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Grzeszczyk, Michal K.

Type: Person
First name: Michal K.
Last name: Grzeszczyk
Publications count: 20

Publications

Segmenting the Inferior Alveolar Canal in CBCTs Volumes: The ToothFairy Challenge
Printed Journal article

Authors: Bolelli, Federico; Lumetti, Luca; Vinayahalingam, Shankeeth; Di Bartolomeo, Mattia; Pellacani, Arrigo; Marchesini, Kevin; van Nistelrooij, Niels; van Lierop, Pieter; Xi, Tong; Liu, Yusheng; Xin, Rui; Yang, Tao; Wang, Lisheng; Wang, Haoshen; Xu, Chenfan; Cui, Zhiming; Wodziński, Marek; Müller, Henning ; Kirchhoff, Yannick ; Rokuss, Maximilian R.; Maier-Hein, Klaus; Han, Jaehwan; Kim, Wan; Ahn, Hong-Gi; Szczepański, Tomasz; Grzeszczyk, Michal K.; Korzeniowski, Przemysław; Caselles-Ballester, Vicent; Burgos-Artizzu, Xavier Paolo; Carrasco, Ferran Prados; Berge, Stefaan; van Ginneken, Bram; Anesi, Alexandre; Grana, Costantino

Research groups: Medical Imaging and Robotics

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

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

Authors: Szczepański, Tomasz; Płotka, Szymon; Grzeszczyk, Michal K.; Korzeniowski, Przemysław; ...

Research groups: Medical Imaging and Robotics

Segmenting the Inferior Alveolar Canal in CBCTs Volumes: the ToothFairy Challenge
Accepted Journal article

Authors: Szczepański, Tomasz; Grzeszczyk, Michal K.; Korzeniowski, Przemysław; ...

Research groups: Medical Imaging and Robotics

TabMixer: Noninvasive Estimation of Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing
Printed Conference manuscript

Authors: Grzeszczyk, Michal K.; Korzeniowski, Przemysław; ...

Research groups: Medical Imaging and Robotics

Let Me DeCode You: Decoder Conditioning with Tabular Data
Printed Conference manuscript

Authors: Szczepański, Tomasz; Grzeszczyk, Michal K.; Płotka, Szymon; Korzeniowski, Przemysław; ...

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

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results
Printed Journal article

Authors: Payette, Kelly; Steger, Céline; Licandro, Roxane; de Dumast, Priscille; Li, Hongwei Bran; Barkovich, Matthew; Li, Liu; Dannecker, Maik; Chen, Chen; Ouyang, Cheng; McConnell, Niccolò; Miron, Alina; Li, Yongmin; Uus, Alena; Grigorescu, Irina; Gilliland, Paula Ramirez; Siddiquee, Md Mahfuzur Rahman; Xu, Daguang; Myronenko, Andriy; Wang, Haoyu; Huang, Ziyan; Ye, Jin; Alenyà, Mireia; Comte, Valentin; Camara, Oscar; Masson, Jean-Baptiste; Nilsson, Astrid; Godard, Charlotte; Mazher, Moona; Qayyum, Abdul; Gao, Yibo; Zhou, Hangqi; Gao, Shangqi; Fu, Jia; Dong, Guiming; Wang, Guotai; Rieu, ZunHyan; Yang, HyeonSik; Lee, Minwoo; Płotka, Szymon; Grzeszczyk, Michal K.; Sitek, Arkadiusz; Daza, Luisa Vargas; Usma, Santiago; Arbelaez, Pablo; Lu, Wenying; Zhang, Wenhao; Liang, Jing; Valabregue, Romain; Joshi, Anand A.; Nayak, Krishna N.; Leahy, Richard M.; Wilhelmi, Luca; Dändliker, Aline; Ji, Hui; Gennari, Antonio G.; Jakovčić, Anton; Klaić, Melita; Adžić, Ana; Marković, Pavel; Grabarić, Gracia; Kasprian, Gregor; Dovjak, Gregor; Rados, Milan; Vasung, Lana; Cuadra, Meritxell Bach; Jakab, Andras

Research groups: Medical Imaging and Robotics

Designing Personalised Gamification of mHealth Survey Applications
Printed Conference manuscript

Authors: Adamczyk, Paulina; Marek, Sylwia; Pręcikowski, Ryszard; Kuś, Maciej; Grzeszczyk, Michal K.; Malawski, Maciej; Lisowska, Aneta

Research groups: Extreme-Scale Data and Computing, 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

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

Authors: Grzeszczyk, Michal K.; Sitek, Arkadiusz; Lisowska, Aneta

Research groups: Medical Imaging and Robotics

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

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: Dul, Magdalena; Grzeszczyk, Michal K.; Nojszewska, Ewelina; 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

Cell image augmentation for classification task using GANs on Pap Smear Dataset
Printed Journal article

Authors: Zak, Jakub; Grzeszczyk, Michal K.; Pater, Antonina; Roszkowiak, Lukasz; Siemion, Krzysztof; Korzynska, Anna

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

Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation
Printed Conference manuscript

Authors: Grzeszczyk, Michal K.; Płotka, Szymon; Sitek, Arkadiusz

Research groups: Medical Imaging and Robotics

Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns
Printed Journal article

Authors: Sitek, Arkadiusz; Seliga-Siwecka, Joanna; Płotka, Szymon; Grzeszczyk, Michal K.; Seliga, Szymon; Włodarczyk, Krzysztof; Bokiniec, Renata

Research groups: Medical Imaging and Robotics

Justifying Short-Term Load Forecasts Obtained with the Use of Neural Models
Printed Journal article

Authors: Grzeszczyk, Tadeusz A.; Grzeszczyk, Michal K.

Research groups: Medical Imaging and Robotics