Rapid systematic review on risks and outcomes of sepsis: the influence of risk factors associated with health inequalities

S Bladon, D Ashiru-Oredope, N Cunningham… - International Journal for …, 2024 - Springer
Background and aims Sepsis is a serious and life-threatening condition caused by a
dysregulated immune response to an infection. Recent guidance issued in the UK gave …

Reporting of social determinants of health in pediatric sepsis studies

K Menon, LR Sorce, A Argent, TD Bennett… - Pediatric Critical Care …, 2023 - journals.lww.com
OBJECTIVE: Standardized, consistent reporting of social determinants of health (SDOH) in
studies on children with sepsis would allow for: 1) understanding the association of SDOH …

Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit

MY Yang, GH Kwak, T Pollard, LA Celi… - Proceedings of the 2023 …, 2023 - dl.acm.org
Social determinants of health (SDOH)–the conditions in which people live, grow, and age–
play a crucial role in a person's health and well-being. There is a large, compelling body of …

Describing sepsis as a risk factor for cardiovascular disease

G Wardi, A Pearce, A DeMaria… - Journal of the American …, 2023 - Am Heart Assoc
Sepsis is a dysregulated host response to infec-tion that is estimated to be responsible for 1
in 5 deaths worldwide. 1 Recent data have demonstrated that patients with sepsis are at …

Evaluation of the Predictive Value of Routinely Collected Health-Related Social Needs Measures

ST Savitz, S Inselman, MA Nyman… - Population health …, 2024 - liebertpub.com
The objective was to assess the value of routinely collected patient-reported health-related
social needs (HRSNs) measures for predicting utilization and health outcomes. The authors …

Model-based estimation of individual-level social determinants of health and its applications in All of Us

BY Kim, R Anthopolos, H Do… - Journal of the American …, 2024 - academic.oup.com
Objectives We introduce a widely applicable model-based approach for estimating
individual-level Social Determinants of Health (SDoH) and evaluate its effectiveness using …

Social determinants of health predict readmission following COVID-19 hospitalization: a health information exchange-based retrospective cohort study

MN Sandoval, JL Mikhail, MK Fink… - Frontiers in Public …, 2024 - frontiersin.org
Introduction Since February 2020, over 104 million people in the United States have been
diagnosed with SARS-CoV-2 infection, or COVID-19, with over 8.5 million reported in the …

[PDF][PDF] Evaluating the Impact of Social Determinants on Health Prediction

MY Yang, GH Kwak, T Pollard, LA Celi… - arXiv preprint …, 2023 - researchgate.net
Social determinants of health (SDOH)–the conditions in which people live, grow, and age–
play a crucial role in a person's health and well-being. There is a large, compelling body of …

Development and validation of a machine learning-based model for post-sepsis frailty

HJ Yeo, D Noh, TH Kim, JH Jang… - ERJ Open …, 2024 - openres.ersjournals.com
Backgrounds The development of post-sepsis frailty is a common and significant problem,
but it is a challenge to predict. Methods Data for deep learning were extracted from a …

Hospital readmission prediction with hybrid‐sampling and self‐paced balance learning

Y Xu, N Zhang, A Wang, T Feng… - … : Practice and Experience, 2024 - Wiley Online Library
Hospital readmission prediction is defined as an evaluation task to model the historical
medical data to predict whether patients will be readmitted after discharge. In the past few …