Agata M. Wijata

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Magnetic Resonance Imaging

Ultrasound Images

Top Venues

Publications

Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa
Selecting Image Features for Biopsy Needle Detection in Ultrasound Images Using Genetic Algorithms. GECCO Companion (2024)
Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa
Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. ICPRAM (2024)
Lukasz Tulczyjew, Michal Przewozniczek, Renato Tinós, Agata M. Wijata, Jakub Nalepa
CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs. GECCO (2024)
Vladimir Zaigrajew, Hubert Baniecki, Lukasz Tulczyjew, Agata M. Wijata, Jakub Nalepa, Nicolas Longépé, Przemyslaw Biecek
Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI. CoRR (2024)
Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa
Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. ICCS (2) (2023)
Agata M. Wijata, Jakub Nalepa
Machine Learning Detects a Biopsy Needle in Ultrasound Images. ICIP (2023)
Rafal Dubel, Agata M. Wijata, Jakub Nalepa
On the Impact of Noisy Labels on Supervised Classification Models. ICCS (2) (2023)
Agata M. Wijata, Michel-François Foulon, Yves Bobichon, Nicolas Longépé, Roberto Camarero, Raffaele Vitulli, Marco Celesti, Gianluigi Di Cosimo, Ferran Gascon, Jens Nieke, Jakub Nalepa
Toward On-Board Methane Detection in Hyperspectral Images. IGARSS (2023)
Michal Gumiela, Alicja Musial, Agata M. Wijata, Dawid Lazaj, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Jakub Nalepa
Benchmarking Space-Based Data Center Architectures. IGARSS (2023)
Agata M. Wijata, Jakub Nalepa
Unbiased Validation of the Algorithms for Automatic Needle Localization in Ultrasound-Guided Breast Biopsies. ICIP (2022)
Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa
Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results. Remote. Sens. 14 (21) (2022)
Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka
Evaluation of Methods for Volume Estimation of Chronic Wounds. ITIB (2019)
Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka
An Automatic Method of Chronic Wounds Segmentation in Multimodal Images. ITIB (2019)
Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata
Prediction of menarcheal status of girls using voice features. Comput. Biol. Medicine 100 (2018)
Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel
Longitudinal Voice Study (LoVoiS) Methodology and Preliminary Research Results. ITIB (1) (2016)
Andrzej W. Mitas, Anna M. Lipowicz, Agata M. Wijata, Maria J. Bienkowska
Impact of Music on the Effectiveness of Performing Mathematical-Logical Tasks. ITIB (1) (2016)
Anna M. Lipowicz, Andrzej W. Mitas, Marcin D. Bugdol, Monika N. Bugdol, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel
Pre and Post Menarche - Girls' Bodies Parameters Comparison. ITIB (1) (2016)