ZX

Ziyue Xu

0000-0002-5728-6869

cs.CVeess.IVcs.LGcs.DCProstatic NeoplasmsDeep Learningcs.AIDeep learningMagnetic Resonance ImagingAlgorithms

On Valency

published · living versions

FedReady: Bounded Agents for Federation Formation

with Holger R. Roth, Chester Chen, Peter Cnudde

1 version

W_8e6bmtk5v1 · current

Preprints & journals

106 papers in the corpus · 2010–2026

Source-Resilient Joint Learning Framework for Preserving Stable Generalization on Diverse Ultrasonic Source Scenarios.

Huang, Bin, Liu, Zhong, Xu, Ziyue et al.

0 citations

411294372026IEEE journal of biomedical and health informatics. 2026;30(5):4362-4375

Standardized Methods and Recommendations for Green Federated Learning

Austin Tapp, Holger R. Roth, Ziyue Xu et al.

0 citations

2602.00343v22026arXiv

FeTTL: Federated Template and Task Learning for Multi-Institutional Medical Imaging

Abhijeet Parida, Antonia Alomar, Zhifan Jiang et al.

0 citations

2601.16302v12026arXiv

FedUMM: A General Framework for Federated Learning with Unified Multimodal Models

Zhaolong Su, Leheng Zhao, Xiaoying Wu et al.

1 citation

2601.15390v12026arXiv

Evaluating Artificial Intelligence-Assisted Prostate Biparametric MRI Interpretation: An International Multireader Study.

Gelikman, David G, Yilmaz, Enis C, Harmon, Stephanie A et al.

11 citations

406686332026AJR. American journal of roentgenology. 2025;225(6):e2432399

ParaGate: Parasitic-Driven Domain Adaptation Transfer Learning for Netlist Performance Prediction

Bin Sun, Jingyi Zhou, Jianan Mu et al.

0 citations

2511.23340v12025arXiv

Optimizing Federated Learning in the Era of LLMs: Message Quantization and Streaming

Ziyue Xu, Zhihong Zhang, Holger R. Roth et al.

0 citations

2511.16450v12025arXiv

A Deep Learning Model for Comprehensive Automated Bone Lesion Detection and Classification on Staging Computed Tomography Scans.

Simon, Benjamin D, Harmon, Stephanie A, Yang, Dong et al.

1 citation

406342232025Academic radiology. 2025;32(9):5353-5363

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation

Hongyi Pan, Ziliang Hong, Gorkem Durak et al.

0 citations

2506.23334v32025arXiv

Construction of a non-coding RNA-mediated metabolic regulatory network to explore metabolic variation in tomato breeding.

Liu, Penghui, Wang, Chao, Zhang, Zhonghui et al.

4 citations

404723172025Plant physiology. 2025;198(2)

Research-based clinical deployment of artificial intelligence algorithm for prostate MRI.

Harmon, Stephanie A, Tetreault, Jesse, Esengur, Omer Tarik et al.

8 citations

404183742025Abdominal radiology (New York). 2025;50(12):5893-5902

Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE

Ziyue Xu, Yuan-Ting Hsieh, Zhihong Zhang et al.

4 citations

2504.03909v12025arXiv

A CRISPR/Cas13a system based on a dumbbell-shaped hairpin combined with DNA-PAINT to establish the DCP-platform for highly sensitive detection of Hantaan virus RNA.

Zhong, Jiamei, Xu, Ziyue, Peng, Jiawei et al.

7 citations

400542182025Talanta. 2025;291:127852

Assessing the Impact of Transition and Peripheral Zone PSA Densities Over Whole-Gland PSA Density for Prostate Cancer Detection on Multiparametric MRI.

Esengur, Omer Tarik, Stevenson, Emma, Stecko, Hunter et al.

12 citations

399964092025The Prostate. 2025;85(6):612-624

Overview of real-world applications of federated learning with NVIDIA FLARE.

Roth, Holger R, Xu, Ziyue, Chen, Chester et al.

4 citations

398952082025Journal of biopharmaceutical statistics. 2025:1-11

EXACT-Net: Framework for EHR-Guided Lung Tumor Auto-Segmentation for Non-Small Cell Lung Cancer Radiotherapy.

Hooshangnejad, Hamed, Huang, Gaofeng, Kelly, Katelyn et al.

8 citations

396822832026Cancers. 2024;16(23)

Self-supervised learning on dual-sequence magnetic resonance imaging for automatic segmentation of nasopharyngeal carcinoma.

Cai, Zongyou, Zhong, Zhangnan, Lin, Haiwei et al.

2 citations

396082712024Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2024;118:102471

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Vishwesh Nath, Wenqi Li, Dong Yang et al.

32 citations

2411.12915v32024arXiv

IPMN Risk Assessment under Federated Learning Paradigm

Hongyi Pan, Ziliang Hong, Gorkem Durak et al.

2 citations

2411.05697v22024arXiv

External Validation of a Previously Developed Deep Learning-based Prostate Lesion Detection Algorithm on Paired External and In-House Biparametric MRI Scans.

Yilmaz, Enis C, Harmon, Stephanie A, Law, Yan Mee et al.

12 citations

394002322024Radiology. Imaging cancer. 2024;6(6):e240050

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI

Hongyi Pan, Gorkem Durak, Zheyuan Zhang et al.

6 citations

2410.22530v32024arXiv

MAISI: Medical AI for Synthetic Imaging

Pengfei Guo, Can Zhao, Dong Yang et al.

48 citations

2409.11169v32024arXiv

A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation

Yufan He, Pengfei Guo, Yucheng Tang et al.

0 citations

2408.11210v12024arXiv

Supercharging Federated Learning with Flower and NVIDIA FLARE

Holger R. Roth, Daniel J. Beutel, Yan Cheng et al.

4 citations

2407.00031v22024arXiv

Evaluation of a Cascaded Deep Learning-based Algorithm for Prostate Lesion Detection at Biparametric MRI.

Lin, Yue, Yilmaz, Enis C, Belue, Mason J et al.

33 citations

387130242024Radiology. 2024;311(2):e230750

Automated prostate gland segmentation in challenging clinical cases: comparison of three artificial intelligence methods.

Johnson, Latrice A, Harmon, Stephanie A, Yilmaz, Enis C et al.

6 citations

385125162024Abdominal radiology (New York). 2024;49(5):1545-1556

FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning

Ziyue Xu, Mingfeng Xu, Tianchi Liao et al.

0 citations

2402.17202v12024arXiv

Empowering Federated Learning for Massive Models with NVIDIA FLARE

Holger R. Roth, Ziyue Xu, Yuan-Ting Hsieh et al.

5 citations

2402.07792v12024arXiv

Deep Learning-Based Detection and Classification of Bone Lesions on Staging Computed Tomography in Prostate Cancer: A Development Study.

Belue, Mason J, Harmon, Stephanie A, Yang, Dong et al.

16 citations

382628132024Academic radiology. 2024;31(6):2424-2433

Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training

Jeya Maria Jose Valanarasu, Yucheng Tang, Dong Yang et al.

5 citations

2307.16896v12023arXiv

Improving Tumor Classification by Reusing Self-predicted Segmentation of Medical Images as Guiding Knowledge.

Lin, Xiaoyi, Wang, Mingyu, Li, Fei et al.

14 citations

374106382023IEEE journal of biomedical and health informatics. 2023;PP

Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation

Holger R. Roth, Ali Hatamizadeh, Ziyue Xu et al.

16 citations

2208.10553v22022arXiv

Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation

An Xu, Wenqi Li, Pengfei Guo et al.

77 citations

2203.10144v22022arXiv

Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

Pengfei Guo, Dong Yang, Ali Hatamizadeh et al.

56 citations

2203.06338v22022arXiv

Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI.

Mehralivand, Sherif, Yang, Dong, Harmon, Stephanie A et al.

52 citations

350995722022Abdominal radiology (New York). 2022;47(4):1425-1434

T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging

Dong Yang, Andriy Myronenko, Xiaosong Wang et al.

27 citations

2111.07535v12021arXiv

Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging

Andriy Myronenko, Ziyue Xu, Dong Yang et al.

55 citations

2111.01556v12021arXiv

Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports

Riddhish Bhalodia, Ali Hatamizadeh, Leo Tam et al.

23 citations

2110.03094v12021arXiv

A Cascaded Deep Learning-Based Artificial Intelligence Algorithm for Automated Lesion Detection and Classification on Biparametric Prostate Magnetic Resonance Imaging.

Mehralivand, Sherif, Yang, Dong, Harmon, Stephanie A et al.

73 citations

345988692022Academic radiology. 2022;29(8):1159-1168

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.

Demir, Ugur, Irmakci, Ismail, Keles, Elif et al.

12 citations

367802562023Machine learning in medical imaging. MLMI (Workshop). 2021;12966:396-405

Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures

Holger R. Roth, Dong Yang, Wenqi Li et al.

31 citations

2107.08111v12021arXiv

Federated learning improves site performance in multicenter deep learning without data sharing.

Sarma, Karthik V, Harmon, Stephanie, Sanford, Thomas et al.

231 citations

335377722021Journal of the American Medical Informatics Association : JAMIA. 2021;28(6):1259-1264

Rapid Artificial Intelligence Solutions in a Pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge.

Roth, Holger R, Xu, Ziyue, Diez, Carlos Tor et al.

99 citations

341000102023Research square. 2021

Correction to: CT and clinical assessment in asymptomatic and pre-symptomatic patients with early SARS-CoV-2 in outbreak settings.

Varble, Nicole, Blain, Maxime, Kassin, Michael et al.

5 citations

332898762021European radiology. 2021;31(6):4406

Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays

Xiaosong Wang, Ziyue Xu, Leo Tam et al.

14 citations

2103.16022v12021arXiv

Generalized chest CT and lab curves throughout the course of COVID-19.

Kassin, Michael T, Varble, Nicole, Blain, Maxime et al.

16 citations

337672132021Scientific reports. 2021;11(1):6940

Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan.

Yang, Dong, Xu, Ziyue, Li, Wenqi et al.

279 citations

336011662021Medical image analysis. 2021;70:101992

Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images.

Blain, Maxime, Kassin, Michael T, Varble, Nicole et al.

60 citations

328155192021Diagnostic and interventional radiology (Ankara, Turkey). 2021;27(1):20-27

Capsules for biomedical image segmentation.

LaLonde, Rodney, Xu, Ziyue, Irmakci, Ismail et al.

110 citations

332462272021Medical image analysis. 2021;68:101889

Data Augmentation and Transfer Learning to Improve Generalizability of an Automated Prostate Segmentation Model.

Sanford, Thomas H, Zhang, Ling, Harmon, Stephanie A et al.

60 citations

330527372021AJR. American journal of roentgenology. 2020;215(6):1403-1410

Career total: 159 works. 106 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

159

works

12.2K

citations

41

h-index

Corpus papers per year

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.