21.6(top 1%)
Impact Factor
25.1(top 1%)
extended IF
41(top 10%)
citing journals
citing authors

Most Cited Articles of Nature Machine Intelligence

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead20191.1K
From Local Explanations to Global Understanding with Explainable AI for Trees2020747
The global landscape of AI ethics guidelines2019564
An interpretable mortality prediction model for COVID-19 patients2020378
Designing neural networks through neuroevolution2019209
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans2021170
Principles alone cannot guarantee ethical AI2019165
Long short-term memory networks in memristor crossbar arrays2019163
Secure, privacy-preserving and federated machine learning in medical imaging2020144
Competitive performance of a modularized deep neural network compared to commercial algorithms for low-dose CT image reconstruction2019118
Shortcut learning in deep neural networks2020117
Predicting the state of charge and health of batteries using data-driven machine learning2020110
Deep learning cardiac motion analysis for human survival prediction2019101
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning201997
Drug discovery with explainable artificial intelligence202094
In situ training of feed-forward and recurrent convolutional memristor networks201985
Reconstructing quantum states with generative models201983
Reinforcement learning in artificial and biological systems201982
Deep learning optoacoustic tomography with sparse data201977
The need for uncertainty quantification in machine-assisted medical decision making201973
Machine learning for active matter202065
Learning with Known Operators reduces Maximum Training Error Bounds201961
Clustering single-cell RNA-seq data with a model-based deep learning approach201958
Fully portable and wireless universal brain–machine interfaces enabled by flexible scalp electronics and deep learning algorithm201956
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators202156