Maciej A Mazurowski

Joined

May 2021

Names

Maciej A Mazurowski (Preferred)

Emails

****@duke.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Associate Professor

Radiology/Biostatistics&Bioinformatics, Duke University (duke.edu)

2017 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Jacek M. Zurada

2005 – 2008

PhD Advisor

Georgia Tourassi

2005 – 2008

Expertise

machine learning

2008 – 2021

Publications

Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets
Nicholas Konz, Richard Osuala, Preeti Verma, Yuwen Chen, Hanxue Gu, Haoyu Dong, Yaqian Chen, Andrew Marshall, Lidia Garrucho, Kaisar Kushibar, Daniel M. Lang, Gene S. Kim, Lars J. Grimm, John M. Lewin, James s Duncan, Julia Schnabel, Oliver Diaz, Karim Lekadir, Maciej A Mazurowski
- Medical Image Analysis
- Readers: Everyone
RaD: A Metric for Medical Image Distribution Comparison in Out-of-Domain Detection and Other Applications
Nicholas Konz, Yuwen Chen, Hanxue Gu, Haoyu Dong, Yaqian Chen, Maciej A Mazurowski
- arXiv
- Readers: Everyone
Quantifying the Limits of Segment Anything Model: Analyzing Challenges in Segmenting Tree-Like and Low-Contrast Structures
Yixin Zhang, Nicholas Konz, Kevin Kramer, Maciej A Mazurowski
- arXiV
- Readers: Everyone
How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images?
Yixin Zhang, Kevin Kramer, Maciej A Mazurowski
- MIDL 2025 Poster
- Readers: Everyone
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model
Yixin Zhang, Hanxue Gu, Shen Zhao, Maciej A Mazurowski
- OpenReview Archive Direct Upload
- Readers: Everyone
Convolutional neural networks rarely learn shape for semantic segmentation
Yixin Zhang, Maciej A Mazurowski
- OpenReview Archive Direct Upload
- Readers: Everyone
Segment anything model for medical image analysis: An experimental study
Maciej A Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
Pre-processing and Compression: Understanding Hidden Representation Refinement Across Imaging Domains via Intrinsic Dimension
Nicholas Konz, Maciej A Mazurowski
- arXiv
- Readers: Everyone
The Impact of Scanner Domain Shift on Deep Learning Performance in Medical Imaging: an Experimental Study
Gregory Szumel, Brian Guo, Darui Lu, Rongze Gui, Tingyu Wang, Nicholas Konz, Maciej A Mazurowski
- arXiv
- Readers: Everyone
Pre-processing and Compression: Understanding Hidden Representation Refinement Across Imaging Domains via Intrinsic Dimension
Nicholas Konz, Maciej A Mazurowski
- SciForDL Poster
- Readers: Everyone

View all 21 publications

Co-Authors

View all 86 co-authors