Causal inference analysis of the radiologic progression in the chronic obstructive pulmonary disease

Autor: Yunjoo Im, Kwonsang Lee, Sang Min Lee, Sun Hye Shin, Yeonseok Choi, Jae-Seung Lee, Yeon Mok Oh, Jonghoon Kim, You Jin Oh, Ho Yun Lee, Hye Yun Park

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-8 (2024)

Abstract There is limited evidence regarding the causal inference of emphysema and functional small airway disease in the subsequent progression of chronic obstructive pulmonary disease (COPD). Patients consisting of two independent cohorts diagnosed

Externí odkaz: https://doaj.org/article/926e2ab0d7d447ba97a326ab943b384a

Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Causal Effects

Autor: Falco J Bargagli-Stoffi, Cadei, Riccardo, Kwonsang Lee, Dominici, Francesca

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::644e1bd45b0fe7207c986e5cd7112698

Causal Inference and Machine Learning approaches to discover de novo sub-populations with heterogeneous air pollution health effects

Autor: Francesca Dominici, Kwonsang Lee, Falco J. Bargagli Stoffi

Publikováno v: ISEE Conference Abstracts. 2021

BACKGROUND AND AIM: In environmental health sciences, it is critically important to identify subgroups of the study population where a treatment (or exposure) has a notably larger or smaller causal...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::620d87f7dcfd11a367a6882bbec7dbc3
https://doi.org/10.1289/isee.2021.o-sy-108

Risk maps for cities: Incorporating streets into geostatistical models

Autor: Kwonsang Lee, Erica Billig Rose, Michelle E. Ross, Ricardo Castillo-Neyra, Michael J. Levy, Dylan S. Small, Jason Roy

Publikováno v: Spat Spatiotemporal Epidemiol

Vector-borne diseases commonly emerge in urban landscapes, and Gaussian field models can be used to create risk maps of vector presence across a large environment. However, these models do not account for the possibility that streets function as perm

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::60cdc768f6eaeec3f6ca42d935ef2bde
https://doi.org/10.1016/j.sste.2018.08.003

The Use of a Quasi-Experimental Study on the Mortality Effect of a Heat Wave Warning System in Korea

Autor: Michelle L. Bell, Seulkee Heo, Amruta Nori-Sarma, Francesca Dominici, Tarik Benmarhnia, Kwonsang Lee

Publikováno v: International journal of environmental research and public health, vol 16, iss 12
International Journal of Environmental Research and Public Health, Vol 16, Iss 12, p 2245 (2019)
International Journal of Environmental Research and Public Health
Volume 16
Issue 12

Many cities and countries have implemented heat wave warning systems to combat the health effects of extreme heat. Little is known about whether these systems actually reduce heat-related morbidity and mortality. We examined the effectiveness of heat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9f463fcdb665224814e54881803506c6
https://escholarship.org/uc/item/89m9s9hw