Concepedia

Should Health Care Demand Interpretable Artificial Intelligence or Accept “Black Box” Medicine?

Fei Wang, Rainu Kaushal, Dhruv Khullar

Annals of Internal Medicine · 2019 · 248 citations · 6 references

DOI

Concepts

Abstract

Health care applications of artificial intelligence (AI) have recently emerged. Artificial intelligence approaches, such as deep learning, rely on vast amounts of data and complex model structures ...

References

6

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Awni Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi et al. · Nature Medicine · 2018 · 3K citations

, , +16

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.6K citations

, , +14

Scalable and accurate deep learning with electronic health records

npj Digital Medicine · 2018 · 2.4K citations · Full text

, , +16

Scalable and accurate deep learning with electronic health records.

2018 · 2.4K citations

, , +16

Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community

Carl van Walraven, Irfan A. Dhalla, Chaim M. Bell et al. · Canadian Medical Association Journal · 2010 · 954 citations · Full text

, , +16