|Grant Number:||5R01CA095949-05 Interpret this number|
|Primary Investigator:||Maceachren, Alan|
|Organization:||Pennsylvania State University-Univ Park|
|Project Title:||Geovisualization and Spatial Analysis of Cancer Data|
DESCRIPTION (provided by applicant): The research proposed here will develop, implement, assess, and disseminate the next generation of cross-platform, visually-enabled geospatial analysis methods and tools to support cancer-related public health research and policy. The primary objective of the work is to develop a coordinated visual, statistical, and computational approach that extends current abilities to explore, identify, investigate, and explain spatial patterns of cancer incidence and mortality, and their relationships to population demographics and health policy. Of special note are new mechanisms to assess the potential for errors of omission and commission in that analysis The proposed methods and tools will facilitate the integration of epidemiological, demographic, and health-policy data, enabling researchers and analysts to take a holistic view of communities, their health with respect to cancer, and relationships to health policy (e.g. screening, accessibility). A series of proof-of-concept case studies will be used to demonstrate and assess the methods and tools developed and, at the same time, to address specific cancer research questions relevant to the Appalachia Cancer Network (ACN). Formal usability assessment methods will be applied throughout the human-centered process of software design, implementation, and deployment. The goal of these assessments will be to ensure that the methods and tools developed are both accessible to and useable by the cancer researchers and analysts whose work they are intended to support. We will take full advantage of outreach efforts within the ACN and the Center for Spatially Integrated Social Science (CSISS), to disseminate software developed and to provide training in its use to the cancer research and policy communities within Appalachia and beyond.
Designing a web-based learning portal for geographic visualization and analysis in public health.
Authors: Robinson AC, MacEachren AM, Roth RE
Source: Health Informatics J, 2011 Sep;17(3), p. 191-208.
Constructing overview+detail dendrogram-matrix views.
Authors: Chen J, MacEachren AM, Peuquet DJ
Source: IEEE Trans Vis Comput Graph, 2009 Nov-Dec;15(6), p. 889-96.
Geovisual analytics to enhance spatial scan statistic interpretation: an analysis of U.S. cervical cancer mortality.
Authors: Chen J, Roth RE, Naito AT, Lengerich EJ, Maceachren AM
Source: Int J Health Geogr, 2008 Nov 7;7, p. 57.
EPub date: 2008 Nov 7.
Informing geospatial toolset design: understanding the process of cancer data exploration and analysis.
Authors: Bhowmick T, Griffin AL, MacEachren AM, Kluhsman BC, Lengerich EJ
Source: Health Place, 2008 Sep;14(3), p. 576-607.
EPub date: 2007 Oct 23.
A visualization system for space-time and multivariate patterns (VIS-STAMP).
Authors: Guo D, Chen J, MacEachren AM, Liao K
Source: IEEE Trans Vis Comput Graph, 2006 Nov-Dec;12(6), p. 1461-74.
Geovisualization for knowledge construction and decision support.
Authors: MacEachren AM, Gahegan M, Pike W, Brewer I, Cai G, Lengerich E, Hardisty F
Source: IEEE Comput Graph Appl, 2004 Jan-Feb;24(1), p. 13-7.