[HTML][HTML] Clinical concept extraction: a methodology review

S Fu, D Chen, H He, S Liu, S Moon, KJ Peterson… - Journal of biomedical …, 2020 - Elsevier
Background Concept extraction, a subdomain of natural language processing (NLP) with a
focus on extracting concepts of interest, has been adopted to computationally extract clinical …

Association between gout flare and subsequent cardiovascular events among patients with gout

E Cipolletta, LJ Tata, G Nakafero, AJ Avery, MA Mamas… - Jama, 2022 - jamanetwork.com
Importance Gout is associated with cardiovascular diseases. The temporal association
between gout flares and cardiovascular events has not been investigated. Objective To …

The revival of the notes field: leveraging the unstructured content in electronic health records

M Assale, LG Dui, A Cina, A Seveso, F Cabitza - Frontiers in medicine, 2019 - frontiersin.org
Problem: Clinical practice requires the production of a time-and resource-consuming great
amount of notes. They contain relevant information, but their secondary use is almost …

Comparative Effectiveness of Sodium–Glucose Cotransporter-2 Inhibitors for Recurrent Gout Flares and Gout-Primary Emergency Department Visits and …

N McCormick, C Yokose, J Wei, N Lu… - Annals of Internal …, 2023 - acpjournals.org
Background: Sodium–glucose cotransporter-2 inhibitors (SGLT2is) decrease serum urate
levels, but whether this translates into prevention of recurrent flares among patients with …

Short‐term risk of cardiovascular events in people newly diagnosed with gout

E Cipolletta, G Nakafero, P Richette… - Arthritis & …, 2024 - Wiley Online Library
Objective To investigate the temporal association between the first diagnosis of gout and
cardiovascular events in the short term. Methods We performed a self‐controlled case series …

Serum urate and recurrent gout

N McCormick, C Yokose, GJ Challener, AD Joshi… - JAMA, 2024 - jamanetwork.com
Importance Approximately 12 million adults in the US have a history of gout, but whether
serum urate levels can help predict recurrence is unclear. Objective To assess associations …

A review of automatic phenotyping approaches using electronic health records

H Alzoubi, R Alzubi, N Ramzan, D West, T Al-Hadhrami… - Electronics, 2019 - mdpi.com
Electronic Health Records (EHR) are a rich repository of valuable clinical information that
exist in primary and secondary care databases. In order to utilize EHRs for medical …

Risk of venous thromboembolism with gout flares

E Cipolletta, LJ Tata, G Nakafero, AJ Avery… - Arthritis & …, 2023 - Wiley Online Library
Objective Previous studies demonstrated that the risk of venous thromboembolism (VTE) is
increased in patients with gout, but not whether there was a temporal association between …

Machine learning in rheumatic diseases

M Jiang, Y Li, C Jiang, L Zhao, X Zhang… - Clinical Reviews in …, 2021 - Springer
With advances in information technology, the demand for using data science to enhance
healthcare and disease management is rapidly increasing. Among these technologies …

Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for recurrent nephrolithiasis among patients with pre-existing nephrolithiasis or gout: target …

N McCormick, C Yokose, N Lu, DJ Wexler… - bmj, 2024 - bmj.com
Objective To emulate target trials comparing recurrence of nephrolithiasis among patients
with pre-existing nephrolithiasis (overall and stratified by concomitant gout) initiating sodium …