B
Balaji Krishnapuram
Researcher at Siemens
Publications - 84
Citations - 4180
Balaji Krishnapuram is an academic researcher from Siemens. The author has contributed to research in topics: Support vector machine & Feature selection. The author has an hindex of 28, co-authored 84 publications receiving 3918 citations. Previous affiliations of Balaji Krishnapuram include IBM & Duke University.
Papers
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Journal ArticleDOI
Pd-0571 rapid learning in practice: validation of an eu population-based prediction model in usa trial data for h&n cancer.
Andre Dekker,W. Wiessler,Ying Xiao,Balaji Krishnapuram,Bharat Rao,Elizabeth O'Meara,Emmanuel Rios Velazquez,James M. Galvin,Walter J. Curran,P. Lambin +9 more
Book ChapterDOI
Addressing image variability while learning classifiers for detecting clusters of micro-calcifications
Glenn Fung,Balaji Krishnapuram,Nicolas J. Merlet,Eli Ratner,Philippe Bamberger,Jonathan Stoeckel,R. Bharat Rao +6 more
TL;DR: Experimental studies on the detection of clusters of micro-calcifications indicate that the proposed method significantly outperforms a state-of-the-art general purpose method for designing classifiers (SVM), in terms of FROC curves on a hold out test set.
Patent
Computerized Surveillance of Medical Treatment
TL;DR: In this article, the authors identify patients that potentially match templates consistent with possible adverse reactions, possibly including adverse reactions not associated with the treatment, and identify patient clusters with unusual patterns.
Journal ArticleDOI
Predictive Models in Personalized Medicine: Neural Information Processing Systems (NIPS), 2010 workshop report
Faisal Farooq,Balaji Krishnapuram,Romer Rosales,Shipeng Yu,Jude W. Shavlik,Raju Kucherlapati +5 more
TL;DR: This workshop report is an overview of the Predictive Models in Personalized Medicine workshop held on Dec. 11, 2010 at 2010 Neural Information Processing Systems (NIPS) Conference in Whistler, Canada.