Education
BS, Automatics and Robotics, AGH University of Krakow, 2017
Titles and Appointments
Research Assistant/Doctoral Researcher
Address
HITS Building
410 W 10th Street
Indianapolis, IN 46202
Research Keywords
Digital pathology, medical image segmentation, computer vision
Links
Google Scholar
ResearchGate
OrcID
LinkedIn
Twitter
GitHub
Research Summary/Bio
Sylwia is a doctoral researcher in the Division of Computational Pathology, focusing on image processing for digital pathology. Prior to joining IU School of Medicine, she gained industry experience as a machine learning engineer at Motorola Solutions, where she developed computer vision solutions for public safety. Following that, her interests shifted to medical imaging, and she amassed research experience at the Sano Centre for Computational Medicine, which led to publications in ICAISC and ICCS.
Featured publications (journals, conferences, abstracts)
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Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi, ‘Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for “Green” Fetal Brain Segmentation’, International Conference on Computational Science 2024, DOI: 10.1007/978-3-031-63772-8_5
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Khadija Iddrisu, Sylwia Malec, & Alessandro Crimi, ‘3D Reconstructions of Brain from MRI Scans Using Neural Radiance Fields’, International Conference on Artificial Intelligence and Soft Computing 2023, DOI: 10.1007/978-3-031-42508-0_19