Yixin Zhang

PhD student, Electrical and Computer Engineering, Duke University

Joined

March 2023

Names

Yixin Zhang (Preferred)

Emails

****@duke.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Electrical and Computer Engineering, Duke University (duke.edu)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Maciej A Mazurowski

2021 – 2026

Coauthor

Victor Paul Pauca

2020 – 2021

Coauthor

Sarra Alqahtani

2020 – 2021

Expertise

Deep Learning

Present

Computer Vision

Present

Medical Image Analysis

Present

Publications

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

Co-Authors