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 · 2.410 Zit.
The Medical Segmentation Decathlon
Michela Antonelli, Annika Reinke, Spyridon Bakas et al.
2022 · 1.166 Zit.
Federated learning for predicting clinical outcomes in patients with COVID-19
Ittai Dayan, Holger R. Roth, Aoxiao Zhong et al.
2021 · 694 Zit.
Privacy-Preserving Federated Brain Tumour Segmentation
Wenqi Li, Fausto Milletarì, Daguang Xu et al.
2019 · 511 Zit.
Health system-scale language models are all-purpose prediction engines
Lavender Yao Jiang, Xujin Chris Liu, Nima Pour Nejatian et al.
2023 · 432 Zit.
A study of generative large language model for medical research and healthcare
Peng Cheng, Xi Yang, Aokun Chen et al.
2023 · 361 Zit.
Federated learning improves site performance in multicenter deep learning without data sharing
Karthik V. Sarma, Stephanie A. Harmon, Thomas Sanford et al.
2020 · 224 Zit.
Technology readiness levels for machine learning systems
Alexander Lavin, Ciarán Lee, Alessya Visnjic et al.
2022 · 158 Zit.
Federated benchmarking of medical artificial intelligence with MedPerf
Alexandros Karargyris, Renato Umeton, Micah Sheller et al.
2023 · 140 Zit.
Do Gradient Inversion Attacks Make Federated Learning Unsafe?
Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov et al.
2023 · 109 Zit.
Integrating Al Algorithms into the Clinical Workflow
Krishna Juluru, Hao-Hsin Shih, Krishna Nand Keshava Murthy et al.
2021 · 71 Zit.
Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction
Peng Cheng, Xi Yang, Kaleb E Smith et al.
2024 · 62 Zit.
Exploring the role of large language models in the scientific method: from hypothesis to discovery
Yanbo Zhang, Sumeer Ahmad Khan, A. K. M. Firoj Mahmud et al.
2025 · 41 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.
An in-depth evaluation of federated learning on biomedical natural language processing for information extraction
Le Peng, Gaoxiang Luo, Sicheng Zhou et al.
2024 · 40 Zit.