| # | Title | Journal | Year | Citations |
|---|
| 1 | Gradient-based learning applied to document recognition | Proceedings of the IEEE | 1998 | 33,500 |
| 2 | Issues and challenges facing rechargeable lithium batteries | Nature | 2001 | 17,629 |
| 3 | Hybrid functionals based on a screened Coulomb potential | Journal of Chemical Physics | 2003 | 14,063 |
| 4 | Representation Learning: A Review and New Perspectives | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 8,225 |
| 5 | Intensive Blood Glucose Control and Vascular Outcomes in Patients with Type 2 Diabetes | New England Journal of Medicine | 2008 | 6,447 |
| 6 | Learning long-term dependencies with gradient descent is difficult | IEEE Transactions on Neural Networks | 1994 | 5,569 |
| 7 | Learning Deep Architectures for AI | Foundations and Trends in Machine Learning | 2009 | 5,547 |
| 8 | Human Papillomavirus and Survival of Patients with Oropharyngeal Cancer | New England Journal of Medicine | 2010 | 5,481 |
| 9 | Emerging applications of stimuli-responsive polymer materials | Nature Materials | 2010 | 5,007 |
| 10 | Generative adversarial networks | Communications of the ACM | 2020 | 4,910 |
| 11 | Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition) | Autophagy | 2016 | 4,701 |
| 12 | Molecular excitation energies to high-lying bound states from time-dependent density-functional response theory: Characterization and correction of the time-dependent local density approximation ionization threshold | Journal of Chemical Physics | 1998 | 4,596 |
| 13 | Ecologically meaningful transformations for ordination of species data | Oecologia | 2001 | 4,191 |
| 14 | Dapagliflozin in Patients with Heart Failure and Reduced Ejection Fraction | New England Journal of Medicine | 2019 | 4,108 |
| 15 | Extracting and composing robust features with denoising autoencoders | New England Journal of Medicine | 2008 | 3,939 |
| 16 | Allergic Rhinitis and its Impact on Asthma (ARIA) 2008* | Allergy: European Journal of Allergy and Clinical Immunology | 2008 | 3,827 |
| 17 | School readiness and later achievement. | Developmental Psychology | 2007 | 3,669 |
| 18 | A systematic analysis of performance measures for classification tasks | Information Processing and Management | 2009 | 3,555 |
| 19 | Biological, clinical and population relevance of 95 loci for blood lipids | Nature | 2010 | 3,249 |
| 20 | Clinical Practice Guidelines for the Management of Pain, Agitation, and Delirium in Adult Patients in the Intensive Care Unit | Critical Care Medicine | 2013 | 3,066 |
| 21 | Effects of Torcetrapib in Patients at High Risk for Coronary Events | New England Journal of Medicine | 2007 | 2,811 |
| 22 | A distance‐based framework for measuring functional diversity from multiple traits | Ecology | 2010 | 2,787 |
| 23 | A Genome-Wide Association Study Identifies IL23R as an Inflammatory Bowel Disease Gene | Science | 2006 | 2,739 |
| 24 | Genome Fingerprinting by Simple Sequence Repeat (SSR)-Anchored Polymerase Chain Reaction Amplification | Genomics | 1994 | 2,691 |
| 25 | Associations between species and groups of sites: indices and statistical inference | Ecology | 2009 | 2,649 |
| 26 | Tisagenlecleucel in Adult Relapsed or Refractory Diffuse Large B-Cell Lymphoma | New England Journal of Medicine | 2019 | 2,594 |
| 27 | GAN（Generative Adversarial Nets） | Journal of Japan Society for Fuzzy Theory and Intelligent Informatics | 2017 | 2,516 |
| 28 | Pain Affect Encoded in Human Anterior Cingulate But Not Somatosensory Cortex | Science | 1997 | 2,427 |
| 29 | Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion? | Journal of Classification | 2014 | 2,398 |
| 30 | Acarbose for prevention of type 2 diabetes mellitus: the STOP-NIDDM randomised trial | Lancet, The | 2002 | 2,331 |
| 31 | Purification of Noisy Entanglement and Faithful Teleportation via Noisy Channels | Physical Review Letters | 1996 | 2,318 |
| 32 | Mutations in the FUS/TLS Gene on Chromosome 16 Cause Familial Amyotrophic Lateral Sclerosis | Science | 2009 | 2,302 |
| 33 | ABINIT: First-principles approach to material and nanosystem properties | Computer Physics Communications | 2009 | 2,297 |
| 34 | Whole brain radiation therapy with or without stereotactic radiosurgery boost for patients with one to three brain metastases: phase III results of the RTOG 9508 randomised trial | Lancet, The | 2004 | 2,248 |
| 35 | Brain tumor segmentation with Deep Neural Networks | Medical Image Analysis | 2017 | 2,234 |
| 36 | Cardiovascular Risk Reduction with Icosapent Ethyl for Hypertriglyceridemia | New England Journal of Medicine | 2019 | 2,153 |
| 37 | The Blood–Brain Barrier | Cold Spring Harbor Perspectives in Biology | 2015 | 2,107 |
| 38 | Albuminuria and Risk of Cardiovascular Events, Death, and Heart Failure in Diabetic and Nondiabetic Individuals | JAMA - Journal of the American Medical Association | 2001 | 2,067 |
| 39 | Nomenclature of monocytes and dendritic cells in blood | Blood | 2010 | 2,046 |
| 40 | The journal coverage of Web of Science and Scopus: a comparative analysis | Scientometrics | 2016 | 2,046 |
| 41 | DISTANCE-BASED REDUNDANCY ANALYSIS: TESTING MULTISPECIES RESPONSES IN MULTIFACTORIAL ECOLOGICAL EXPERIMENTS | Ecological Monographs | 1999 | 2,036 |
| 42 | SPECIES ASSEMBLAGES AND INDICATOR SPECIES:THE NEED FOR A FLEXIBLE ASYMMETRICAL APPROACH | Ecological Monographs | 1997 | 1,949 |
| 43 | Generative Adversarial Networks: An Overview | IEEE Signal Processing Magazine | 2018 | 1,913 |
| 44 | Spontaneous calcification of arteries and cartilage in mice lacking matrix GLA protein | Nature | 1997 | 1,895 |
| 45 | THE GENERAL ADAPTATION SYNDROME AND THE DISEASES OF ADAPTATION1 | Journal of Clinical Endocrinology and Metabolism | 1946 | 1,889 |
| 46 | VARIATION PARTITIONING OF SPECIES DATA MATRICES: ESTIMATION AND COMPARISON OF FRACTIONS | Ecology | 2006 | 1,875 |
| 47 | Quantum cryptography without Bell’s theorem | Physical Review Letters | 1992 | 1,871 |
| 48 | Spatial pattern and ecological analysis | Plant Ecology | 1989 | 1,858 |
| 49 | The multistage 20 metre shuttle run test for aerobic fitness | Journal of Sports Sciences | 1988 | 1,846 |
| 50 | Biodiversity and stability in grasslands | Nature | 1994 | 1,840 |
