Jay B. Dean

Research interests

Publications

• A Clinical Prediction Rule to Identify Febrile Infants 60 Days and Younger at Low Risk for Serious Bacterial Infections

  Archives of Pediatrics and Adolescent Medicine · 2019 · 10.1001/jamapediatrics.2018.5501

• Machine Learning in Medicine

  New England Journal of Medicine · 2019 · 10.1056/nejmra1814259

• Scalable and accurate deep learning with electronic health records.

  eScholarship (California Digital Library) · 2018

• Therapeutic Hypothermia after In-Hospital Cardiac Arrest in Children

  New England Journal of Medicine · 2017 · 10.1056/nejmoa1610493

• In-Datacenter Performance Analysis of a Tensor Processing Unit

  ACM SIGARCH Computer Architecture News · 2017 · 10.1145/3140659.3080246

• Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

  Transactions of the Association for Computational Linguistics · 2017 · 10.1162/tacl_a_00065

• In-Datacenter Performance Analysis of a Tensor Processing Unit

  Journal · 2017 · 10.1145/3079856.3080246

• TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

  arXiv (Cornell University) · 2016 · https://doi.org/10.48550/arxiv.1603.04467

• TensorFlow: A system for large-scale machine learning

  arXiv (Cornell University) · 2016 · https://doi.org/10.48550/arxiv.1605.08695

• Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

  arXiv (Cornell University) · 2016 · 10.48550/arxiv.1609.08144

• TensorFlow: a system for large-scale machine learning

  Operating Systems Design and Implementation · 2016 · https://doi.org/10.5555/3026877.3026899

• Therapeutic Hypothermia after Out-of-Hospital Cardiac Arrest in Children

  New England Journal of Medicine · 2015 · 10.1056/nejmoa1411480

• Distilling the Knowledge in a Neural Network

  arXiv (Cornell University) · 2015 · https://doi.org/10.48550/arxiv.1503.02531

• Zero-Shot Learning by Convex Combination of Semantic Embeddings

  arXiv (Cornell University) · 2013 · 10.48550/arxiv.1312.5650

• Efficient Estimation of Word Representations in Vector Space

  arXiv (Cornell University) · 2013 · 10.48550/arxiv.1301.3781

• Efficient Estimation of Word Representations in Vector Space

  arXiv (Cornell University) · 2013

• Spanner

  ACM Transactions on Computer Systems · 2013 · 10.1145/2518037.2491245

• The tail at scale

  Communications of the ACM · 2013 · 10.1145/2408776.2408794

• Spanner

  ACM Transactions on Computer Systems · 2013 · 10.1145/2491245

• Spanner: Google's globally-distributed database

  Journal · 2012 · 10.5555/2387880.2387905

• Large Scale Distributed Deep Networks

  Journal · 2012

• Multicenter cohort study of out-of-hospital pediatric cardiac arrest*

  Critical Care Medicine · 2010 · 10.1097/ccm.0b013e3181fa3c17

• Multicenter cohort study of in-hospital pediatric cardiac arrest*

  Pediatric Critical Care Medicine · 2009 · 10.1097/pcc.0b013e3181a7045c

• MapReduce

  Communications of the ACM · 2009 · 10.1145/1629175.1629198

• Weaning and extubation readiness in pediatric patients*

  Pediatric Critical Care Medicine · 2009 · 10.1097/pcc.0b013e318193724d

• In-hospital versus out-of-hospital pediatric cardiac arrest: A multicenter cohort study*

  Critical Care Medicine · 2009 · 10.1097/ccm.0b013e3181a00a6a

• Bigtable

  ACM Transactions on Computer Systems · 2008 · 10.1145/1365815.1365816

• MapReduce

  Communications of the ACM · 2008 · 10.1145/1327452.1327492

• A Multicenter, Randomized, Controlled Trial of Dexamethasone for Bronchiolitis

  New England Journal of Medicine · 2007 · 10.1056/nejmoa071255

• Large Language Models in Machine Translation

  · 2007

• Bigtable: a distributed storage system for structured data

  Journal · 2006 · 10.5555/1298455.1298475

• Hyperoxia, reactive oxygen species, and hyperventilation: oxygen sensitivity of brain stem neurons

  Journal of Applied Physiology · 2004 · 10.1152/japplphysiol.00892.2003

• Web search for a planet: the google cluster architecture

  IEEE Micro · 2003 · 10.1109/mm.2003.1196112

• Role of intracellular and extracellular pH in the chemosensitive response of rat locus coeruleus neurones

  The Journal of Physiology · 2002 · 10.1113/jphysiol.2001.014142

• Development of in vivo ventilatory and single chemosensitive neuron responses to hypercapnia in rats

  Respiration Physiology · 2001 · 10.1016/s0034-5687(01)00242-0

• Depolarization and stimulation of neurons in nucleus tractus solitarii by carbon dioxide does not require chemical synaptic input

  Neuroscience · 1990 · 10.1016/0306-4522(90)90363-9

• Temperature Receptors in the Central Nervous System

  Annual Review of Physiology · 1986 · 10.1146/annurev.ph.48.030186.003231

Current projects

No projects listed.