric optic pathway gliomas from MRI using deep learning.

Jakub Nalepa, Szymon Adamski, Krzysztof Kotowski, Sylwia Chelstowska, Magdalena Machnikowska-Sokolowska, Oskar Bozek, Agata Wisz, Elzbieta Jurkiewicz

Comput. Biol. Medicine, 2022

Lightweight ProteinUnet2 network for protein secondary structure prediction: a step towards proper evaluation.

Katarzyna Stapor, Krzysztof Kotowski, Tomasz Smolarczyk, Irena Roterman

BMC Bioinform., 2022

Robustifying Automatic Assessment of Brain Tumor Progression from MRI.

Krzysztof Kotowski, Bartosz Machura, Jakub Nalepa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

Infusing Domain Knowledge into nnU-Nets for Segmenting Brain Tumors in MRI.

Krzysztof Kotowski, Szymon Adamski, Bartosz Machura, Lukasz Zarudzki, Jakub Nalepa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

Federated Evaluation of nnU-Nets Enhanced with Domain Knowledge for Brain Tumor Segmentation.

Krzysztof Kotowski, Szymon Adamski, Bartosz Machura, Wojciech Malara, Lukasz Zarudzki, Jakub Nalepa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

2021

ProteinUnet - An efficient alternative to SPIDER3-single for sequence-based prediction of protein secondary structures.

Krzysztof Kotowski, Tomasz Smolarczyk, Irena Roterman-Konieczna, Katarzyna Stapor

J. Comput. Chem., 2021

Coupling nnU-Nets with Expert Knowledge for Accurate Brain Tumor Segmentation from MRI.

Krzysztof Kotowski, Szymon Adamski, Bartosz Machura, Lukasz Zarudzki, Jakub Nalepa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.

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

Artif. Intell. Medicine, 2020

Segmenting Brain Tumors from MRI Using Cascaded 3D U-Nets.

Krzysztof Kotowski, Szymon Adamski, Wojciech Malara, Bartosz Machura, Lukasz Zarudzki, Jakub Nalepa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Detection and Segmentation of Brain Tumors from MRI Using U-Nets.

Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

Deep Learning Features for Face Age Estimation: Better Than Human?

Krzysztof Kotowski, Katarzyna Stapor

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018