default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHanxue Gu
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[j5]Yixin Zhang
, Shen Zhao, Hanxue Gu, Maciej A. Mazurowski:
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. J. Imaging Inform. Medicine 38(5): 3235-3247 (2025)- [j4]Hanxue Gu, Roy J. Colglazier, Haoyu Dong, Jikai Zhang, Yaqian Chen, Zafer Yildiz, Yuwen Chen, Lin Li, Jichen Yang, Jay Willhite, Alex M. Meyer, Brian Guo, Yashvi Atul Shah, Emily Luo, Shipra Rajput, Sally Kuehn, Clark Bulleit, Kevin A. Wu, Jisoo Lee, Brandon Ramirez, Darui Lu, Jay M. Levin, Maciej A. Mazurowski:
SegmentAnyBone: A universal model that segments any bone at any location on MRI. Medical Image Anal. 101: 103469 (2025) - [c8]Hanxue Gu, Yaqian Chen, Nicholas Konz, Qihang Li, Maciej A. Mazurowski:
Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration? Deep-Breath@MICCAI 2025: 101-112 - [c7]Qihang Li, Jichen Yang, Yaqian Chen, Yuwen Chen, Hanxue Gu, Lars J. Grimm, Maciej A. Mazurowski:
BreastSegNet: Multi-label Segmentation of Breast MRI. Deep-Breath@MICCAI 2025: 196-205 - [i28]Yaqian Chen, Hanxue Gu, Yuwen Chen, Jicheng Yang, Haoyu Dong, Joseph Y. Cao, Adrian Camarena, Christopher Mantyh, Roy J. Colglazier, Maciej A. Mazurowski:
Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis. CoRR abs/2502.09779 (2025) - [i27]Yaqian Chen, Lin Li, Hanxue Gu, Haoyu Dong, Derek L. Nguyen, Allan D. Kirk, Maciej A. Mazurowski, Eun-Sil Shelley Hwang:
Breast density in MRI: an AI-based quantification and relationship to assessment in mammography. CoRR abs/2504.15192 (2025) - [i26]Yuwen Chen, Zafer Yildiz, Qihang Li, Yaqian Chen, Haoyu Dong, Hanxue Gu, Nicholas Konz, Maciej A. Mazurowski:
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2. CoRR abs/2505.01854 (2025) - [i25]Yaqian Chen, Hanxue Gu, Haoyu Dong, Qihang Li, Yuwen Chen, Nicholas Konz, Lin Li, Maciej A. Mazurowski:
GuidedMorph: Two-Stage Deformable Registration for Breast MRI. CoRR abs/2505.13414 (2025) - [i24]Hanxue Gu, Yaqian Chen, Jisoo Lee, Diego Schaps, Regina Woody, Roy J. Colglazier, Maciej A. Mazurowski, Christopher Mantyh:
Improving Surgical Risk Prediction Through Integrating Automated Body Composition Analysis: a Retrospective Trial on Colectomy Surgery. CoRR abs/2506.11996 (2025) - [i23]Haoyu Dong, Yuwen Chen, Hanxue Gu, Nicholas Konz, Yaqian Chen, Qihang Li, Maciej A. Mazurowski:
MRI-CORE: A Foundation Model for Magnetic Resonance Imaging. CoRR abs/2506.12186 (2025) - [i22]Roy J. Colglazier, Jisoo Lee, Haoyu Dong, Hanxue Gu, Yaqian Chen, Joseph Y. Cao, Zafer Yildiz, Zhonghao Liu, Nicholas Konz, Jichen Yang, Jikai Zhang, Yuwen Chen, Lin Li, Adrian Camarena, Maciej A. Mazurowski:
SegmentAnyMuscle: A universal muscle segmentation model across different locations in MRI. CoRR abs/2506.22467 (2025) - [i21]Hanxue Gu, Yaqian Chen, Nicholas Konz, Qihang Li, Maciej A. Mazurowski:
Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration? CoRR abs/2507.11569 (2025) - [i20]Qihang Li, Jichen Yang, Yaqian Chen, Yuwen Chen, Hanxue Gu, Lars J. Grimm, Maciej A. Mazurowski:
BreastSegNet: Multi-label Segmentation of Breast MRI. CoRR abs/2507.13604 (2025) - [i19]Jisoo Lee, Michael R. Harowicz, Yuwen Chen, Hanxue Gu, Isaac S. Alderete, Lin Li, Maciej A. Mazurowski, Matthew G. Hartwig:
Transplant-Ready? Evaluating AI Lung Segmentation Models in Candidates with Severe Lung Disease. CoRR abs/2509.15083 (2025) - [i18]Shuhang Chen, Hangjie Yuan, Pengwei Liu, Hanxue Gu, Tao Feng, Dong Ni:
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images. CoRR abs/2511.08626 (2025) - [i17]Zhonghao Liu, Hanxue Gu, Qihang Li, Michael Fox, Jay M. Levin, Maciej A. Mazurowski, Brian C. Lau:
Fully Automated Deep Learning Based Glenoid Bone Loss Measurement and Severity Stratification on 3D CT in Shoulder Instability. CoRR abs/2511.14083 (2025) - 2024
- [c6]Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski:
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation. CVPR Workshops 2024: 5046-5055 - [c5]Hanxue Gu, Roy J. Colglazier, Jikai Zhang, Robert Lark, Benjamin Alman, Maciej A. Mazurowski:
Predicting 3D forearm fracture angle from biplanar Xray images with rotational bone pose estimation. MIDL 2024: 554-576 - [c4]Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou:
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS 2024 - [i16]Hanxue Gu, Roy J. Colglazier, Haoyu Dong, Jikai Zhang, Yaqian Chen, Zafer Yildiz, Yuwen Chen, Lin Li, Jichen Yang, Jay Willhite, Alex M. Meyer, Brian Guo, Yashvi Atul Shah, Emily Luo, Shipra Rajput, Sally Kuehn, Clark Bulleit, Kevin A. Wu, Jisoo Lee, Brandon Ramirez, Darui Lu, Jay M. Levin, Maciej A. Mazurowski:
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI. CoRR abs/2401.12974 (2024) - [i15]Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski:
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation. CoRR abs/2402.09604 (2024) - [i14]Yuwen Chen, Nicholas Konz, Hanxue Gu, Haoyu Dong, Yaqian Chen, Lin Li, Jisoo Lee, Maciej A. Mazurowski:
ContourDiff: Unpaired Image Translation with Contour-Guided Diffusion Models. CoRR abs/2403.10786 (2024) - [i13]Keyu Li, Hanxue Gu, Roy J. Colglazier, Robert Lark, Elizabeth Hubbard, Robert French, Denise Smith, Jikai Zhang, Erin McCrum, Anthony Catanzano, Joseph Y. Cao, Leah Waldman, Maciej A. Mazurowski, Benjamin Alman:
Deep learning automates Cobb angle measurement compared with multi-expert observers. CoRR abs/2403.12115 (2024) - [i12]Nicholas Konz, Yuwen Chen, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski:
Rethinking Perceptual Metrics for Medical Image Translation. CoRR abs/2404.07318 (2024) - [i11]Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski:
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model. CoRR abs/2404.09957 (2024) - [i10]Haoyu Dong, Hanxue Gu, Yaqian Chen, Jichen Yang, Yuwen Chen, Maciej A. Mazurowski:
Segment anything model 2: an application to 2D and 3D medical images. CoRR abs/2408.00756 (2024) - [i9]Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou:
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? CoRR abs/2411.03670 (2024) - [i8]Nicholas Konz, Yuwen Chen, Hanxue Gu, Haoyu Dong, Yaqian Chen, Maciej A. Mazurowski:
RaD: A Metric for Medical Image Distribution Comparison in Out-of-Domain Detection and Other Applications. CoRR abs/2412.01496 (2024) - 2023
- [j3]Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang:
Segment anything model for medical image analysis: An experimental study. Medical Image Anal. 89: 102918 (2023) - [j2]Bin Deng, Hanxue Gu, Hongmin Zhu, Ken Chang, Katharina Viktoria Hoebel, Jay B. Patel, Jayashree Kalpathy-Cramer, Stefan A. Carp:
FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction. IEEE Trans. Medical Imaging 42(8): 2439-2450 (2023) - [j1]Haoyu Dong, Yifan Zhang, Hanxue Gu, Nicholas Konz, Yixin Zhang, Maciej A. Mazurowski:
SWSSL: Sliding Window-Based Self-Supervised Learning for Anomaly Detection in High-Resolution Images. IEEE Trans. Medical Imaging 42(12): 3860-3870 (2023) - [c3]Hanxue Gu, Hongyu He, Roy J. Colglazier, Jordan Axelrod, Robert French, Maciej A. Mazurowski:
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs. MIDL 2023: 119-133 - [i7]Hanxue Gu, Hongyu He, Roy J. Colglazier, Jordan Axelrod, Robert French, Maciej A. Mazurowski:
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs. CoRR abs/2303.07517 (2023) - [i6]Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang:
Segment Anything Model for Medical Image Analysis: an Experimental Study. CoRR abs/2304.10517 (2023) - [i5]Hanxue Gu, Haoyu Dong, Nicholas Konz, Maciej A. Mazurowski:
A systematic study of the foreground-background imbalance problem in deep learning for object detection. CoRR abs/2306.16539 (2023) - [i4]Yixin Zhang, Shen Zhao, Hanxue Gu, Maciej A. Mazurowski:
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. CoRR abs/2312.10600 (2023) - 2022
- [c2]Yifan Zhang, Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski:
Lightweight Transformer Backbone for Medical Object Detection. CaPTion@MICCAI 2022: 47-56 - [c1]Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski:
The Intrinsic Manifolds of Radiological Images and Their Role in Deep Learning. MICCAI (8) 2022: 684-694 - [i3]Hanxue Gu, Keyu Li, Roy J. Colglazier, Jichen Yang, Michael Lebhar, Jonathan O'Donnell, William A. Jiranek, Richard C. Mather, Rob J. French, Nicholas Said, Jikai Zhang, Christine Park, Maciej A. Mazurowski:
Automated Grading of Radiographic Knee Osteoarthritis Severity Combined with Joint Space Narrowing. CoRR abs/2203.08914 (2022) - [i2]Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski:
The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning. CoRR abs/2207.02797 (2022) - 2021
- [i1]Yifan Zhang, Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski:
REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection. CoRR abs/2111.11546 (2021)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-01-15 23:58 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
