Daguang Xu

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

14.1Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The Liver Tumor Segmentation Benchmark (LiTS)

Medical Image Analysis(2022)10.1016/j.media.2022.102680

Top 2%

7.2DataRank

Top 2%1181 citations

Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis +95 more

Papers

Driven by 29 papers — median percentile 97. Top paper: “The Liver Tumor Segmentation Benchmark (LiTS)”.

The Liver Tumor Segmentation Benchmark (LiTS)

Medical Image Analysis(2022)10.1016/j.media.2022.102680

Top 2%

7.2DataRank

Top 2%1181 citations

Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis +95 more

The Medical Segmentation Decathlon

Nature Communications(2022)10.1038/s41467-022-30695-9

Top 3%

6.9DataRank

Top 3%1226 citations

Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp‐Schneider, Bennett A. Landman +53 more

Federated learning for predicting clinical outcomes in patients with COVID-19

Nature Medicine(2021)10.1038/s41591-021-01506-3

N/A

0.990DataRank · unranked

735 citations

Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili, Anas Z. Abidin +94 more

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

Nature Communications(2020)10.1038/s41467-020-17971-2

N/A

0.958DataRank · unranked

593 citations

Thomas Sanford, Sheng Xu, Evrim Türkbey, Holger R. Roth, Ziyue Xu +34 more

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

Radiology(2024)10.1148/radiol.230750

N/A

0.940DataRank · unranked

29 citations

Enis C. Yılmaz, Mason J. Belue, Stephanie A. Harmon, Jesse Tetreault, Tim E. Phelps +16 more

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Medical Image Analysis(2022)10.1016/j.media.2022.102605

N/A

0.644DataRank · unranked

72 citations

Ziyue Xu, Carlos Tor-Díez, Ramon Sanchez Jacob, Jonathan Zember, José Moltó +31 more

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

Diagnostic and Interventional Radiology(2020)10.5152/dir.2020.20205

N/A

0.626DataRank · unranked

64 citations

Michael Kassin, Nicole Varble, Xiaosong Wang, Ziyue Xu, Daguang Xu +14 more

Federated Learning used for predicting outcomes in SARS-COV-2 patients

Research Square(2021)10.21203/rs.3.rs-126892/v1

N/A

0.581DataRank · unranked

47 citations

Ittai Dayan, Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili +93 more

Federated learning as a catalyst for digital healthcare innovations

Patterns(2024)10.1016/j.patter.2024.101026

N/A

0.425DataRank · unranked

6 citations

Brandon Edwards, Spyridon Bakas, Qi Dou, Daguang Xu, Xiaoxiao Li +2 more

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

Abdominal Radiology(2025)10.1007/s00261-025-05014-7

N/A

0.292DataRank · unranked

6 citations

Jesse Tetreault, Ömer Tarık Esengür, Ming Qin, Enis C. Yılmaz, Victor Chang +17 more

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

Academic Radiology(2025)10.1016/j.acra.2025.06.021

N/A

0.104DataRank · unranked

1 citations

Stephanie A. Harmon, Dong Yang, Mason J. Belue, Ziyue Xu, Jesse Tetreault +9 more

Multi-Domain Image Completion for Random Missing Input Data

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3046444

N/A

0DataRank · unranked

95 citations

Wentao Zhu, Xiaosong Wang, Lei Xing, John M. Pauly, Barış Türkbey +7 more

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

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa341

N/A

0DataRank · unranked

232 citations

Stephanie A. Harmon, Thomas Sanford, Holger R. Roth, Ziyue Xu, Jesse Tetreault +14 more

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

Abdominal Radiology(2022)10.1007/s00261-022-03419-2

N/A

0DataRank · unranked

51 citations

Dong Yang, Stephanie A. Harmon, Daguang Xu, Ziyue Xu, Holger R. Roth +9 more

Federated benchmarking of medical artificial intelligence with MedPerf

Nature Machine Intelligence(2023)10.1038/s42256-023-00652-2

N/A

0DataRank · unranked

153 citations

Renato Umeton, Micah Sheller, Alejandro Aristizábal, Johnu George, Anna Wuest +69 more

Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.2973595

N/A

0DataRank · unranked

533 citations

Xiaosong Wang, Dong Yang, Thomas Sanford, Stephanie A. Harmon, Barış Türkbey +6 more

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3485554

N/A

0DataRank · unranked

19 citations

Céline Steger, Roxane Licandro, Priscille De Dumast, Hongwei Li, Matthew J. Barkovich +62 more

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

Academic Radiology(2024)10.1016/j.acra.2024.01.009

N/A

0DataRank · unranked

13 citations

Stephanie A. Harmon, Dong Yang, Julie Y. An, Sonia Gaur, Yan Mee Law +20 more

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

Radiology Imaging Cancer(2024)10.1148/rycan.240050

N/A

0DataRank · unranked

8 citations

Stephanie A. Harmon, Yan Mee Law, Erich P. Huang, Mason J. Belue, Yue Lin +18 more

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results

White Rose Research Online (University of Leeds, The University of Sheffield, University of York)(2024)10.48550/arxiv.2402.09463

N/A

0DataRank · unranked

0 citations

Céline Steger, Roxane Licandro, Priscille de Dumast, Hongwei Li, Matthew J. Barkovich +62 more

IR-GPT: AI Foundation Models to Optimize Interventional Radiology

CardioVascular and Interventional Radiology(2025)10.1007/s00270-024-03945-0

N/A

0DataRank · unranked

8 citations

James T Anibal, Lindsey Hazen, Miranda J. Song, Hannah Huth, Daguang Xu +3 more

From image to report: automating lung cancer screening interpretation and reporting with vision-language models

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104931

N/A

0DataRank · unranked

2 citations

Qinglin Gou, Leyi Zhao, Tiancheng Zhou, Hongyu Chen, Dong Yang +11 more

Computer Vision Methods for Spatial Transcriptomics: A Survey

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.13.682148

N/A

0DataRank · unranked

0 citations

Ruining Deng, Junlin Guo, Tianyuan Yao, Siqi Lu, Chongyu Qu +12 more

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

European Radiology(2020)10.1007/s00330-020-07401-8

N/A

0DataRank · unranked

15 citations

Maxime Blain, Michael Kassin, Sheng Xu, Evrim Türkbey, Amel Amalou +19 more

Img2ST-Net: Efficient High-Resolution Spatial Omics Prediction from Whole Slide Histology Images via Fully Convolutional Image-to-Image Learning

arXiv (Cornell University)(2025)10.48550/arxiv.2508.14393

N/A

0DataRank · unranked

0 citations

Ruining Deng, Junlin Guo, Tianyuan Yao, Juming Xiong, Chongyu Qu +8 more

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

American Journal of Roentgenology(2020)10.2214/ajr.19.22347

N/A

0DataRank · unranked

61 citations

Ling Zhang, Stephanie A. Harmon, Jonathan Sackett, Dong Yang, Holger R. Roth +15 more

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

Medical Image Analysis(2021)10.1016/j.media.2021.101992

N/A

0DataRank · unranked

267 citations

Ziyue Xu, Wenqi Li, Andriy Myronenko, Holger R. Roth, Stephanie Harmon +15 more

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

Academic Radiology(2021)10.1016/j.acra.2021.08.019

N/A

0DataRank · unranked

68 citations

Dong Yang, Stephanie A. Harmon, Daguang Xu, Ziyue Xu, Holger R. Roth +10 more

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

Scientific Reports(2021)10.1038/s41598-021-85694-5

N/A

0DataRank · unranked

17 citations

Nicole Varble, Maxime Blain, Sheng Xu, Evrim Türkbey, Stephanie A. Harmon +18 more

Daguang Xu

Indexed papers

Top data-sharing exemplar

Papers