Subramani Mani

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Michael J. PazzaniDistinguished Principal ScientistDirección de correo verificada de isi.edu
Yukun ChenPieces Technologies Inc.Dirección de correo verificada de piecestech.com
Joshua C. DennyCEO, All of Us Research ProgramDirección de correo verificada de nih.gov
Hua XuRobert T. McCluskey Professor, Section of Biomedical Informatics and Data Science, Yale UniversityDirección de correo verificada de yale.edu
Gregory CooperProfessor of Biomedical Informatics, University of PittsburghDirección de correo verificada de pitt.edu
Ioannis TsamardinosProfessor, Computer Science Department, University of CreteDirección de correo verificada de csd.uoc.gr
Xenofon KoutsoukosVanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Kyle R AllisonAssistant Professor, Emory University, Georgia Institute of TechnologyDirección de correo verificada de emory.edu
Robert J. PrillIBM ResearchDirección de correo verificada de us.ibm.com
James CostelloUniversity of Colorado Anschutz Medical CampusDirección de correo verificada de ucdenver.edu
Daniel MarbachRoche Pharma Research and Early Development, Basel, SwitzerlandDirección de correo verificada de roche.com
S Trent Rosenbloom MD MPH FACMI...Vanderbilt University Medical CenterDirección de correo verificada de VUMC.org
Mei LiuAssociate Professor, University of FloridaDirección de correo verificada de ufl.edu
H. Atakan VarolDepartment Chair and Professor, Department of Robotics, SEDS, Nazarbayev UniversityDirección de correo verificada de nu.edu.kz
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineDirección de correo verificada de ics.uci.edu
Min JiangDirector of Natual Language Processing, Eli LillyDirección de correo verificada de lilly.com
Thomas YankeelovDirector, Center for Computational Oncology, The University of Texas at AustinDirección de correo verificada de utexas.edu
Jörn-Hendrik WeitkampProfessor of Pediatrics, Vanderbilt UniversityDirección de correo verificada de vumc.org
Hui NianVanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Tudor OpreaCEO, Expert Systems IncDirección de correo verificada de expertsystems.inc

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Subramani Mani

Associate Professor of Medicine, University of New Mexico

Dirección de correo verificada de salud.unm.edu

clinical informatics translational informatics precision medicine machine learning causal discovery


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Wisdom of crowds for robust gene network inference D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ... Nature methods 9 (8), 796, 2012	1808	2012
Local causal and markov blanket induction for causal discovery and feature selection for classification part i: Algorithms and empirical evaluation CF Aliferis, A Statnikov, I Tsamardinos, S Mani, XD Koutsoukos Journal of Machine Learning Research 11 (Jan), 171-234, 2010	674	2010
Unexplored therapeutic opportunities in the human genome TI Oprea, CG Bologa, S Brunak, A Campbell, GN Gan, A Gaulton, ... Nature Reviews Drug Discovery, 2018	363	2018
A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries M Jiang, Y Chen, M Liu, ST Rosenbloom, S Mani, JC Denny, H Xu Journal of the American Medical Informatics Association 18 (5), 601-606, 2011	321	2011
Pharos: Collating protein information to shed light on the druggable genome DT Nguyen, S Mathias, C Bologa, S Brunak, N Fernandez, A Gaulton, ... Nucleic acids research 45 (D1), D995-D1002, 2016	254	2016
A population-based analysis of specific behavior problems associated with childhood seizures S McDermott, S Mani, S Krishnawami Journal of epilepsy 8 (2), 110-118, 1995	240	1995
Local causal and markov blanket induction for causal discovery and feature selection for classification part ii: Analysis and extensions CF Aliferis, A Statnikov, I Tsamardinos, S Mani, XD Koutsoukos Journal of Machine Learning Research 11 (Jan), 235-284, 2010	222	2010
Medical decision support using machine learning for early detection of late-onset neonatal sepsis S Mani, A Ozdas, C Aliferis, HA Varol, Q Chen, R Carnevale, Y Chen, ... Journal of the American Medical Informatics Association 21 (2), 326-336, 2014	196	2014
A population-based analysis of behavior problems in children with cerebral palsy S McDermott, AL Coker, S Mani, S Krishnaswami, RJ Nagle, ... Journal of pediatric psychology 21 (3), 447-463, 1996	164	1996
Type 2 diabetes risk forecasting from EMR data using machine learning S Mani, Y Chen, T Elasy, W Clayton, J Denny AMIA annual symposium proceedings 2012, 606, 2012	163	2012
Extracting and integrating data from entire electronic health records for detecting colorectal cancer cases H Xu, Z Fu, A Shah, Y Chen, NB Peterson, Q Chen, S Mani, MA Levy, ... AMIA Annual Symposium Proceedings 2011, 1564, 2011	113	2011
Acceptance of rules generated by machine learning among medical experts MJ Pazzani, S Mani, WR Shankle Methods of information in medicine 40 (5), 380-385, 2001	86	2001
Beyond Concise and Colorful: Learning Intelligible Rules. MJ Pazzani, S Mani, WR Shankle KDD 97, 235-238, 1997	73	1997
A theoretical study of Y structures for causal discovery S Mani, PL Spirtes, GF Cooper arXiv preprint arXiv:1206.6853, 2012	71	2012
Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy S Mani, Y Chen, X Li, L Arlinghaus, AB Chakravarthy, V Abramson, ... Journal of the American Medical Informatics Association 20 (4), 688-695, 2013	64	2013
Causal discovery using a Bayesian local causal discovery algorithm. S Mani, GF Cooper Medinfo, 731-735, 2004	64	2004
Applying active learning to assertion classification of concepts in clinical text Y Chen, S Mani, H Xu Journal of biomedical informatics 45 (2), 265-272, 2012	60	2012
Comprehensible knowledge discovery in databases M Pazzani, S Mani, WR Shankle Proceedings of the Nineteenth Annual Conference of the Cognitive Science …, 1997	47	1997
Two-Stage Machine Learning model for guideline development S Mani, WR Shankle, MB Dick, MJ Pazzani Artificial intelligence in medicine 16 (1), 51-71, 1999	46	1999
Detecting abbreviations in discharge summaries using machine learning methods Y Wu, ST Rosenbloom, JC Denny, RA Miller, S Mani, DA Giuse, H Xu AMIA Annual Symposium Proceedings 2011, 1541, 2011	45	2011

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