Publications

On human nanoscale synaptome: morphology modeling and storage estimation

Journal paper in: journals.plos.org, 2024

Stability of Machine Learning Predictive Features Under Limited Data

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

High performance computing requirements for the calculation of a morphology model of the human whole brain at the nanoscale

Conference papers in ieeexplore.ieee.org, 2023

The impact of maternal microbial transfer on the infant gut microbiome after cesarean delivery: a systematic review 

Multifunctional, Fluorene-Based Modulator of Cholinergic and GABAergic Neurotransmission as a Novel Drug Candidate for Palliative Treatment of Alzheimer's Disease

In: Angewandte Chemie International Edition, 2024

Signature Genes Selection and Functional Analysis of Astrocytoma Phenotypes: A Comparative Study

In: www.mdpi.com, 2024

Stylometry recognizes human and LLM-generated texts in short samples

Interdyscyplinarność badań mózgu

Conference abstract, 2023

Comparative analysis of noise estimation methods in computed tomography images: Histogram analysis, L2 norm, SSIM, and CNN-based classification with ResNet50

Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for “Green” Fetal Brain Segmentation

2024

Large protein databases reveal structural complementarity and functional locality

Journal paper in: www.biorxiv.org/content, 2024

Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations

Holography-assisted simulation of brain function

Conference abstracts, 2024

A novel approach for CT image smoothing: Quaternion Bilateral Filtering for kernel conversion

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

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

Transcriptomic profiling of “brain-eating amoeba” Naegleria fowleri infection in mice: the host and the protozoa perspectives

Journal paper in: www.frontiersin.org, 2024

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

Article in journal: Movement Disorders Clinical Practice, 2025

Sensitivity analysis of closed-loop one-chamber and four-chamber models with baroreflex

Journal paper: journals.plos.org, 2024

Enhanced CT Image Reconstruction Using VMD-Based Quaternion Bilateral Filtering

Conference manuscript in Springer Nature Link, 2025

Quaternion double random phase encoding for privacy-preserving cancelable biometrics

Journal paper in: Springer Nature, 2024