Epidemiology and aetiology of heart failure
B Ziaeian, GC Fonarow�- Nature Reviews Cardiology, 2016 - nature.com
Heart failure (HF) is a rapidly growing public health issue with an estimated prevalence of>
37.7 million individuals globally. HF is a shared chronic phase of cardiac functional�…
37.7 million individuals globally. HF is a shared chronic phase of cardiac functional�…
Do no harm: a roadmap for responsible machine learning for health care
Interest in machine-learning applications within medicine has been growing, but few studies
have progressed to deployment in patient care. We present a framework, context and�…
have progressed to deployment in patient care. We present a framework, context and�…
[HTML][HTML] Development and validation of a Hospital Frailty Risk Score focusing on older people in acute care settings using electronic hospital records: an observational�…
Background Older people are increasing users of health care globally. We aimed to
establish whether older people with characteristics of frailty and who are at risk of adverse�…
establish whether older people with characteristics of frailty and who are at risk of adverse�…
Opioid overdose rates and implementation of overdose education and nasal naloxone distribution in Massachusetts: interrupted time series analysis
Objective To evaluate the impact of state supported overdose education and nasal naloxone
distribution (OEND) programs on rates of opioid related death from overdose and acute care�…
distribution (OEND) programs on rates of opioid related death from overdose and acute care�…
Eradication of hepatitis C virus infection in patients with cirrhosis reduces risk of liver and non-liver complications
P Nahon, V Bourcier, R Layese, E Audureau, C Cagnot…�- Gastroenterology, 2017 - Elsevier
Background & Aims We performed a prospective study to investigate the effects of a
sustained viral response (SVR) on outcomes of patients with hepatitis C virus (HCV)�…
sustained viral response (SVR) on outcomes of patients with hepatitis C virus (HCV)�…
Validation of the National Health Insurance Research Database with ischemic stroke cases in Taiwan
CL Cheng, YHY Kao, SJ Lin, CH Lee…�- …�and drug safety, 2011 - Wiley Online Library
Abstract Objective The National Health Insurance Research Database (NHIRD) is commonly
used for pharmacoepidemiological research in Taiwan. This study evaluated the validity of�…
used for pharmacoepidemiological research in Taiwan. This study evaluated the validity of�…
Using phecodes for research with the electronic health record: from PheWAS to PheRS
L Bastarache�- Annual review of biomedical data science, 2021 - annualreviews.org
Electronic health records (EHRs) are a rich source of data for researchers, but extracting
meaningful information out of this highly complex data source is challenging. Phecodes�…
meaningful information out of this highly complex data source is challenging. Phecodes�…
[HTML][HTML] A review of challenges and opportunities in machine learning for health
Modern electronic health records (EHRs) provide data to answer clinically meaningful
questions. The growing data in EHRs makes healthcare ripe for the use of machine learning�…
questions. The growing data in EHRs makes healthcare ripe for the use of machine learning�…
Caveats for the use of operational electronic health record data in comparative effectiveness research
The growing amount of data in operational electronic health record systems provides
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness�…
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness�…
[HTML][HTML] Evaluating phecodes, clinical classification software, and ICD-9-CM codes for phenome-wide association studies in the electronic health record
Objective To compare three groupings of Electronic Health Record (EHR) billing codes for
their ability to represent clinically meaningful phenotypes and to replicate known genetic�…
their ability to represent clinically meaningful phenotypes and to replicate known genetic�…