[HTML][HTML] Using clinical natural language processing for health outcomes research: overview and actionable suggestions for future advances
The importance of incorporating Natural Language Processing (NLP) methods in clinical
informatics research has been increasingly recognized over the past years, and has led to …
informatics research has been increasingly recognized over the past years, and has led to …
[HTML][HTML] Medical information extraction in the age of deep learning
Objectives: We survey recent developments in medical Information Extraction (IE) as
reported in the literature from the past three years. Our focus is on the fundamental …
reported in the literature from the past three years. Our focus is on the fundamental …
[HTML][HTML] MIMIC-III, a freely accessible critical care database
Abstract MIMIC-III ('Medical Information Mart for Intensive Care') is a large, single-center
database comprising information relating to patients admitted to critical care units at a large …
database comprising information relating to patients admitted to critical care units at a large …
[HTML][HTML] Sentence representation method based on multi-layer semantic network
With the development of artificial intelligence, more and more people hope that computers
can understand human language through natural language technology, learn to think like …
can understand human language through natural language technology, learn to think like …
[图书][B] Clinical text mining: Secondary use of electronic patient records
H Dalianis - 2018 - library.oapen.org
Hercules Dalianis Secondary Use of Electronic Patient Records Page 1 Hercules Dalianis
Clinical Text Mining Secondary Use of Electronic Patient Records Page 2 Clinical Text …
Clinical Text Mining Secondary Use of Electronic Patient Records Page 2 Clinical Text …
[HTML][HTML] A clinician friendly data warehouse oriented toward narrative reports: Dr. Warehouse
Introduction Clinical data warehouses are often oriented toward integration and exploration
of coded data. However narrative reports are of crucial importance for translational research …
of coded data. However narrative reports are of crucial importance for translational research …
[HTML][HTML] Assessing the performance of clinical natural language processing systems: development of an evaluation methodology
L Canales, S Menke, S Marchesseau… - JMIR Medical …, 2021 - medinform.jmir.org
Background: Clinical natural language processing (cNLP) systems are of crucial importance
due to their increasing capability in extracting clinically important information from free text …
due to their increasing capability in extracting clinically important information from free text …
[PDF][PDF] Data descriptor: MIMIC-III, a freely accessible critical care database
Methods The Laboratory for Computational Physiology at Massachusetts Institute of
Technology is an interdisciplinary team of data scientists and practicing physicians. MIMIC-III …
Technology is an interdisciplinary team of data scientists and practicing physicians. MIMIC-III …
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 …
A Sarker, M Belousov, J Friedrichs… - Journal of the …, 2018 - academic.oup.com
Abstract Objective We executed the Social Media Mining for Health (SMM4H) 2017 shared
tasks to enable the community-driven development and large-scale evaluation of automatic …
tasks to enable the community-driven development and large-scale evaluation of automatic …
The potential of alternatives to face-to-face consultation in general practice, and the impact on different patient groups: a mixed-methods case study
H Atherton, H Brant, S Ziebland, A Bikker… - Health Services and …, 2018 - ora.ox.ac.uk
Background There is international interest in the potential role of different forms of
communication technology to provide an alternative to face-to-face consultations in health …
communication technology to provide an alternative to face-to-face consultations in health …