Publications

Displaying items 106-120 of 205 in total
Longitudinal Gray Matter Trajectories in Pediatric Mild Traumatic Brain Injury
Printed Journal article

Authors: Ashley Ware, Catherine Lebel, Adrian Onicas et al

Research groups: Computational Neuroscience

Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Paulina Adamczyk, Sylwia Marek, Ryszard Pręcikowski, Maciej Kuś, M. Patrycja Lelujko, Rosmary Blanco, Tomasz Trzciński, Arkadiusz Sitek, Maciej Malawski, Aneta Lisowska

Research groups: Medical Imaging and Robotics, Extreme-Scale Data and Computing

3D reconstructions of brain from MRI scans using neural radiance fields
Printed Conference manuscript

Authors: Khadija Iddrisu, Sylwia Malec, Alessandro Crimi

Research groups: Computational Neuroscience

Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings?
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Anna Lisowka, Arkadiusz Sitek, Aneta Lisowska

Research groups: Medical Imaging and Robotics

Style transfer between microscopy and magnetic resonance imaging via generative adversarial network in small sample size settings
Printed Conference manuscript

Authors: Monika Pytlarz, Adrian Onicas, Alessandro Crimi

Research groups: Computational Neuroscience

TabAttention: Learning Attention Conditionally on Tabular Data
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Szymon Płotka, Beata Rebizant, Katarzyna Kosińska-Kaczyńska, Michał Lipa, Robert Brawura-Biskupski-Samaha, Przemysław Korzeniowski, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores
Printed Conference manuscript

Authors: Maciej Besta, Robert Gerstenberger, Marc Fischer, Michał Podstawski, Jürgen Müller, Nils Blach, Berke Egeli, George Mitenkov, Wojciech Chlapek, Marek Michalewicz, Torsten Hoefler

Research groups: Senior Researchers

Minimal data requirement for realistic endoscopic image generation with Stable Diffusion
Printed Journal article

Authors: Joanna Kaleta, Diego Dall’Alba, Szymon Płotka, Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics

BabyNet++: Fetal Birth Weight Prediction using Biometry Multimodal Data Acquired Less Than 24 Hours Before Delivery
Printed Journal article

Authors: Plotka, Grzeszczyk, Brawura-Biskupski-Samaha, Gutaj, Lipa, Trzcinski, Isgum, Sanchez, Sitek

Research groups: Medical Imaging and Robotics

Optimization of escape kinetics by reflecting and resetting
Printed Journal article

Authors: Karol Capała, Bartłomiej Dybiec

Research groups: Computational Intelligence

Resting State Brain Connectivity analysis from EEG and FNIRS signals
Printed Conference manuscript

Authors: R.Blanco, C. Koba, A. Crimi

Research groups: Computational Neuroscience

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

Authors: Magdalena Dul, Michal K. Grzeszczyk, Ewelina Nojszewska, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Serverless Approach to Sensitivity Analysis of Computational Models
Printed Conference manuscript

Authors: Piotr Kica, Magdalena Otta, Krzysztof Czechowicz, Karol Zając, Piotr Nowakowski, Andrew Narracott, Ian Halliday, Maciej Malawski

Research groups: Extreme-Scale Data and Computing, Scientific Programmers

Automated glioma multiclass tumor classification
Printed Conference manuscript

Authors: Monika Pytlarz, Kamil Wojnicki, Paulina Pilanc, Bożena Kamińska, Alessandro Crimi

Research groups: Computational Neuroscience

Mining Literature-Based Knowledge Graph for Predicting Combination Therapeutics: A COVID-19 Use Case
Printed Conference manuscript

Authors: Ahmed Abdeen Hamed, Jakub Jonczyk, Mohammad Zaiyan Alam, Ewa Deelman, Byung Suk Lee

Research groups: other