[HTML][HTML] Clinical data reuse or secondary use: current status and potential future progress

SM Meystre, C Lovis, T Bürkle… - Yearbook of medical …, 2017 - thieme-connect.com
Objective: To perform a review of recent research in clinical data reuse or secondary use,
and envision future advances in this field. Methods: The review is based on a large literature …

[HTML][HTML] Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

H Zhang, C Zang, Z Xu, Y Zhang, J Xu, J Bian… - Nature Medicine, 2023 - nature.com
The post-acute sequelae of SARS-CoV-2 infection (PASC) refers to a broad spectrum of
symptoms and signs that are persistent, exacerbated or newly incident in the period after …

Business intelligence for patient-centeredness: a systematic review

W Zheng, YCJ Wu, L Chen - Telematics and Informatics, 2018 - Elsevier
This study utilized a systematic review to provide an overall understanding of how academic
research can be incorporated into business intelligence (BI) to ensure patient-centeredness …

[HTML][HTML] Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women

Y Zhang, S Wang, A Hermann, R Joly… - Journal of affective …, 2021 - Elsevier
Objective: There is a scarcity in tools to predict postpartum depression (PPD). We propose a
machine learning framework for PPD risk prediction using data extracted from electronic …

[HTML][HTML] Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death

Y Zhang, Y Zhang, E Sholle, S Abedian, M Sharko… - PloS one, 2020 - journals.plos.org
Objectives Early hospital readmissions or deaths are key healthcare quality measures in pay-
for-performance programs. Predictive models could identify patients at higher risk of …

[HTML][HTML] Socioeconomic variation in characteristics, outcomes, and healthcare utilization of COVID-19 patients in New York City

Y Zhang, D Khullar, F Wang, P Steel, Y Wu, D Orlander… - PloS one, 2021 - journals.plos.org
Objectives There is limited evidence on how clinical outcomes differ by socioeconomic
conditions among patients with coronavirus disease 2019 (COVID-19). Most studies focused …

[HTML][HTML] Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative

C Zang, Y Zhang, J Xu, J Bian, D Morozyuk… - Nature …, 2023 - nature.com
Recent studies have investigated post-acute sequelae of SARS-CoV-2 infection (PASC, or
long COVID) using real-world patient data such as electronic health records (EHR). Prior …

[HTML][HTML] Health: make precision medicine work for cancer care

MA Rubin - Nature, 2015 - nature.com
Health: Make precision medicine work for cancer care | Nature Skip to main content Thank you
for visiting nature.com. You are using a browser version with limited support for CSS. To obtain …

Pediatric mental health emergencies during 5 COVID-19 waves in New York City

DA Levine, PS Oh, KA Nash, W Simmons… - …, 2023 - publications.aap.org
OBJECTIVES To describe the proportion of pediatric mental health emergency department
(MH-ED) visits across 5 COVID-19 waves in New York City (NYC) and to examine the …

Association between residential neighborhood social conditions and health care utilization and costs

Y Zhang, JS Ancker, J Hall, D Khullar, Y Wu… - Medical …, 2020 - journals.lww.com
Background: Social factors are important drivers of health. However, it is unclear to what
extent neighborhood social conditions are associated with total and preventable health care …