Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
Authors
Keywords
-
Journal
Scientific Reports
Volume 10, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-07-28
DOI
10.1038/s41598-020-69250-1
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium
- (2020) Christos Davatzikos et al. NEURO-ONCOLOGY
- ANHIR: Automatic Non-Rigid Histological Image Registration Challenge
- (2020) Jiri Borovec et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Distributed learning from multiple EHR databases: Contextual embedding models for medical events
- (2019) Ziyi Li et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Federated learning of predictive models from federated Electronic Health Records
- (2018) Theodora S. Brisimi et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Distributed deep learning networks among institutions for medical imaging
- (2018) Ken Chang et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Glioma through the looking GLASS: molecular evolution of diffuse gliomas and the Glioma Longitudinal Analysis Consortium
- (2018) et al. NEURO-ONCOLOGY
- Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study
- (2018) John R. Zech et al. PLOS MEDICINE
- Data Sharing from Clinical Trials — A Research Funder’s Perspective
- (2017) Robert Kiley et al. NEW ENGLAND JOURNAL OF MEDICINE
- Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features
- (2017) Spyridon Bakas et al. Scientific Data
- Racial Differences in Quantitative Measures of Area and Volumetric Breast Density
- (2016) Anne Marie McCarthy et al. JNCI-Journal of the National Cancer Institute
- Sharing Clinical Trial Data — A Proposal from the International Committee of Medical Journal Editors
- (2016) Darren B. Taichman et al. NEW ENGLAND JOURNAL OF MEDICINE
- Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare
- (2016) Volker Tresp et al. PROCEEDINGS OF THE IEEE
- Racial Differences in Quantitative Measures of Area and Volumetric Breast Density
- (2016) Anne Marie McCarthy et al. JNCI-Journal of the National Cancer Institute
- Privacy Protection and Intrusion Avoidance for Cloudlet-based Medical Data Sharing
- (2016) Min Chen et al. IEEE Transactions on Cloud Computing
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
- (2015) Bjoern H. Menze et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository
- (2013) Kenneth Clark et al. JOURNAL OF DIGITAL IMAGING
- The SRI24 multichannel atlas of normal adult human brain structure
- (2009) Torsten Rohlfing et al. HUMAN BRAIN MAPPING
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started