| # | Title | Journal | Year | Citations |
|---|
| 1 | Deep learning | Nature | 2015 | 52,813 |
| 2 | Atoms, molecules, solids, and surfaces: Applications of the generalized gradient approximation for exchange and correlation | Physical Review B | 1992 | 19,217 |
| 3 | The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3) | JAMA - Journal of the American Medical Association | 2016 | 16,554 |
| 4 | PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation | Annals of Internal Medicine | 2018 | 15,209 |
| 5 | Reducing the Dimensionality of Data with Neural Networks | Science | 2006 | 14,686 |
| 6 | Regression Shrinkage and Selection Via the Lasso | Journal of the Royal Statistical Society Series B: Methodological | 1996 | 14,507 |
| 7 | DETERMINATION OF SERUM PROTEINS BY MEANS OF THE BIURET REACTION | Journal of Biological Chemistry | 1949 | 14,083 |
| 8 | A Fast Learning Algorithm for Deep Belief Nets | Neural Computation | 2006 | 12,682 |
| 9 | Monte Carlo sampling methods using Markov chains and their applications | Biometrika | 1970 | 11,125 |
| 10 | RoB 2: a revised tool for assessing risk of bias in randomised trials | BMJ: British Medical Journal | 2019 | 10,984 |
| 11 | Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging | Journal of the American Society of Echocardiography | 2015 | 10,755 |
| 12 | 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer: The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer | Thyroid | 2016 | 10,674 |
| 13 | Array programming with NumPy | Nature | 2020 | 10,143 |
| 14 | A method for estimating the probability of adverse drug reactions | Clinical Pharmacology and Therapeutics | 1981 | 9,758 |
| 15 | A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010 | Lancet, The | 2012 | 9,397 |
| 16 | Observation of Gravitational Waves from a Binary Black Hole Merger | Physical Review Letters | 2016 | 8,753 |
| 17 | ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions | BMJ, The | 2016 | 8,654 |
| 18 | Astropy: A community Python package for astronomy | Astronomy and Astrophysics | 2013 | 8,416 |
| 19 | Planck2015 results | Astronomy and Astrophysics | 2016 | 8,344 |
| 20 | The Sloan Digital Sky Survey: Technical Summary | Astronomical Journal | 2000 | 8,099 |
| 21 | Anomalous collapses of Nares Strait ice arches leads to enhanced export of Arctic sea ice | Nature Communications | 2021 | 8,040 |
| 22 | Diagnostic criteria for multiple sclerosis: 2010 Revisions to the McDonald criteria | Annals of Neurology | 2011 | 8,001 |
| 23 | An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies | Multivariate Behavioral Research | 2011 | 7,822 |
| 24 | Levels of processing: A framework for memory research | Journal of Verbal Learning and Verbal Behavior | 1972 | 7,471 |
| 25 | Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups | IEEE Signal Processing Magazine | 2012 | 7,242 |
| 26 | Identification of the cystic fibrosis gene: cloning and characterization of complementary DNA | Science | 1989 | 7,062 |
| 27 | Acute Respiratory Distress Syndrome | JAMA - Journal of the American Medical Association | 2012 | 6,995 |
| 28 | Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines | Journal of Extracellular Vesicles | 2018 | 6,961 |
| 29 | 2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative | Arthritis and Rheumatism | 2010 | 6,781 |
| 30 | Identification of human brain tumour initiating cells | Nature | 2004 | 6,758 |
| 31 | The worldwide leaf economics spectrum | Nature | 2004 | 6,489 |
| 32 | Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial | Lancet Oncology, The | 2009 | 6,451 |
| 33 | GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral | Physical Review Letters | 2017 | 6,413 |
| 34 | Surviving Sepsis Campaign | Critical Care Medicine | 2013 | 6,362 |
| 35 | Human acute myeloid leukemia is organized as a hierarchy that originates from a primitive hematopoietic cell | Nature Medicine | 1997 | 6,150 |
| 36 | Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide | BMJ, The | 2014 | 5,661 |
| 37 | Child abuse: Adolescent records vs. adult recall | Child Abuse and Neglect | 1990 | 5,477 |
| 38 | Clustering by Passing Messages Between Data Points | Science | 2007 | 5,437 |
| 39 | cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination | Nature Methods | 2017 | 5,371 |
| 40 | Endovascular thrombectomy after large-vessel ischaemic stroke: a meta-analysis of individual patient data from five randomised trials | Lancet, The | 2016 | 5,331 |
| 41 | Erlotinib in Previously Treated Non–Small-Cell Lung Cancer | New England Journal of Medicine | 2005 | 5,267 |
| 42 | Three‐Year Wilkinson Microwave Anisotropy Probe ( WMAP ) Observations: Implications for Cosmology | Astrophysical Journal, Supplement Series | 2007 | 5,244 |
| 43 | The gut microbiota as an environmental factor that regulates fat storage | Proceedings of the National Academy of Sciences of the United States of America | 2004 | 5,131 |
| 44 | State-space solutions to standard H/sub 2/ and H/sub infinity / control problems | IEEE Transactions on Automatic Control | 1989 | 5,001 |
| 45 | Selective Cortical Undercutting As a Means of Modifying and Studying Frontal Lobe Function in Man | Journal of Neurosurgery | 1949 | 4,987 |
| 46 | Surface-enhanced spectroscopy | Reviews of Modern Physics | 1985 | 4,950 |
| 47 | Speech recognition with deep recurrent neural networks | Reviews of Modern Physics | 2013 | 4,893 |
| 48 | Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS): Scale presentation and clinimetric testing results | Movement Disorders | 2008 | 4,796 |
| 49 | Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition) | Autophagy | 2016 | 4,701 |
| 50 | Histological grading and staging of chronic hepatitis | Journal of Hepatology | 1995 | 4,685 |
