Recommended practices and ethical considerations for natural language processing‐assisted observational research: a scoping review

S Fu, L Wang, S Moon, N Zong, H He… - Clinical and …, 2023 - Wiley Online Library
An increasing number of studies have reported using natural language processing (NLP) to
assist observational research by extracting clinical information from electronic health records …

The Learning Electronic Health Record

G Clermont - Critical Care Clinics, 2023 - criticalcare.theclinics.com
The Health Information Technology for Economic and Clinical Health (HITECH) Act was
signed into law in 2009 as part of the American Recovery and Reinvestment Act. HITECH …

Applications of Machine Learning in Rheumatoid Arthritis-An Insight

K Ganeshbabu, M Ilayaraja - 2022 6th International …, 2022 - ieeexplore.ieee.org
This paper deals with the review of different data mining and machine learning approaches
engaged for the study of Rheumatoid Arthritis (RA). RA is a constant illness that affects the …

[HTML][HTML] Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database

W Zhang, T Cao - AMIA Summits on Translational Science …, 2023 - ncbi.nlm.nih.gov
Abstract Phenotyping for Type 2 Diabetes (T2DM) is needed due to the increasing demand
for T2DM research on electronic health records (EHRs). eMERGE is a reliable and …

Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms …

J Yoon, H Billings, CI Wi, E Hall, S Sohn… - BMC medical informatics …, 2021 - Springer
Background A subgroup of patients with asthma has been reported to have an increased
risk for asthma-associated infectious and inflammatory multimorbidities (AIMs). To …

The indigenous populations as the model by nature to understand human genomic‐phenomics interactions

BP Hoh, TA Rahman - Quantitative Biology, 2022 - Wiley Online Library
Background The advancement of genomics has progressed in lightning speed over the past
two decades. Numerous large‐scale genome sequencing initiatives were announced, along …

[图书][B] Generating Reliable and Responsive Observational Evidence: Reducing Pre-analysis Bias

A Ostropolets - 2023 - search.proquest.com
A growing body of evidence generated from observational data has demonstrated the
potential to influence decision-making and improve patient outcomes. For observational …

[PDF][PDF] Jungwon Yoon1, 2, 3, Heather Billings4, Chung‑Il Wi1, 2, Elissa Hall4, Sunghwan Sohn5, Jung Hyun Kwon1, 6

E Ryu, P Shrestha, H Liu, YJ Juhn - 2021 - bmcmedinformdecismak …
Background: A subgroup of patients with asthma has been reported to have an increased
risk for asthma‑associated infectious and inflammatory multimorbidities (AIMs). To …

Methods for Bias Reduction in Evidence-Based Medicine

AK Marks-Anglin - 2021 - search.proquest.com
Evidence-based medicine (EBM) emerged as a movement to ground clinical practice in
empirical research to optimize patient care and outcomes. The exponential growth in clinical …