David Page

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Peggy PeissigMarshfield Clinic Research InstituteVerified email at marshfieldresearch.org
Vítor Santos CostaProfessor of Computer Science, Universidade do PortoVerified email at dcc.fc.up.pt
Elizabeth Burnside M.D., MPH, M.S.Professor of Radiology, University of Wisconsin School of Medicine and Public HealthVerified email at uwhealth.org
Jude ShavlikProfessor of Computer Science and of Biostatistics & Medical Informatics, University of WisconsinVerified email at cs.wisc.edu
Jesse DavisProfessor, Department of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Ashwin SrinivasanSenior Professor, Computer Science, BITS-Pilani, GoaVerified email at wolfson.oxon.org
Ron StewartPrincipal Investigator--Morgridge Institute for ResearchVerified email at morgridge.org
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk
Sriraam NatarajanUniversity of Texas at DallasVerified email at utdallas.edu
Jie LiuUniversity of MichiganVerified email at umich.edu
Somesh JhaLubar Chair of Computer Science, University of WisconsinVerified email at cs.wisc.edu
Houssam NassifEx-Amazon, MetaVerified email at meta.com
Finn KuusistoUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Kendrick BoydUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Catherine McCartyUniversity of Minnesota Medical SchoolVerified email at d.umn.edu
Ines DutraProfessor of Computer Science, University of PortoVerified email at dcc.fc.up.pt
Mark CravenProfessor of Biostatistics and Medical Informatics, University of WisconsinVerified email at biostat.wisc.edu
Jeremy C WeissInvestigator, National Library of Medicine, National Institutes of HealthVerified email at nih.gov
Scott HebbringMarshfield ClinicVerified email at marshfieldresearch.org
Arezoo MovagharAssistant Professor at Wake Forest UniversityVerified email at wakehealth.edu

David Page

Duke University

Verified email at duke.edu - Homepage

machine learning biomedical informatics electronic health records


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Estimation of the warfarin dose with clinical and pharmacogenetic data International Warfarin Pharmacogenetics Consortium New England Journal of Medicine 360 (8), 753-764, 2009	1881	2009
Privacy in pharmacogenetics: An {End-to-End} case study of personalized warfarin dosing M Fredrikson, E Lantz, S Jha, S Lin, D Page, T Ristenpart 23rd USENIX security symposium (USENIX Security 14), 17-32, 2014	1143	2014
Area under the precision-recall curve: point estimates and confidence intervals K Boyd, KH Eng, CD Page Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013	656	2013
Human pluripotent stem cell-derived neural constructs for predicting neural toxicity MP Schwartz, Z Hou, NE Propson, J Zhang, CJ Engstrom, VS Costa, ... Proceedings of the National Academy of Sciences 112 (40), 12516-12521, 2015	359	2015
Modelling regulatory pathways in E. coli from time series expression profiles IM Ong, JD Glasner, D Page ISMB, 241-248, 2002	324	2002
An automated decision‐tree approach to predicting protein interaction hot spots SJ Darnell, D Page, JC Mitchell Proteins: Structure, Function, and Bioinformatics 68 (4), 813-823, 2007	255	2007
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	181	2007
KDD Cup 2001 report J Cheng, C Hatzis, H Hayashi, MA Krogel, S Morishita, D Page, J Sese ACM SIGKDD Explorations Newsletter 3 (2), 47-64, 2002	172	2002
Pharmacophore discovery using the inductive logic programming system Progol P Finn, S Muggleton, D Page, A Srinivasan Machine Learning 30, 241-270, 1998	172	1998
Evaluation of the modified asthma predictive index in high-risk preschool children TS Chang, RF Lemanske Jr, TW Guilbert, JE Gern, MH Coen, MD Evans, ... The Journal of Allergy and Clinical Immunology: In Practice 1 (2), 152-156, 2013	169	2013
CLP (BN): Constraint logic programming for probabilistic knowledge VS Costa, D Page, M Qazi, J Cussens arXiv preprint arXiv:1212.2519, 2012	165*	2012
Prediction of insemination outcomes in Holstein dairy cattle using alternative machine learning algorithms S Shahinfar, D Page, J Guenther, V Cabrera, P Fricke, K Weigel Journal of dairy science 97 (2), 731-742, 2014	153	2014
A Bayesian network approach to operon prediction J Bockhorst, M Craven, D Page, J Shavlik, J Glasner Bioinformatics 19 (10), 1227-1235, 2003	151	2003
Clinical applications of machine learning in the diagnosis, classification, and prediction of heart failure CR Olsen, RJ Mentz, KJ Anstrom, D Page, PA Patel American Heart Journal 229, 1-17, 2020	148	2020
Unachievable region in precision-recall space and its effect on empirical evaluation K Boyd, VS Costa, J Davis, CD Page Proceedings of the... International Conference on Machine Learning …, 2012	132	2012
Privacy-preserving ridge regression with only linearly-homomorphic encryption I Giacomelli, S Jha, M Joye, CD Page, K Yoon Applied Cryptography and Network Security: 16th International Conference …, 2018	130	2018
Machine learning for personalized medicine: predicting primary myocardial infarction from electronic health records JC Weiss, S Natarajan, PL Peissig, CA McCarty, D Page Ai Magazine 33 (4), 33-33, 2012	119	2012
Machine learning algorithm predicts cardiac resynchronization therapy outcomes: lessons from the COMPANION trial MM Kalscheur, RT Kipp, MC Tattersall, C Mei, KA Buhr, DL DeMets, ... Circulation: Arrhythmia and Electrophysiology 11 (1), e005499, 2018	118	2018
Quickfoil: Scalable inductive logic programming Q Zeng, JM Patel, D Page Proceedings of the VLDB Endowment 8 (3), 197-208, 2014	118	2014
Multi-instance tree learning H Blockeel, D Page, A Srinivasan Proceedings of the 22nd international conference on Machine learning, 57-64, 2005	115	2005

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