Holger R. Roth

Also affiliated with Baker Hughes (Germany)

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 15 papers. Top paper: “The future of digital health with federated learning”.

The future of digital health with federated learning

npj Digital Medicine(2020)10.1038/s41746-020-00323-1

N/A

1.2DataRank · unranked

2289 citations

Jonny Hancox, Wenqi Li, Fausto Milletarì, Holger R. Roth, Shadi Albarqouni +12 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

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

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

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

N/A

0DataRank · unranked

46 citations

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

Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3089292

N/A

0DataRank · unranked

40 citations

Holger R. Roth, Demetri Terzopoulos, Jianming Liang, Nima Tajbakhsh

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

0DataRank · unranked

70 citations

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

Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion

Lecture notes in computer science(2024)10.1007/978-3-031-72384-1_42

N/A

0DataRank · unranked

10 citations

Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall Bourke +6 more

Controllable Latent Diffusion-Based 3D Brain Tumor Segmentation: With Synthetic Label Generation and Detailed Variance Map

(2025)10.1109/isbi60581.2025.10981256

N/A

0DataRank · unranked

0 citations

Pengfei Guo, Daniel Capellán-Martín, Zhifan Jiang, Holger R. Roth, Austin Tapp +4 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

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