Publikacje

Image-based EEG representations for convolutional neural networks: a task-dependent analysis

Aleksandra D Kawala-Sterniuk, Izabela Rejer

AIME 2026 · 2027

LEON: location embeddings from OSM neighborhoods via hexagonal graph masked autoencoders

Szymon Sołtysiak, Radosław J Małek, Jędrzej Kuśnierz, Miłosz Chojecki, Piotr Szymański, Aleksandra D Kawala-Sterniuk

ICCCI 2026 · 2027

Learning representations from 3D Gaussian splats

Julia Farganus, Krzysztof Żurawicki, Weronika Z Jakubowska, Halina Kwaśnicka, Arkadiusz Gaweł

ICCCI 2026 · 2027

Preliminary study on leveraging ensemble convolutional neural networks for robust eye movement pattern recognition via EEG systems

Jędrzej Kuśnierz, Radosław J Małek, Szymon Sołtysiak, Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Edward Jacek Gorzelanczyk

2026

Employing LLMs for improved bots detection

Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Patryk Mendon, Michał Podpora

2026

Initial study on cancer diagnosis using AI/NLP and expert system integration

Mariusz Pelc, Tomasz Kajdanowicz, Aleksandra D Kawala-Sterniuk, Sławomir Stemplewski, Waldemar Bauer

ICCS 2026 · 2026

Graphomotor performance as a quantitative marker of Alzheimer’s disease: a tablet-based case–control ROC study

Aleksandra D Kawala-Sterniuk, Edward Jacek Gorzelanczyk, Ewa Laskowska, Katarzyna Pasgreta, Piotr Kamiński, Piotr Walecki

Frontiers in Neuroscience · 2026

From chatbot to validator

Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Marek Baranowski, Piotr Rogala, Piotr Kawa, Paweł Piróg, Anna Romaniewska, Wojciech Rogala

ICAART 2026 · 2026

A Bayesian classification approach for exploring EEG band power reduction and P300 attenuation as candidate group-associated markers in alcohol use disorder: a preliminary study

Aleksandra D. Kawala-Sterniuk, Mariusz Pelc, Edward Jacek Gorzelanczyk

Algorithms · 2026

DualRAG architecture - Structured retrieval with layered knowledge models

Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Marek Baranowski

ICAART 2026 · 2026

Harnessing Few-Shot Learning Segmentation for Histopathology: A Comprehensive Practical Study

Joanna I. Szołomicka, Urszula Markowska-Kaczmar

Artificial Intelligence in Diagnostics and Imaging Technologies in Healthcare · 2026

Deep learning approaches for natural language processing

Aleksandra D Kawala-Sterniuk, Aleksandra Świetlicka, Dariusz Mikołajewski

Electronics · 2026

Exploring action selection methods in user-driven image generation

Daniil Hardzetski, Urszula Markowska-Kaczmar

ACIIDS 2026 · 2026

Local lesion generation is effective for capsule endoscopy image data augmentation in a limited data setting

Adrian Chłopowiec, Adam Chłopowiec, Krzysztof J Galus, Wojciech Cebula, Martin Tabakow

Applied Soft Computing · 2026

Initial Study on Mental Disease Detection System Using Welch Transform and Machine Learning-Based Methods

Mariusz Pelc, Kamil Adamczewski, Katarzyna M Białas, Rafał Chałupnik, Dawid Krutul, Dawid T Wolkiewicz, Aleksandra D Kawala-Sterniuk, Magda Żołubak, Dariusz Mikołajewski, Adrian Luckiewicz, Mateusz Koryciński, Waldemar Karwowski

Applied Sciences · 2026

MAGGNet: guided volumetric metal artefact synthesis for computed tomography scans

Jakub Drzewiecki, Igor Hołowacz, Bartosz Lewandowski, Filip Fit, Urszula Markowska-Kaczmar

ICCS 2026 · 2026

Cross-domain few-shot segmentation of histopathology images with Mamba

Joanna I. Szołomicka, Urszula Markowska-Kaczmar

ICCS 2026 · 2026

Braves-Cog: An integrated multimodal framework for biomarker-guided cognitive neuromodulation

Karolina Fila-Pawłowska, Joanna K Budzisz, Magdalena Kasprowicz, Marta A Rusnak, Agnieszka Kazimierska, Agnieszka M Uryga, Aleksandra D Kawala-Sterniuk, Tomasz Kajdanowicz, Joanna A Rymaszewska

2026 · 2026

Low-cost brain-computer interface for stress detection: a feasibility study using EEG and ML.NET

Rafał Chałupnik, Katarzyna M Białas, Bartosz Perz, Mariusz Pelc, Aleksandra D Kawala-Sterniuk

2026

Decision-making performance and block-wise trajectories in gambling disorder and opioid use disorder using the Iowa Gambling Task

Aleksandra D Kawala-Sterniuk, Edward Jacek Gorzelanczyk, Ewa Laskowska, Piotr Kamiński, Piotr Walecki

Brain Sciences · 2026