Concepedia

Synthetic data in machine learning for medicine and healthcare

Richard J. Chen, Ming Y. Lu, Tiffany Chen, Drew F. K. Williamson, Faisal Mahmood

Nature Biomedical Engineering · 2021 · 699 citations · 42 references

DOIFull text

Open access

Concepts

References

42

Improved protein structure prediction using potentials from deep learning

Andrew Senior, John Jumper, James Kirkpatrick et al. · Nature · 2020 · 3.5K citations · Full text

, , +9

Telehealth transformation: COVID-19 and the rise of virtual care

Jedrek Wosik, Marat Fudim, Blake Cameron et al. · Journal of the American Medical Informatics Association · 2020 · 1.6K citations · Full text

, , +17

Deep learning enables rapid identification of potent DDR1 kinase inhibitors

Alex Zhavoronkov, Yan A. Ivanenkov, Alex Aliper et al. · Nature Biotechnology · 2019 · 1.5K citations

, , +14

The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database

Stan Benjamens, Pranavsingh Dhunnoo, Bertalan Meskó · npj Digital Medicine · 2020 · 1.1K citations · Full text

, , +9

Adversarial attacks on medical machine learning

Samuel G. Finlayson, John D. Bowers, Joichi Ito et al. · Science · 2019 · 1K citations · Full text

, , +8