User profiles for S. K. Murthy

Sreerama Murthy

CEO & Chief Data Scientist, Quadratyx
Verified email at quadratyx.com
Cited by 4387

Automatic construction of decision trees from data: A multi-disciplinary survey

SK Murthy - Data mining and knowledge discovery, 1998 - Springer
Decision trees have proved to be valuable tools for the description, classification and
generalization of data. Work on constructing decision trees from data exists in multiple disciplines …

Nanoparticles in modern medicine: state of the art and future challenges

SK Murthy - International journal of nanomedicine, 2007 - Taylor & Francis
Nanoparticles are materials with overall dimensions in the nanoscale, ie, under 100 nm. In
recent years, these materials have emerged as important players in modern medicine, with …

AGA clinical practice update on endoscopic surveillance and management of colorectal dysplasia in inflammatory bowel diseases: expert review

SK Murthy, JD Feuerstein, GC Nguyen, FS Velayos - Gastroenterology, 2021 - Elsevier
Improvements in disease management, as well as endoscopic technology and quality, have
dramatically changed the way in which we conceptualize and manage inflammatory bowel …

A system for induction of oblique decision trees

SK Murthy, S Kasif, S Salzberg - Journal of artificial intelligence research, 1994 - jair.org
This article describes a new system for induction ofoblique decision trees. This system, OC1,
combines deterministic hill-climbing with two forms of randomization to find a goodoblique …

Fundamentals and application of magnetic particles in cell isolation and enrichment: a review

BD Plouffe, SK Murthy, LH Lewis - Reports on Progress in …, 2014 - iopscience.iop.org
Magnetic sorting using magnetic beads has become a routine methodology for the separation
of key cell populations from biological suspensions. Due to the inherent ability of magnets …

[HTML][HTML] Past and future burden of inflammatory bowel diseases based on modeling of population-based data

…, ME Kuenzig, D Leddin, KA McBrien, SK Murthy… - Gastroenterology, 2019 - Elsevier
Background & Aims Inflammatory bowel diseases (IBDs) exist worldwide, with high prevalence
in North America. IBD is complex and costly, and its increasing prevalence places a …

Trends in epidemiology of pediatric inflammatory bowel disease in Canada: distributed network analysis of multiple population-based provincial health administrative …

…, JL Jones, D Leddin, SK Murthy… - Official journal of the …, 2017 - journals.lww.com
Objectives: The incidence of pediatric-onset inflammatory bowel disease (IBD) is increasing
worldwide. We used population-based health administrative data to determine national …

[PDF][PDF] OC1: A randomized algorithm for building oblique decision trees

SK Murthy, S Kasif, S Salzberg, R Beigel - Proceedings of AAAI, 1993 - Citeseer
This paper introduces OC1, a new algorithm for generating multivariate decision trees.
Multivariate trees classify examples by testing linear combinations of the features at each non-leaf …

Mass-spectrometry-based molecular characterization of extracellular vesicles: lipidomics and proteomics

S Kreimer, AM Belov, I Ghiran, SK Murthy… - Journal of proteome …, 2015 - ACS Publications
This review discusses extracellular vesicles (EVs), which are submicron-scale, anuclear,
phospholipid bilayer membrane enclosed vesicles that contain lipids, metabolites, proteins, …

Venous thromboembolism in inflammatory bowel disease: an epidemiological review

SK Murthy, GC Nguyen - Official journal of the American College of …, 2011 - journals.lww.com
OBJECTIVES: This article aims to review the evidence implicating inflammatory bowel disease
(IBD) as a risk factor for the development of venous thromboembolic events (VTEs), as …