Maciej Mazurowski

14PUBLICATIONS
43CO-AUTHORS
Systems physiologyNatural language processingNeural networksMedical infection agents (incl. prions)Data models, storage and indexing
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Publications (14)

|Apr 20, 2026
Rethinking Pulmonary Embolism Segmentation: A Study of Current Approaches and Challenges with an Open Weight Model.

|Mar 12, 2025
Open-Weight Language Models and Retrieval-Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports: Assessment of Approaches and Parameters.

Mohamed Sobhi Jabal, Pranav Warman, Jikai Zhang

|Jan 22, 2025
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, Shen Zhao, Hanxue Gu

|Oct 10, 2023
MRI-based Deep Learning Assessment of Amyloid, Tau, and Neurodegeneration Biomarker Status across the Alzheimer Disease Spectrum.

Christopher O Lew, Longfei Zhou, Maciej A Mazurowski

|Oct 05, 2023
Duke Liver Dataset: A Publicly Available Liver MRI Dataset with Liver Segmentation Masks and Series Labels.

Jacob A Macdonald, Zhe Zhu, Brandon Konkel

|Dec 21, 2022
Deep Learning for Breast MRI Style Transfer with Limited Training Data.

Shixing Cao, Nicholas Konz, James Duncan

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Frequent Collaborators

3 joint publications

Benjamin Wildman-Tobriner

3 joint publications

Mateusz Buda

2 joint publications

Yixin Zhang

2 joint publications

Jeffrey R Petrella