Katherine Heller - Concepedia

Author

Katherine Heller

Also Known As

Heller, Katherine, Heller, Katherine A, Heller, Katherine A., K Heller, K.A. Heller, Katherine A Heller, Katherine A. Heller, Katherine Heller, Silva, Ricardo, Swinton

156

Publications

5.2K

Citations

H-Index

123

Concepts

All Affiliations

Duke University University of Cambridge University College London Google (United States)University of Michigan

About

Katherine Heller is an author at Duke University specializing in data science, engineering, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	31	1.7K
2	Medicine	8	8	312
3	Education	1	1	13
4	Language Studies	1	1	17
5	Nursing	1	1	50

Katherine Heller

Publications

3.9K

Citations

H-Index

Page 1

	Year	Citations
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander D’Amour, Katherine Heller, Dan Moldovan, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningModern Ml PipelinesMachine Learning Tool	2020	430
Bayesian hierarchical clustering Katherine Heller, Zoubin Ghahramani Document ClusteringBayesian StatisticsMixture DistributionEngineeringBayesian Hierarchical Modeling	2005	369
The value of standards for health datasets in artificial intelligence-based applications Anmol Arora, Joseph Alderman, Joanne Palmer, Nature Medicine	2023	231
Development 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 Kristin Corey, Sehj Kashyap, Elizabeth Lorenzi, PLoS Medicine	2018	203
Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study Mark Sendak, William Ratliff, Dina Sarro, JMIR Medical Informatics	2019	197
One Class Support Vector Machines for Detecting Anomalous Windows Registry Accesses Katherine Heller, Krysta M. Svore, Angelos D. Keromytis, Columbia Academic Commons (Columbia University)	2003	170
Modelling Reciprocating Relationships with Hawkes Processes Charles Blundell, Jeffrey Beck, Katherine Heller	2012	144
The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling Sinead A. Williamson, Chong Wang, Katherine Heller,	2010	144
Bayesian Sets Zoubin Ghahramani, Katherine Heller Neural Information Processing Systems Natural Language ProcessingDocument ClusteringConjugate PriorsInformation RetrievalData Science	2005	130
Machine learning for early detection of sepsis: an internal and temporal validation study Armando Bedoya, Joseph Futoma, Meredith E. Clement, JAMIA Open	2020	99

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