Michal K. Grzeszczyk

According to our database, Michal K. Grzeszczyk authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Foundation Model of Electronic Medical Records for Adaptive Risk Estimation.

Pawel Renc, Michal K. Grzeszczyk, Nassim Oufattole, Deirdre Goode, Yugang Jia, Szymon Bieganski, Matthew B. A. McDermott, Jaroslaw Was, Anthony E. Samir, Jonathan W. Cunningham, David W. Bates, Arkadiusz Sitek

CoRR, February, 2025

2024

MISS: Multiclass Interpretable Scoring Systems.

Michal K. Grzeszczyk, Tomasz Trzcinski, Arkadiusz Sitek

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Let Me DeCode You: Decoder Conditioning with Tabular Data.

Tomasz Szczepanski, Michal K. Grzeszczyk, Szymon Plotka, Arleta Adamowicz, Piotr Fudalej, Przemyslaw Korzeniowski, Tomasz Trzcinski, Arkadiusz Sitek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing.

Michal K. Grzeszczyk, Przemyslaw Korzeniowski, Samer Alabed, Andrew J. Swift, Tomasz Trzcinski, Arkadiusz Sitek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery.

Szymon Plotka, Michal K. Grzeszczyk, Robert Brawura-Biskupski-Samaha, Pawel Gutaj, Michal Lipa, Tomasz Trzcinski, Ivana Isgum, Clara I. Sánchez, Arkadiusz Sitek

Comput. Biol. Medicine, December, 2023

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.

Michal K. Grzeszczyk, Tadeusz Satlawa, Angela Lungu, Andrew J. Swift, Andrew J. Narracott, Rod Hose, Tomasz Trzcinski, Arkadiusz Sitek

CoRR, 2023

Can gamification reduce the burden of self-reporting in mHealth applications? Feasibility study using machine learning from smartwatch data to estimate cognitive load.

Michal K. Grzeszczyk, Paulina Adamczyk, Sylwia Marek, Ryszard Precikowski, Maciej Kus, M. Patrycja Lelujko, Rosmary Blanco, Tomasz Trzcinski, Arkadiusz Sitek, Maciej Malawski, Aneta Lisowska

CoRR, 2023

TabAttention: Learning Attention Conditionally on Tabular Data.

Michal K. Grzeszczyk, Szymon Plotka, Beata Rebizant, Katarzyna Kosinska-Kaczynska, Michal Lipa, Robert Brawura-Biskupski-Samaha, Przemyslaw Korzeniowski, Tomasz Trzcinski, Arkadiusz Sitek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

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

Michal K. Grzeszczyk, Anna Lisowska, Arkadiusz Sitek, Aneta Lisowska

Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, 2023

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

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

Proceedings of the Computational Science - ICCS 2023, 2023

Designing Personalised Gamification of mHealth Survey Applications.

Paulina Adamczyk, Sylwia Marek, Ryszard Precikowski, Maciej Kus, Michal K. Grzeszczyk, Maciej Malawski, Aneta Lisowska

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation.

Michal K. Grzeszczyk, Szymon Plotka, Arkadiusz Sitek

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video.

Szymon Plotka, Michal K. Grzeszczyk, Robert Brawura-Biskupski-Samaha, Pawel Gutaj, Michal Lipa, Tomasz Trzcinski, Arkadiusz Sitek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.

Michal K. Grzeszczyk, Tadeusz Satlawa, Angela Lungu, Andrew J. Swift, Andrew J. Narracott, D. Rodney Hose, Tomasz Trzcinski, Arkadiusz Sitek

Proceedings of the Computational Science - ICCS 2022, 2022