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Michal K. Grzeszczyk

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

Publications

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

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

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

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

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

Research groups: Medical Imaging and Robotics

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

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

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

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

Authors: Michal K. Grzeszczyk, 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: 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

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

Designing Personalised Gamification of mHealth Survey Applications
Printed Conference manuscript

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

Research groups: Extreme-Scale Data and Computing, 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: Magdalena Dul, Michal K. Grzeszczyk, Ewelina Nojszewska, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

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

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

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

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

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

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

Research groups: Medical Imaging and Robotics

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

Authors: Tadeusz A. Grzeszczyk, Michal K. Grzeszczyk

Research groups: Medical Imaging and Robotics

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

Authors: Michal K. Grzeszczyk, Szymon Płotka, 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