Publications

Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning

Article in journal: American Journal of Obstetrics & Gynecology MFM, 2025

FF-SRL: High Performance GPU-Based Surgical Simulation For Robot Learning

In: https://arxiv.org, 2025

Reshaped functional connectivity gradients in acute ischemic stroke

article in journal: Elsevier - NeuroImage: Clinical, 2025

Stability of Machine Learning Predictive Features Under Limited Data

Journal paper in: IEEE Transactions on Knowledge and Data Engineering, 2025

Stylometry recognizes human and LLM-generated texts in short samples

Artificial Intelligence Predicts GBA1 Mutated Status in Parkinson's Disease Patients

Article in journal: Movement Disorders Clinical Practice, 2025

Affordable Virtual Reality Simulation for Robotic Surgery: Preliminary Usability and Educational Evaluation

Conference abstract: Hamlyn Symposium on Medical Robotics 2025, 2025

Role of miR-21-5p in the pathogenesis of abdominal aortic aneurysm regarding the Th17 pathway

Journal article: IJC Heart & Vasculature, Published by: Elsevier, 2025

Serverless Approach to Running Resource-Intensive STAR Aligner

Conference manuscript: CCGrid2025, 2025

Accelerating Cloud-Based Transcriptomics: Performance Analysis and Optimization of the STAR Aligner Workflow

Conference manuscript: 25th International Conference on Computational Science, 2025

Effects of data transformation and model selection on feature importance in microbiome classification data

Journal paper in: Springer Nature - BioMed Central, 2025

Analysis of Index Access Pattern in STAR RNA-seq Aligner

Conference abstract: Seventeenth ACC Cyfronet AGH HPC Users’ Conference (KUKDM 2025), 2025

End-to-end Stroke Imaging Analysis using Effective Connectivity and Interpretable Artificial intelligence

Conference abstract in: https://ieeexplore.ieee.org , 2025

Enhanced CT Image Reconstruction Using VMD-Based Quaternion Bilateral Filtering

Conference manuscript in Springer Nature Link, 2025

Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome

Inarticle in journal: Medical Image Analysis, 2025

Denoising of CT and MRI Images Using Decomposition-Based Curvelet Thresholding and Classical Filtering Techniques

Published in MDPI, 2025

LumiGauss: Relightable Gaussian Splatting in the Wild

conference manuscript: https://arxiv.org/abs/2408.04474, 2025

Cancelable biometric authentication leveraging empirical mode decomposition and quaternion representations for IoT security

article in journal: scientific reports – the publisher Springer Nature, 2025

Differential involvement of neurotransmitter pathways in AD, bvFTD and MCI: Whole-brain MRI analysis

Article in journal: Neurobiology of Disease, 2025

Estimation of the Impact of COVID-19 Pandemic Lockdowns on Breast Cancer Deaths and Costs in Poland using Markovian Monte Carlo Simulation 

In: International Conference on Computational Science, 2023.