Arkadiusz Sitek
Orcid: 0000-0002-0677-4002
According to our database1,
Arkadiusz Sitek
authored at least 40 papers
between 1999 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on cfi.lbl.gov
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Bibliography
2025
Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome.
Medical Image Anal., 2025
2024
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings.
Medical Image Anal., February, 2024
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery.
Comput. Biol. Medicine, December, 2023
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.
CoRR, 2023
Can gamification reduce the burden of self-reporting in mHealth applications? Feasibility study using machine learning from smartwatch data to estimate cognitive load.
CoRR, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, 2023
Estimation of the Impact of COVID-19 Pandemic Lockdowns on Breast Cancer Deaths and Costs in Poland Using Markovian Monte Carlo Simulation.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy.
CoRR, 2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements.
CoRR, 2022
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Multi-institutional evaluation of a deep learning model for fully automated detection of aortic aneurysms in contrast and non-contrast CT.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
Evaluation of an Automated Method to Detect Missed Focal Liver Findings In Single-Phase CT Images of The Abdomen.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection.
Proceedings of the Computational Science - ICCS 2022, 2022
Effect of Feature Discretization on Classification Performance of Explainable Scoring-Based Machine Learning Model.
Proceedings of the Computational Science - ICCS 2022, 2022
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.
Proceedings of the Computational Science - ICCS 2022, 2022
A comparative study of GP-based and state-of-the-art classifiers on a synthetic machine learning benchmark.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
2020
Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks.
IEEE J. Biomed. Health Informatics, 2020
Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax.
CoRR, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
CoRR, 2019
2017
Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2013
IEEE Trans. Medical Imaging, 2013
2011
IEEE Trans. Medical Imaging, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2006
Tomographic reconstruction using an adaptive tetrahedral mesh defined by a point cloud.
IEEE Trans. Medical Imaging, 2006
2002
Correction for ambiguous solutions in factor analysis using a penalized least squares objective.
IEEE Trans. Medical Imaging, 2002
2001
Proceedings of the Information Processing in Medical Imaging, 2001
1999
Proceedings of the Information Processing in Medical Imaging, 1999