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Trzciński, Tomasz

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

Publications

RegScore: Scoring Systems for Regression Tasks
Printed Conference manuscript

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

LumiGauss: Relightable Gaussian Splatting in the Wild
Printed Conference manuscript

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

Research groups: Medical Imaging and Robotics

MISS: Multiclass Interpretable Scoring Systems
Printed Conference manuscript

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

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

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

TabAttention: Learning Attention Conditionally on Tabular Data
Printed Conference manuscript

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics