Innovative information visualization of electronic health record data: a systematic review
Objective This study investigates the use of visualization techniques reported between 1996
and 2013 and evaluates innovative approaches to information visualization of electronic …
and 2013 and evaluates innovative approaches to information visualization of electronic …
[HTML][HTML] Development and validation of early warning score system: A systematic literature review
LH Fu, J Schwartz, A Moy, C Knaplund, MJ Kang… - Journal of biomedical …, 2020 - Elsevier
Objectives This review aims to: 1) evaluate the quality of model reporting, 2) provide an
overview of methodology for developing and validating Early Warning Score Systems …
overview of methodology for developing and validating Early Warning Score Systems …
Next-generation phenotyping of electronic health records
G Hripcsak, DJ Albers - Journal of the American Medical …, 2013 - academic.oup.com
The national adoption of electronic health records (EHR) promises to make an
unprecedented amount of data available for clinical research, but the data are complex …
unprecedented amount of data available for clinical research, but the data are complex …
[HTML][HTML] Development and validation of a continuous measure of patient condition using the electronic medical record
MJ Rothman, SI Rothman, J Beals IV - Journal of biomedical informatics, 2013 - Elsevier
Patient condition is a key element in communication between clinicians. However, there is
no generally accepted definition of patient condition that is independent of diagnosis and …
no generally accepted definition of patient condition that is independent of diagnosis and …
Nonconvulsive seizures after subarachnoid hemorrhage: multimodal detection and outcomes
Objective Seizures have been implicated as a cause of secondary brain injury, but the
systemic and cerebral physiologic effects of seizures after acute brain injury are poorly …
systemic and cerebral physiologic effects of seizures after acute brain injury are poorly …
Quantum kernels for real-world predictions based on electronic health records
Z Krunic, FF Flöther, G Seegan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Research on near-term quantum machine learning has explored how classical machine
learning algorithms endowed with access to quantum kernels (similarity measures) can …
learning algorithms endowed with access to quantum kernels (similarity measures) can …
Defining disease phenotypes using national linked electronic health records: a case study of atrial fibrillation
Background National electronic health records (EHR) are increasingly used for research but
identifying disease cases is challenging due to differences in information captured between …
identifying disease cases is challenging due to differences in information captured between …
[HTML][HTML] Illustrating informed presence bias in electronic health records data: how patient interactions with a health system can impact inference
M Phelan, NA Bhavsar, BA Goldstein - EGEMs, 2017 - ncbi.nlm.nih.gov
Electronic health record (EHR) data are becoming a primary resource for clinical research.
Compared to traditional research data, such as those from clinical trials and epidemiologic …
Compared to traditional research data, such as those from clinical trials and epidemiologic …
High-fidelity phenotyping: richness and freedom from bias
G Hripcsak, DJ Albers - Journal of the American Medical …, 2018 - academic.oup.com
Electronic health record phenotyping is the use of raw electronic health record data to assert
characterizations about patients. Researchers have been doing it since the beginning of …
characterizations about patients. Researchers have been doing it since the beginning of …
[HTML][HTML] Identifying and mitigating biases in EHR laboratory tests
Electronic health record (EHR) data show promise for deriving new ways of modeling
human disease states. Although EHR researchers often use numerical values of laboratory …
human disease states. Although EHR researchers often use numerical values of laboratory …