Nvidia (United States)
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
The future of digital health with federated learning
Nicola Rieke, Jonny Hancox, Wenqi Li et al.
2020 · 2.214 Zit.
The Medical Segmentation Decathlon
Michela Antonelli, Annika Reinke, Spyridon Bakas et al.
2022 · 1.111 Zit.
Federated learning for predicting clinical outcomes in patients with COVID-19
Ittai Dayan, Holger R. Roth, Aoxiao Zhong et al.
2021 · 658 Zit.
Privacy-Preserving Federated Brain Tumour Segmentation
Wenqi Li, Fausto Milletarì, Daguang Xu et al.
2019 · 496 Zit.
Health system-scale language models are all-purpose prediction engines
Lavender Yao Jiang, Xujin Chris Liu, Nima Pour Nejatian et al.
2023 · 409 Zit.
A study of generative large language model for medical research and healthcare
Peng Cheng, Xi Yang, Aokun Chen et al.
2023 · 335 Zit.
Federated learning improves site performance in multicenter deep learning without data sharing
Karthik V. Sarma, Stephanie A. Harmon, Thomas Sanford et al.
2020 · 220 Zit.
Technology readiness levels for machine learning systems
Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic et al.
2022 · 146 Zit.
Federated benchmarking of medical artificial intelligence with MedPerf
Alexandros Karargyris, Renato Umeton, Micah Sheller et al.
2023 · 110 Zit.
Do Gradient Inversion Attacks Make Federated Learning Unsafe?
Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov et al.
2023 · 103 Zit.
Integrating Al Algorithms into the Clinical Workflow
Krishna Juluru, Hao-Hsin Shih, Krishna Nand Keshava Murthy et al.
2021 · 67 Zit.
MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images
Andres Diaz‐Pinto, Sachidanand Alle, Vishwesh Nath et al.
2022 · 41 Zit.
A User Interface for Optimizing Radiologist Engagement in Image Data Curation for Artificial Intelligence
Mutlu Demirer, Sema Candemir, Matthew Bigelow et al.
2019 · 38 Zit.
An in-depth evaluation of federated learning on biomedical natural language processing for information extraction
Le Peng, Gaoxiang Luo, Sicheng Zhou et al.
2024 · 34 Zit.
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals
Le Peng, Gaoxiang Luo, Andrew Walker et al.
2022 · 29 Zit.