[HTML][HTML] Extraction of temporal relations from clinical free text: A systematic review of current approaches
Background Temporal relations between clinical events play an important role in clinical
assessment and decision making. Extracting such relations from free text data is a …
assessment and decision making. Extracting such relations from free text data is a …
[PDF][PDF] Semeval-2016 task 12: Clinical tempeval
Clinical TempEval 2016 evaluated temporal information extraction systems on the clinical
domain. Nine sub-tasks were included, covering problems in time expression identification …
domain. Nine sub-tasks were included, covering problems in time expression identification …
Structured learning for temporal relation extraction from clinical records
A Leeuwenberg, MF Moens - … of the 15th Conference of the …, 2017 - aclanthology.org
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 …
Temporal relation extraction in clinical texts: a systematic review
Unstructured data in electronic health records, represented by clinical texts, are a vast
source of healthcare information because they describe a patient's journey, including clinical …
source of healthcare information because they describe a patient's journey, including clinical …
Investigating the challenges of temporal relation extraction from clinical text
Temporal reasoning remains as an unsolved task for Natural Language Processing (NLP),
particularly demonstrated in the clinical domain. The complexity of temporal representation …
particularly demonstrated in the clinical domain. The complexity of temporal representation …
Empirical exploration of the challenges in temporal relation extraction from clinical text
D Galvan-Sosa, K Matsuda, N Okazaki… - Journal of Natural …, 2020 - jstage.jst.go.jp
Time is an important concept in human-cognition, fundamental to a wide range of reasoning
tasks in the clinical domain. Results of the Clinical TempEval 2016 challenge, a set of …
tasks in the clinical domain. Results of the Clinical TempEval 2016 challenge, a set of …
Temporal Dependency Structure Modeling
Y Zhang - 2020 - search.proquest.com
An important task in understanding the meaning of natural language text is to represent and
understand the temporal information in the text. Time expressions, events that happened at …
understand the temporal information in the text. Time expressions, events that happened at …
[PDF][PDF] Integrating Structured and Unstructured Sources for Temporal Representation of Patients' Medication Histories
G Alfattni - 2021 - pure.manchester.ac.uk
INTEGRATING STRUCTURED AND UNSTRUCTURED SOURCES FOR TEMPORAL
REPRESENTATION OF PATIENTS’ MEDICATION HISTORIES Page 1 INTEGRATING …
REPRESENTATION OF PATIENTS’ MEDICATION HISTORIES Page 1 INTEGRATING …
[PDF][PDF] Análisis de historias clínicas basado en similitud textual
C Fócil Arias - tesis.ipn.mx
Recientemente, la extracción de eventos clínicos desde textos médicos no estructurados ha
atraído mucha la atención en la comunidad científica. En este trabajo presentamos una …
atraído mucha la atención en la comunidad científica. En este trabajo presentamos una …
Integer programming ensemble of temporal relations classifiers
The extraction of temporal events from text and the classification of temporal relations
among both temporal events and time expressions are major challenges for the interface of …
among both temporal events and time expressions are major challenges for the interface of …