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Author Details

Katherine Heller
Duke University
2003
15
11
PMIDPaper TitleJournal TitlePublished Year
34516151REFRESH: A new approach to modeling dimensional biases in perceptual similarity and categorization.Psychol Rev2021
32673244Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study.JMIR Med Inform2020
32734166Machine learning for early detection of sepsis: an internal and temporal validation study.JAMIA Open2020
31537911Author Correction: Do no harm: a roadmap for responsible machine learning for health care.Nat Med2019
31554788Massive computational acceleration by using neural networks to emulate mechanism-based biological models.Nat Commun2019
31427808Do no harm: a roadmap for responsible machine learning for health care.Nat Med2019
29374138A Shared Vision for Machine Learning in Neuroscience.J Neurosci2018
30481172Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study.PLoS Med2018
28754001Using Machine Learning to Discover Latent Social Phenotypes in Free-Ranging Macaques.Brain Sci2017
26391305An insula-frontostriatal network mediates flexible cognitive control by adaptively predicting changing control demands.Nat Commun2015
24929218Bayesian modeling of flexible cognitive control.Neurosci Biobehav Rev2014
21685095Small sets of interacting proteins suggest functional linkage mechanisms via Bayesian analogical reasoning.Bioinformatics2011
24587838RANKING RELATIONS USING ANALOGIES IN BIOLOGICAL AND INFORMATION NETWORKS.Ann Appl Stat2010
19660130R/BHC: fast Bayesian hierarchical clustering for microarray data.BMC Bioinformatics2009
14656968Sequence information for the splicing of human pre-mRNA identified by support vector machine classification.Genome Res2003
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Collaborators

Mark Sendak
Duke Institute for Health Innovation.
Co-authored papers 5
Suresh Balu
Duke Institute for Health Innovation, Duke University
Co-authored papers 3
Anna Goldenberg
SickKids Research Institute
Co-authored papers 2
Suchi Saria
Johns Hopkins University
Co-authored papers 2
Pilar N Ossorio
University of Wisconsin School of Law, Morgridge Institute for Research.
Co-authored papers 2
Vincent X Liu
Kaiser Permanente
Co-authored papers 2
Jenna Wiens
University of Michigan College of Engineering ann arbor
Co-authored papers 2
Edoardo M Airoldi
Temple University
Co-authored papers 2
Joseph Futoma
Harvard University, USA Duke University
Co-authored papers 2
Finale Doshi-Velez
Harvard University
Co-authored papers 2
Marzyeh Ghassemi
3Vector Institute
Co-authored papers 2
Kevin J Anstrom
University of North Carolina at Chapel Hill
Co-authored papers 1
Cynthia Rudin
Duke University
Co-authored papers 1
Vikaas S Sohal
University of California san francisco
Co-authored papers 1
Christina S Leslie
Co-authored papers 1
Helen S Mayberg
Icahn School of Medicine at Mount Sinai
Co-authored papers 1
Gy??rgy Buzs??ki
Neuroscience Institute, Langone Medical Center, New York University
Co-authored papers 1
Conor Liston
Feil Family Brain and Mind Research Institute
Co-authored papers 1
Mai-Anh T Vu
Center for Cognitive Neuroscience, Duke University
Co-authored papers 1
T??lay Adali
University of Maryland
Co-authored papers 1
David Carlson
Duke University
Co-authored papers 1
Guillermo Sapiro
Duke University
Co-authored papers 1
Demba Ba
Harvard University
Co-authored papers 1
Madhav Swaminathan
Duke University Medical Center
Co-authored papers 1
Alik S Widge
University of Minnesota
Co-authored papers 1
Kafui Dzirasa
Duke University School of Medicine
Co-authored papers 1
Release 1.2