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Tomasz Trzciński

Type: Person
First name: Tomasz
Last name: Trzciński
Publications count: 12

Publications

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

LumiGauss: Relightable Gaussian Splatting in the Wild
Printed Conference manuscript

Authors: Joanna Kaleta, Kacper Kania, Tomasz Trzciński, Marek Kowalski

Research groups: Medical Imaging and Robotics

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

MISS: Multiclass Interpretable Scoring Systems
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Tomasz Trzciński, Arkadiusz Sitek

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: Szymon Płotka, Michal K. Grzeszczyk, Robert Brawura-Biskupski-Samaha, Paweł Gutaj, Michał Lipa, Tomasz Trzciński, Ivana Išgum, Clara I. Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

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

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

BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video
Printed Conference manuscript

Authors: Szymon Płotka, Michal K. Grzeszczyk, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Deep learning fetal ultrasound video model match human observers in biometric measurements
Printed Journal article

Authors: Szymon Płotka, Adam Klasa, Aneta Lisowska, Joanna Seliga-Siwecka, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, T. Satława, A Lungu, A Swift, Andrew J. Narracott, R Hose, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection
Printed Conference manuscript

Authors: Tomasz Szczepański, Arkadiusz Sitek, Tomasz Trzciński, Szymon Płotka

Research groups: Medical Imaging and Robotics

FetalNet: Multi-Task Deep Learning Framework for Fetal Ultrasound Biometric Measurements
Printed Conference manuscript

Authors: Szymon Płotka, Tomasz Wlodarczyk, Adam Klasa, Michał Lipa, Arkadiusz Sitek, Tomasz Trzciński

Research groups: Medical Imaging and Robotics