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Author Details

Cynthia Rudin
Duke University
0000-0003-4283-2780
2012
28
9
PMIDPaper TitleJournal TitlePublished Year
37563117Applied machine learning as a driver for polymeric biomaterials design.Nat Commun2023
37662339<i>How Many Patients Do You Need?</i> Investigating Trial Designs for Anti-Seizure Treatment in Acute Brain Injury Patients.medRxiv2023
37782786Interpretable algorithmic forensics.Proc Natl Acad Sci U S A2023
37600123Tensile performance data of 3D printed photopolymer gyroid lattices.Data Brief2023
36051654Fast Sparse Decision Tree Optimization via Reference Ensembles.Proc AAAI Conf Artif Intell2022
37786624Exploring the Whole Rashomon Set of Sparse Decision Trees.Adv Neural Inf Process Syst2022
35601052Fast Sparse Classification for Generalized Linear and Additive Models.Proc Mach Learn Res2022
35853932Towards a comprehensive evaluation of dimension reduction methods for transcriptomic data visualization.Commun Biol2022
35523713Data solidarity for machine learning for embryo selection: a call for the creation of an open access repository of embryo data.Reprod Biomed Online2022
36970634Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design.CEUR Workshop Proc2022
34794126A supervised machine learning semantic segmentation approach for detecting artifacts in plethysmography signals from wearables.Physiol Meas2021
34938903Interpretable, not black-box, artificial intelligence should be used for embryo selection.Hum Reprod Open2021
29741607Modeling recovery curves with application to prostatectomy.Biostatistics2019
35603010Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.Nat Mach Intell2019
34335110All Models are Wrong, but <i>Many</i> are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously.J Mach Learn Res2019
31198908Interpretable Almost-Exact Matching for Causal Inference.Proc Mach Learn Res2019
29374138A Shared Vision for Machine Learning in Neuroscience.J Neurosci2018
28679220Erratum: "Prediction uncertainty and optimal experimental design for learning dynamical systems" [Chaos 26, 063110 (2016)].Chaos2017
28384801The World Health Organization Adult Attention-Deficit/Hyperactivity Disorder Self-Report Screening Scale for DSM-5.JAMA Psychiatry2017
29052706Association of an Electroencephalography-Based Risk Score With Seizure Probability in Hospitalized Patients.JAMA Neurol2017
27057085Learning Classification Models of Cognitive Conditions from Subtle Behaviors in the Digital Clock Drawing Test.Mach Learn2016
26350602Clinical Prediction Models for Sleep Apnea: The Importance of Medical History over Symptoms.J Clin Sleep Med2016
27368775Prediction uncertainty and optimal experimental design for learning dynamical systems.Chaos2016
27010978A Computational Model of Inhibition of HIV-1 by Interferon-Alpha.PLoS One2016
27441407A Bayesian Approach to Learning Scoring Systems.Big Data2015
27442842Finding Patterns with a Rotten Core: Data Mining for Crime Series with Cores.Big Data2015
27442303Tire Changes, Fresh Air, and Yellow Flags: Challenges in Predictive Analytics for Professional Racing.Big Data2014
21576741Machine learning for the New York City power grid.IEEE Trans Pattern Anal Mach Intell2012
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Collaborators

Edward P Browne
University of North Carolina at Chapel Hill
Co-authored papers 4
Margo Seltzer
The University of British Columbia.
Co-authored papers 4
Berk Ustun
Massachusetts Institute of Technology, University of California Berkeley, University of California San Diego
Co-authored papers 3
Benjamin Letham
Operations Research Center, Massachusetts Institute of Technology
Co-authored papers 3
Michael B Westover
Beth Israel Deaconess Medical Center
Co-authored papers 3
Michael Anis Mihdi Afnan
Wigan and Leigh Foundation Trust
Co-authored papers 2
Masoud Afnan
Qingdao United Family Hospital
Co-authored papers 2
Alexander Volfovsky
Duke University
Co-authored papers 2
Portia A Letham
Arizona State University
Co-authored papers 2
Julian Savulescu
Centre for Biomedical Ethics, National University of Singapore
Co-authored papers 2
Michael J Gruber
Umea University
Co-authored papers 1
Zhi Chen
Duke University.
Co-authored papers 1
Vikaas S Sohal
University of California san francisco
Co-authored papers 1
John L Gore
University of Washington School of Medicine
Co-authored papers 1
Aaron Fisher
Takeda Pharmaceuticals
Co-authored papers 1
Abhishek Mishra
Uehiro Centre for Practical Ethics, University of Oxford
Co-authored papers 1
Bert Huang
Co-authored papers 1
Rod Swenson
University of North Dakota School of Medicine and Health Sciences
Co-authored papers 1
Vincent Conitzer
Co-authored papers 1
Suzette M LaRoche
University of North Carolina
Co-authored papers 1
Yameng Liu
Duke University
Co-authored papers 1
Albert Boulanger
Co-authored papers 1
Jong Woo Lee
Brigham and Women's Hospital
Co-authored papers 1
Emily J Gilmore
Yale University School of Medicine
Co-authored papers 1
Ilias Karimalis
University of British Columbia.
Co-authored papers 1
Emily K Augustine
Duke University
Co-authored papers 1
Haoqi Sun
Beth Israel Deaconess Medical Center
Co-authored papers 1
Jacques Chen
University of British Columbia.
Co-authored papers 1
Sahar F Zafar
Massachusetts General Hospital
Co-authored papers 1
William Souillard-Mandar
Massachusetts Institute of Technology
Co-authored papers 1
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