“Big data” and the electronic health record
Objectives: Implementation of Electronic Health Record (EHR) systems continues to expand.
The massive number of patient encounters results in high amounts of stored data …
The massive number of patient encounters results in high amounts of stored data …
Evaluating the state of the art in coreference resolution for electronic medical records
Background The fifth i2b2/VA Workshop on Natural Language Processing Challenges for
Clinical Records conducted a systematic review on resolution of noun phrase coreference in …
Clinical Records conducted a systematic review on resolution of noun phrase coreference in …
Recent advances in clinical natural language processing in support of semantic analysis
Objectives: We present a review of recent advances in clinical Natural Language Processing
(NLP), with a focus on semantic analysis and key subtasks that support such analysis …
(NLP), with a focus on semantic analysis and key subtasks that support such analysis …
A scaffolding approach to coreference resolution integrating statistical and rule-based models
H Lee, M Surdeanu, D Jurafsky - Natural Language Engineering, 2017 - cambridge.org
We describe a scaffolding approach to the task of coreference resolution that incrementally
combines statistical classifiers, each designed for a particular mention type, with rule-based …
combines statistical classifiers, each designed for a particular mention type, with rule-based …
[HTML][HTML] Mission and sustainability of informatics for integrating biology and the bedside (i2b2)
S Murphy, A Wilcox - eGEMs, 2014 - ncbi.nlm.nih.gov
Discussion: The successful development, use, and dissemination i2b2 has been significant
in clinical research and informatics. Its evolution has been from a local research data …
in clinical research and informatics. Its evolution has been from a local research data …
Document sublanguage clustering to detect medical specialty in cross-institutional clinical texts
K Doing-Harris, O Patterson, S Igo… - … on Data and text mining in …, 2013 - dl.acm.org
This paper reports on a set of studies designed to identify sublanguages in documents for
domain-specific processing across institutions. Psychological evidence indicates that …
domain-specific processing across institutions. Psychological evidence indicates that …
[PDF][PDF] Leveraging coreference to identify arms in medical abstracts: An experimental study
Performing systematic reviews is a critical yet manual, labor-intensive step in
evidencebased medicine. Automating systematic reviews is an active area of research …
evidencebased medicine. Automating systematic reviews is an active area of research …
Extracting clinical event timelines: temporal information extraction and coreference resolution in electronic health records
J Tourille - 2018 - theses.hal.science
Important information for public health is contained within Electronic Health Records (EHRs).
The vast majority of clinical data available in these records takes the form of narratives …
The vast majority of clinical data available in these records takes the form of narratives …
Evaluation campaigns
M Recasens, S Pradhan - Anaphora Resolution: Algorithms, Resources …, 2016 - Springer
In this chapter, we overview the major efforts in evaluation campaigns (shared tasks) for
coreference resolution, where multiple participants are given the same datasets and …
coreference resolution, where multiple participants are given the same datasets and …
[PDF][PDF] End-to-end coreference resolution for clinical narratives
Coreference resolution is the problem of clustering mentions into entities and is very critical
for natural language understanding. This paper studies the problem of coreference …
for natural language understanding. This paper studies the problem of coreference …