22.5(top 1%)
Impact Factor
26(top 1%)
extended IF
45(top 9%)
H-Index
788
authors
320
papers
9.6K
citations
1.7K
citing journals
8.7K
citing authors

Most Cited Articles of Nature Machine Intelligence

TitleYearCitations
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead20191.2K
From Local Explanations to Global Understanding with Explainable AI for Trees2020851
The global landscape of AI ethics guidelines2019642
An interpretable mortality prediction model for COVID-19 patients2020398
Designing neural networks through neuroevolution2019227
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans2021200
Principles alone cannot guarantee ethical AI2019189
Long short-term memory networks in memristor crossbar arrays2019176
Secure, privacy-preserving and federated machine learning in medical imaging2020162
Shortcut learning in deep neural networks2020142
Competitive performance of a modularized deep neural network compared to commercial algorithms for low-dose CT image reconstruction2019131
Predicting the state of charge and health of batteries using data-driven machine learning2020121
Drug discovery with explainable artificial intelligence2020116
Deep learning cardiac motion analysis for human survival prediction2019109
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning2019102
In situ training of feed-forward and recurrent convolutional memristor networks201993
Reinforcement learning in artificial and biological systems201988
Reconstructing quantum states with generative models201988
Deep learning optoacoustic tomography with sparse data201985
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators202181
The need for uncertainty quantification in machine-assisted medical decision making201980
Machine learning for active matter202077
Deep learning for tomographic image reconstruction202066
Learning with Known Operators reduces Maximum Training Error Bounds201963
Clustering single-cell RNA-seq data with a model-based deep learning approach201962