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Arkadiusz Sitek

Type: Person
First name: Arkadiusz
Last name: Sitek
Publications count: 29

Publications

Multi-institutional evaluation of a deep learning model for fully automated detection of aortic aneurysms in contrast and non-contrast CT
Printed Conference manuscript

Authors: Y Xie, B Graf, P Farzam, B Baker, C Lamoureux, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning
Printed Journal article

Authors: Szymon Płotka, Karol Pustelnik, Paula Szenejko, Kinga Żebrowska, Iga Rzucidło-Szymańska, Natalia Szymecka-Samaha, Tomasz Łęgowik, Katarzyna Kosińska-Kaczyńska, Przemysław Korzeniowski, Piotr Biliński, Asma Khalil, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning
Printed Journal article

Authors: Szymon Płotka, Karol Pustelnik, Paula Szenejko, Kinga Żebrowska, Iga Rzucidło-Szymańska, Natalia Szymecka-Samaha, Tomasz Łęgowik, Katarzyna Kosińska-Kaczyńska, Przemysław Korzeniowski, Piotr Biliński, Asma Khalil, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara. I. Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome
Printed Journal article

Authors: Szymon Płotka, Tomasz Szczepański, Paula Szenejko, Przemysław Korzeniowski, Jesús Rodriguez Calvo, Asma Khalil, Alireza Shamshirsaz, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I. Sánchez, Arkadiusz Sitek

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

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

Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome
Printed Journal article

Authors: Szymon Płotka, Tomasz Szczepański, Paula Szenejko, Przemysław Korzeniowski, Jesús Rodriguez Calvo, Asma Khalil, Alireza Shamshirsaz, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I. Sánchez, 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

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

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

A comparative study of GP-based and state-of-the-art classifiers on a synthetic machine learning benchmark
Printed Conference manuscript

Authors: Patryk Orzechowski, Pawel Renc, JH Moore, Arkadiusz Sitek, J Was, Joost Wagenaar

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

Context in medical imaging: the case of focal liver lesion classification
Printed Conference manuscript

Authors: Moshe Raboh, Dana Levanony, Paul Dufort, 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

Effect of feature discretization on classification performance of explainable scoring-based machine learning model
Printed Conference manuscript

Authors: A Pajor, B Sniezynski, J Zolnierek, Arkadiusz Sitek

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

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

Vascular phenotypes in early hypertension
Printed Journal article

Authors: Eleanor Murray, Christian Delles, Patryk Orzechowski, Pawel Renc, Arkadiusz Sitek, Joost Wagenaar, Tomasz Guzik

Research groups: Medical Imaging and Robotics

Virtual Reality Simulator for Fetoscopic Spina Bifida Repair Surgery
Printed Conference manuscript

Authors: Przemysław Korzeniowski, Szymon Płotka, R. Brawura-Biskupski-Samaha, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Artificial Intelligence in PET An Industry Perspective
Printed Journal article

Authors: Arkadiusz Sitek, Sangtae Ahn, Evren Asma, Adam Chandler, Alvin Ihsani, Sven Prevrhal, Arman Rahmim, Babak Saboury, Kris Thielemans

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

Improved myocardial blood flow estimation with residual activity correction and motion correction in 18 F-flurpiridaz PET myocardial perfusion imaging
Printed Journal article

Authors: Yuka Otaki, Serge D. Van Kriekinge, Chih-Chun Wei, Paul Kavanagh, Ananya Singh, Tejas Parekh, Marcelo Di Carli, Jamshid Maddahi, Arkadiusz Sitek, Christopher Buckley, Daniel S. Berman, Piotr J. Slomka

Research groups: Medical Imaging and Robotics

Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development
Printed Journal article

Authors: Tyler J. Bradshaw, Ronald Boellaard, Joyita Dutta, Abhinav K. Jha, Paul Jacobs, Quanzheng Li, Chi Liu, Arkadiusz Sitek, Babak Saboury, Peter J.H. Scott, Piotr J. Slomka, John J. Sunderland, Richard L. Wahl, Fereshteh Yousefirizi, Sven Zuehlsdorff, Arman Rahmim, Irène Buvat

Research groups: Medical Imaging and Robotics