CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
References
id ecaade2020_054
authors Liu, Yuezhong, Stouffs, Rudi and Theng, Yin Leng
year 2020
title Development of Synthetic Patient Data to Support Urban Planning for Public Health
doi https://doi.org/10.52842/conf.ecaade.2020.1.315
source Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 315-322
summary Healthy urban planning is about planning for people, considering the needs of people and communities during the planning process and the implications of decisions for human health and well-being. However, access to real electronic health record (EHR) data is hindered by legal, privacy, security, and intellectual property restrictions. The lack of freely distributable health records has become an important issue for healthy urban planning. This research develops a source of synthetic electronic health records based on reviewed and meta-analysed evidence on the association between built environmental characteristics related to lifestyle chronic diseases. This research uses Type 2 Diabetes Mellitus (T2DM) as health for proof of concept. The results roughly approximate age and gender groups at diagnosis curves (R2 = 0.876), and correctly generated more than 90% of patients for the all age group in Singapore. As a summary, these pilot validated synthetic records could be used as a risk-free (no privacy & security issues) data for supporting healthy urban planning.
keywords synthetic patient; urban planning; computer simulation; Type 2 Diabetes Mellitus; GIS
series eCAADe
email
full text file.pdf (9,680,656 bytes)
references Content-type: text/plain
Details Citation Select
100%; open American Diabetes Association, ADA (2009) Find in CUMINCAD Diagnosis and classification of diabetes mellitus , Diabetes Care, 32(Supplement 1), pp. 81-90

100%; open Barton, HG (2009) Find in CUMINCAD Healthy urban planning in European cities , Health Promotion International, 24(1), pp. 91-99

100%; open Braver, NRDL (2018) Find in CUMINCAD Built environmental characteristics and diabetes: a systematic review and meta-analysis , BMC Medicine, 16(12), p. 12

100%; open Choi, EM (2017) Find in CUMINCAD Generating Multi-label Discrete Patient Records using Generative Adversarial Networks , Proceedings of Machine Learning for Healthcare, pp. 1-20

100%; open Dube, KG (2013) Find in CUMINCAD Approach and Method for Generating Realistic Synthetic Electronic Healthcare Records for Secondary Use Approach and Method for Generating Realistic Synthetic Electronic Healthcare Records , FHIES 2013

100%; open Duhl, LJKS (1999) Find in CUMINCAD Healthy Cities and The City Planning Process: a background document on links between health and urban planning , Regional Office For Europe, European Commission, Brussels

100%; open Kartoun, U (2016) Find in CUMINCAD A Methodology to Generate Virtual Patient Repositories , arXiv:1608.00570

100%; open Kautzky-Willer, AH (2016) Find in CUMINCAD Sex and Gender Differences in Risk, Pathophysiology and Complications of Type 2 Diabetes Mellitus. , Endocrine reviews, 37(3), pp. 278-316

100%; open Kent, JT (2012) Find in CUMINCAD Health and the built environment: Exploring foundations for a new interdisciplinary profession , Journal of Environmental and Public Health, 2012, pp. 10-10

100%; open Lowe, MB (2014) Find in CUMINCAD Urban design and health: Progress to date and future challenges , Health Promotion Journal of Australia, 25(1), pp. 14-18

100%; open McLachlan, S (2016) Find in CUMINCAD Realism in Synthetic Data Generation , Ph.D. Thesis, Massey University

100%; open Minister of Health, MOH (eds) (2010) Find in CUMINCAD National Health Survey , Ministry of Health, Singapore

100%; open Ministry of Health, MOH (2018) Find in CUMINCAD The War On Diabetes , Summary Report, 1, pp. 1-17

100%; open Mwogi, TSB (2014) Find in CUMINCAD An Evaluation of Two Methods for Generating Synthetic HL7 Segments Reflecting Real-World Health Information Exchange Transactions. , AMIA ... Annual Symposium proceedings. AMIA Symposium, 2014, pp. 1855-1863

100%; open Renalds, AS (2010) Find in CUMINCAD A systematic review of built environment and health , Family and Community Health, 33(1), pp. 68-78

100%; open Van den Bulcke, TVL (2006) Find in CUMINCAD SynTReN: a generator of synthetic gene expression data for design and analysis of structure learning algorithms , BMC Bioinformatics, 7(1), pp. 43-43

100%; open Walonoski, JK (2017) Find in CUMINCAD Synthea : An approach , method , and software mechanism for generating synthetic patients and the synthetic electronic health care record , Journal of the American Medical Informatics Association, 25(3), pp. 230-238

100%; open World Health Organization, WHO (1995) Find in CUMINCAD City health planning: the framework , Regional Office For Europe

100%; open World Health Organization, WHO (1997) Find in CUMINCAD City planning for health and sustainable development , European Sustainable Development and Health Series: 1, Regional Office For Europe

100%; open Wu, YD (2014) Find in CUMINCAD Risk factors contributing to type 2 diabetes and recent advances in the treatment and prevention , International journal of medical sciences, 11(11), pp. 1185-1200

last changed 2022/06/07 07:59
pick and add to favorite papersHOMELOGIN (you are user _anon_825205 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002