Publications

Displaying items 16-30 of 232 in total
Enhanced CT Image Reconstruction Using VMD-Based Quaternion Bilateral Filtering
Printed Conference manuscript

Authors: Mahmoud Nasr, Krzysztof Brzostowski, Adam Piórkowski

Research groups: Computational Neuroscience

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

Authors: Mahmoud Nasr, Adam Piórkowski, Krzysztof Brzostowski, Fathi E. Abd El-Samie

Research groups: Computational Neuroscience

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

Authors: Mahmoud Nasr, Krzysztof Brzostowski , Rafał Obuchowicz, Fathi E. Abd El-Samie, Adam Piórkowski

Research groups: Computational Neuroscience

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

Authors: Mahmoud Nasr, Krzysztof Brzostowski, Adam Piórkowski and Fathi E. Abd El-Samie

Research groups: Computational Neuroscience

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

Authors: Jurgiel Jan, Gromowski Tomasz, Król Joanna, Bomba-Opoń Dorota, Kościółek Tomasz, Wielgoś Mirosław

Research groups: Structural and Functional Genomics Group

From the synaptome to the connectome: data bigness estimation for the human connectome at the nanoscale
Printed Conference abstract

Authors: Wiesław Nowiński

Research groups: Senior Researchers

Stylometry recognizes human and LLM-generated texts in short samples
Printed Journal article

Authors: Karol Przystalski, Jan K. Argasiński, Iwona Grabska-Gradzińska, Jeremi K. Ochab

Research groups: Computational Neuroscience

RegScore: Scoring Systems for Regression Tasks
Printed Conference manuscript

Authors: Michal K Grzeszczyk, Tomasz Szczepański, Pawel Renc, Siyeop Yoon, Jerome Charton, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery
Printed Journal article

Authors: (many others)..., Szymon Płotka, Joanna Kaleta, ...(many others)

Research groups: Medical Imaging and Robotics

JointDiffusion: Joint representation learning for generative, predictive, and self-explainable AI in healthcare
Printed Journal article

Authors: Joanna Kaleta, Paweł Skierś, Jan Dubiński, Przemysław Korzeniowski, Tomasz Trzciński, Jakub M. Tomczak, Kamil Deja

Research groups: Medical Imaging and Robotics

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

Authors: Dorota Studzińska, Sabina Lichołai, Kamil Polok, Hanna Plutecka, Piotr Kica, Piotr Grazda, Maciej Chwała, Marek Sanak, Wojciech Szczeklik

Research groups: Extreme-Scale Data and Computing

GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation
Printed Conference manuscript

Authors: Tomasz Szczepański, Szymon Płotka, Michal K. Grzeszczyk, (many others), Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics

Synthetic deformylated α-helical PSMα3 as a selective inhibitor of human amyloid aggregation
Printed Journal article

Authors: Aleksandra Kalitnik, Alicja W. Wojciechowska, Jakub W. Wojciechowski, Oliwia Polańska, Przemysław Sareło, Monika Szefczyk & Małgorzata Kotulska

Research groups: Structural and Functional Genomics Group

Three-factor learning in spiking neural networks: An overview of methods and trends from a machine learning perspective
Printed Journal article

Authors: Szymon Mazurek, Jakub Caputa, Jan K. Argasiński, Maciej Wielgosz

Research groups: Computational Neuroscience, Scientific Programmers

Exploiting Graph Convolutional Networks for Insightful Classification and Explanation of Traumatic Brain Injury.
Printed Journal article

Authors: Tiziana Currieri, Joan Falcó-Roget, Elham Rostami, Salvatore Vitabile, Alessandro Crimi

Research groups: Computational Neuroscience