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Sitek, Arkadiusz

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

Publications

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

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

Research groups: Medical Imaging and Robotics

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

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

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

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

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

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

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

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

Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings (old title: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy)
Printed Journal article

Authors: Płotka, Szymon; Lisowska, Aneta; 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

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

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

Authors: Raboh, Moshe; Levanony, Dana; Dufort, Paul; Sitek, Arkadiusz

Research groups: Medical Imaging and Robotics

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

Authors: Pajor, A; Sniezynski, B; Zolnierek, J; 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

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

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

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

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

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

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

Vascular phenotypes in early hypertension
Printed Journal article

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

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

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

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

Research groups: Medical Imaging and Robotics

Artificial Intelligence in PET An Industry Perspective
Printed Journal article

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

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

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