The mission of the Contextual Analysis Core (CONAC) is to provide resources, such as consultation on complex methods, needed by the component projects to perform multilevel modeling and spatial analysis. This mission will be met by three specific aims, each of which focuses on a specific aspect of contextual analysis pertinent to the component projects.
These aims i nclude state-of-the art services for geospatial analysis, assistance with social and geographical network construction and analysis, and multi-level analysis services. Led by John H. Holmes, PhD and Charles Branas, PhD, the CONCAC will leverage existing resources available through the Cartographic Modeling Lab (CML) at the University of Pennsylvania. The CML supports a wide variety of geographic, geospatial, and network modeling software, specialized hardware, administered by expert staff to assist the COE investigators with their analysis. In addition, the CONAC will provide investigators with statistical support for specialized and advanced multilevel and geospatial analyses. Finally, specialized data mining tools will be used to assist with variable selection and other knowledge discovery tasks.
|Yamoah, Kosj; Zeigler-Johnson, Charnita M; Jeffers, Abra et al. (2016) The impact of body mass index on treatment outcomes for patients with low-intermediate risk prostate cancer. BMC Cancer 16:557|
|Zeigler-Johnson, Charnita; Morales, Knashawn H; Glanz, Karen et al. (2015) Individual- and neighborhood-level education influences the effect of obesity on prostate cancer treatment failure after prostatectomy. Cancer Causes Control 26:1329-37|
|Yamoah, Kosj; Deville, Curtiland; Vapiwala, Neha et al. (2015) African American men with low-grade prostate cancer have increased disease recurrence after prostatectomy compared with Caucasian men. Urol Oncol 33:70.e15-22|
|Yamoah, Kosj; Walker, Amy; Spangler, Elaine et al. (2015) African-american race is a predictor of seminal vesicle invasion after radical prostatectomy. Clin Genitourin Cancer 13:e65-72|
|Yamoah, Kosj; Johnson, Michael H; Choeurng, Voleak et al. (2015) Novel Biomarker Signature That May Predict Aggressive Disease in African American Men With Prostate Cancer. J Clin Oncol 33:2789-96|
|Rebbeck, Timothy R; Haas, Gabriel P (2014) Temporal trends and racial disparities in global prostate cancer prevalence. Can J Urol 21:7496-506|
|Lynch, Shannon M; Rebbeck, Timothy R (2013) Bridging the gap between biologic, individual, and macroenvironmental factors in cancer: a multilevel approach. Cancer Epidemiol Biomarkers Prev 22:485-95|