Subramani Mani
TitleCited byYear
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
10832012
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
4182010
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
2031995
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
1932011
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
1462010
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
1271996
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
832014
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
762016
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
712012
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
712011
Unexplored therapeutic opportunities in the human genome
TI Oprea, CG Bologa, S Brunak, A Campbell, GN Gan, A Gaulton, ...
Nature Reviews Drug Discovery, 2018
692018
Beyond Concise and Colorful: Learning Intelligible Rules.
MJ Pazzani, S Mani, WR Shankle
KDD 97, 235-238, 1997
681997
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
532001
Causal discovery using a Bayesian local causal discovery algorithm.
S Mani, GF Cooper
Medinfo, 731-735, 2004
472004
A theoretical study of Y structures for causal discovery
S Mani, PL Spirtes, GF Cooper
arXiv preprint arXiv:1206.6853, 2012
452012
Comprehensible knowledge discovery in databases
M Pazzani, S Mani, WR Shankle
Proceedings of the Nineteenth Annual Conference of the Cognitive Science …, 1997
421997
MENTOR: a bayesian model for prediction of mental retardation in newborns
S Mani, S McDermott, M Valtorta
Research in Developmental Disabilities 18 (5), 303-318, 1997
391997
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
332012
A study in causal discovery from population-based infant birth and death records.
S Mani, GF Cooper
Proceedings of the AMIA Symposium, 315, 1999
331999
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
281999
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Articles 1–20