Automated methods for the summarization of electronic health records
Objectives This review examines work on automated summarization of electronic health
record (EHR) data and in particular, individual patient record summarization. We organize …
record (EHR) data and in particular, individual patient record summarization. We organize …
[HTML][HTML] Temporal reasoning with medical data—a review with emphasis on medical natural language processing
Temporal information is crucial in electronic medical records and biomedical information
systems. Processing temporal information in medical narrative data is a very challenging …
systems. Processing temporal information in medical narrative data is a very challenging …
Temporal annotation in the clinical domain
This article discusses the requirements of a formal specification for the annotation of
temporal information in clinical narratives. We discuss the implementation and extension of …
temporal information in clinical narratives. We discuss the implementation and extension of …
Temporal abstraction in intelligent clinical data analysis: A survey
M Stacey, C McGregor - Artificial intelligence in medicine, 2007 - Elsevier
OBJECTIVE: Intelligent clinical data analysis systems require precise qualitative
descriptions of data to enable effective and context sensitive interpretation to take place …
descriptions of data to enable effective and context sensitive interpretation to take place …
Data mining for improved cardiac care
RB Rao, S Krishnan, RS Niculescu - Acm Sigkdd Explorations …, 2006 - dl.acm.org
Cardiovascular Disease (CVD) is the single largest killer in the world. Although, several
CVD treatment guidelines have been developed to improve quality of care and reduce …
CVD treatment guidelines have been developed to improve quality of care and reduce …
Temporal probabilistic profiles for sepsis prediction in the ICU
Sepsis is a condition caused by the body's overwhelming and life-threatening response to
infection, which can lead to tissue damage, organ failure, and finally death. Today, sepsis is …
infection, which can lead to tissue damage, organ failure, and finally death. Today, sepsis is …
[LIBRO][B] Temporal information systems in medicine
The effective and efficient use of information systems in health care organizations and
services are a vital element of the quality of life world wide. The modeling of time has …
services are a vital element of the quality of life world wide. The modeling of time has …
Structured learning for temporal relation extraction from clinical records
We propose a scalable structured learning model that jointly predicts temporal relations
between events and temporal expressions (TLINKS), and the relation between these events …
between events and temporal expressions (TLINKS), and the relation between these events …
Multilayered temporal modeling for the clinical domain
Objective To develop an open-source temporal relation discovery system for the clinical
domain. The system is capable of automatically inferring temporal relations between events …
domain. The system is capable of automatically inferring temporal relations between events …
Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events
Objective The goal of this study is to develop a robust Time Event Ontology (TEO), which can
formally represent and reason both structured and unstructured temporal information …
formally represent and reason both structured and unstructured temporal information …