A review of approaches to identifying patient phenotype cohorts using electronic health records

C Shivade, P Raghavan… - Journal of the …, 2014 - academic.oup.com
Objective To summarize literature describing approaches aimed at automatically identifying
patients with a common phenotype. Materials and methods We performed a review of …

[HTML][HTML] Utility of prediction model score: a proposed tool to standardize the performance and generalizability of clinical predictive models based on systematic review

J Ehresman, D Lubelski, Z Pennington, B Hung… - … of Neurosurgery: Spine, 2021 - thejns.org
OBJECTIVE The objective of this study was to evaluate the characteristics and performance
of current prediction models in the fields of spine metastasis and degenerative spine …

High throughput tools to access images from clinical archives for research

SN Murphy, C Herrick, Y Wang, TD Wang, D Sack… - Journal of digital …, 2015 - Springer
Historically, medical images collected in the course of clinical care have been difficult to
access for secondary research studies. While there is a tremendous potential value in the …

[HTML][HTML] A roadmap for optimizing asthma care management via computational approaches

G Luo, K Sward - JMIR medical informatics, 2017 - medinform.jmir.org
Asthma affects 9% of Americans and incurs US $56 billion in cost, 439,000 hospitalizations,
and 1.8 million emergency room visits annually. A small fraction of asthma patients with high …

Melanoma risk prediction models

J Nikolić, T Lončar-Turukalo, S Sladojević… - Vojnosanitetski …, 2014 - doiserbia.nb.rs
Background/Aim. The lack of effective therapy for advanced stages of melanoma
emphasizes the importance of preventive measures and screenings of population at risk …

[HTML][HTML] Motivating the additional use of external validity: Examining transportability in a model of glioblastoma multiforme

KW Singleton, W Speier, AAT Bui… - AMIA Annual Symposium …, 2014 - ncbi.nlm.nih.gov
Despite the growing ubiquity of data in the medical domain, it remains difficult to apply
results from experimental and observational studies to additional populations suffering from …

Prediction of low-grade glioma progression using MR imaging

ZA Shboul, KM Iftekharuddin - Medical Imaging 2019 …, 2019 - spiedigitallibrary.org
Diffuse or infiltrative gliomas are a type of Central Nervous System (CNS) brain tumor.
Among different types of primary CNS tumors, diffuse low-grade gliomas (LGG) are World …

Identification of patients with heart failure in large datasets

BS Kadosh, SD Katz, S Blecker - Heart Failure Clinics, 2020 - heartfailure.theclinics.com
Despite much progress in the diagnosis and treatment of chronic heart failure (HF) over the
last 2 decades, the disease continues to impose a large burden on patients, caregivers, and …