Using Text To Teach Image Retrieval. - Haoyu Dong 003; Ze Wang 008; Qiang Qiu 001; Guillermo Sapiro (CVPR Workshops, 2021)

REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection. - Yifan Zhang; Haoyu Dong 003; Nicholas Konz; Hanxue Gu; Maciej A. Mazurowski (CoRR, 2021)

The Intrinsic Manifolds of Radiological Images and Their Role in Deep Learning. - Nicholas Konz; Hanxue Gu; Haoyu Dong 003; Maciej A. Mazurowski (MICCAI (8), 2022)

Lightweight Transformer Backbone for Medical Object Detection. - Yifan Zhang; Haoyu Dong 003; Nicholas Konz; Hanxue Gu; Maciej A. Mazurowski (CaPTion@MICCAI, 2022)

ASTRO: An AST-Assisted Approach for Generalizable Neural Clone Detection. - Yifan Zhang; Junwen Yang; Haoyu Dong 003; Qingchen Wang; Huajie Shao; Kevin Leach; Yu Huang 015 (CoRR, 2022)

A systematic study of the foreground-background imbalance problem in deep learning for object detection. - Hanxue Gu; Haoyu Dong 003; Nicholas Konz; Maciej A. Mazurowski (CoRR, 2023)

Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion. - Nicholas Konz; Haoyu Dong 003; Maciej A. Mazurowski (Medical Image Anal., 2023)

Segment anything model for medical image analysis: An experimental study. - Maciej A. Mazurowski; Haoyu Dong 003; Hanxue Gu; Jichen Yang; Nicholas Konz; Yixin Zhang (Medical Image Anal., 2023)

SWSSL: Sliding Window-Based Self-Supervised Learning for Anomaly Detection in High-Resolution Images. - Haoyu Dong 003; Yifan Zhang; Hanxue Gu; Nicholas Konz; Yixin Zhang; Maciej A. Mazurowski (IEEE Trans. Medical Imaging, 2023)

Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation. - Haoyu Dong 003; Nicholas Konz; Hanxue Gu; Maciej A. Mazurowski (CVPR Workshops, 2024)

Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models. - Nicholas Konz; Yuwen Chen 003; Haoyu Dong 003; Maciej A. Mazurowski (MICCAI (7), 2024)

ContourDiff: Unpaired Image Translation with Contour-Guided Diffusion Models. - Yuwen Chen 003; Nicholas Konz; Hanxue Gu; Haoyu Dong 003; Yaqian Chen; Lin Li; Jisoo Lee; Maciej A. Mazurowski (CoRR, 2024)

Rethinking Perceptual Metrics for Medical Image Translation. - Nicholas Konz; Yuwen Chen 003; Hanxue Gu; Haoyu Dong 003; Maciej A. Mazurowski (CoRR, 2024)

How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model. - Hanxue Gu; Haoyu Dong 003; Jichen Yang; Maciej A. Mazurowski (CoRR, 2024)

Segment anything model 2: an application to 2D and 3D medical images. - Haoyu Dong 003; Hanxue Gu; Yaqian Chen; Jichen Yang; Yuwen Chen 003; Maciej A. Mazurowski (CoRR, 2024)

RaD: A Metric for Medical Image Distribution Comparison in Out-of-Domain Detection and Other Applications. - Nicholas Konz; Yuwen Chen 003; Hanxue Gu; Haoyu Dong 003; Yaqian Chen; Maciej A. Mazurowski (CoRR, 2024)

SegmentAnyBone: A universal model that segments any bone at any location on MRI. - Hanxue Gu; Roy J. Colglazier; Haoyu Dong 003; Jikai Zhang; Yaqian Chen; Zafer Yildiz; Yuwen Chen 003; Lin Li; Jichen Yang; Jay Willhite; Alex M. Meyer; Brian Guo; et al. (Medical Image Anal., 2025)

Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis. - Yaqian Chen; Hanxue Gu; Yuwen Chen 003; Jicheng Yang; Haoyu Dong 003; Joseph Y. Cao; Adrian Camarena; Christopher Mantyh; Roy J. Colglazier; Maciej A. Mazurowski (CoRR, 2025)

Breast density in MRI: an AI-based quantification and relationship to assessment in mammography. - Yaqian Chen; Lin Li; Hanxue Gu; Haoyu Dong 003; Derek L. Nguyen; Allan D. Kirk; Maciej A. Mazurowski; Eun-Sil Shelley Hwang (CoRR, 2025)

Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2. - Yuwen Chen 003; Zafer Yildiz; Qihang Li; Yaqian Chen; Haoyu Dong 003; Hanxue Gu; Nicholas Konz; Maciej A. Mazurowski (CoRR, 2025)

GuidedMorph: Two-Stage Deformable Registration for Breast MRI. - Yaqian Chen; Hanxue Gu; Haoyu Dong 003; Qihang Li; Yuwen Chen 003; Nicholas Konz; Lin Li; Maciej A. Mazurowski (CoRR, 2025)

MRI-CORE: A Foundation Model for Magnetic Resonance Imaging. - Haoyu Dong 003; Yuwen Chen 003; Hanxue Gu; Nicholas Konz; Yaqian Chen; Qihang Li; Maciej A. Mazurowski (CoRR, 2025)

SegmentAnyMuscle: A universal muscle segmentation model across different locations in MRI. - Roy J. Colglazier; Jisoo Lee; Haoyu Dong 003; Hanxue Gu; Yaqian Chen; Joseph Y. Cao; Zafer Yildiz; Zhonghao Liu; Nicholas Konz; Jichen Yang; Jikai Zhang; Yuwen Chen 003; et al. (CoRR, 2025)