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Nature Machine Intelligence
›
Top Articles
Nature Machine Intelligence
Computer Science
,
Artificial Intelligence
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
Title
Year
Citations
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019
1.2K
From Local Explanations to Global Understanding with Explainable AI for Trees
2020
851
The global landscape of AI ethics guidelines
2019
642
An interpretable mortality prediction model for COVID-19 patients
2020
398
Designing neural networks through neuroevolution
2019
227
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
2021
200
Principles alone cannot guarantee ethical AI
2019
189
Long short-term memory networks in memristor crossbar arrays
2019
176
Secure, privacy-preserving and federated machine learning in medical imaging
2020
162
Shortcut learning in deep neural networks
2020
142
Competitive performance of a modularized deep neural network compared to commercial algorithms for low-dose CT image reconstruction
2019
131
Predicting the state of charge and health of batteries using data-driven machine learning
2020
121
Drug discovery with explainable artificial intelligence
2020
116
Deep learning cardiac motion analysis for human survival prediction
2019
109
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
2019
102
In situ training of feed-forward and recurrent convolutional memristor networks
2019
93
Reinforcement learning in artificial and biological systems
2019
88
Reconstructing quantum states with generative models
2019
88
Deep learning optoacoustic tomography with sparse data
2019
85
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
2021
81
The need for uncertainty quantification in machine-assisted medical decision making
2019
80
Machine learning for active matter
2020
77
Deep learning for tomographic image reconstruction
2020
66
Learning with Known Operators reduces Maximum Training Error Bounds
2019
63
Clustering single-cell RNA-seq data with a model-based deep learning approach
2019
62
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How are inpact factors calculated?
The impact factor (IF) is calculated by counting citations from peer-reviewed journals only.
extended IF
also counts citations from books and conference papers. However, no patent, abstract, working papers, online documents, etc., are covered.
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