Journal article 551 views
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches
Huw Prosser Evans,
Athanasios Anastasiou 
,
Adrian Edwards,
Peter Hibbert,
Meredith Makeham,
Saturnino Luz,
Aziz Sheikh,
Liam Donaldson,
Andrew Carson-Stevens
,
Adrian Edwards,
Peter Hibbert,
Meredith Makeham,
Saturnino Luz,
Aziz Sheikh,
Liam Donaldson,
Andrew Carson-Stevens
Health Informatics Journal, Start page: 146045821983310
Swansea University Author:
Athanasios Anastasiou
Full text not available from this repository: check for access using links below.
DOI (Published version): 10.1177/1460458219833102
Abstract
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches
| Published in: | Health Informatics Journal |
|---|---|
| ISSN: | 1460-4582 1741-2811 |
| Published: |
2019
|
| Online Access: |
Check full text
|
| URI: | https://cronfa.swan.ac.uk/Record/cronfa49691 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| first_indexed |
2019-03-21T13:59:27Z |
|---|---|
| last_indexed |
2019-06-12T14:55:55Z |
| id |
cronfa49691 |
| recordtype |
SURis |
| fullrecord |
<?xml version="1.0"?><rfc1807><datestamp>2019-06-12T10:00:00.3696799</datestamp><bib-version>v2</bib-version><id>49691</id><entry>2019-03-21</entry><title>Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches</title><swanseaauthors><author><sid>77b6898ebedef0c5f84b39b0217c18ce</sid><ORCID>0000-0002-3504-9969</ORCID><firstname>Athanasios</firstname><surname>Anastasiou</surname><name>Athanasios Anastasiou</name><active>true</active><ethesisStudent>false</ethesisStudent></author></swanseaauthors><date>2019-03-21</date><deptcode>PMSC</deptcode><abstract/><type>Journal Article</type><journal>Health Informatics Journal</journal><paginationStart>146045821983310</paginationStart><publisher/><issnPrint>1460-4582</issnPrint><issnElectronic>1741-2811</issnElectronic><keywords/><publishedDay>31</publishedDay><publishedMonth>12</publishedMonth><publishedYear>2019</publishedYear><publishedDate>2019-12-31</publishedDate><doi>10.1177/1460458219833102</doi><url/><notes/><college>COLLEGE NANME</college><department>Medicine</department><CollegeCode>COLLEGE CODE</CollegeCode><DepartmentCode>PMSC</DepartmentCode><institution>Swansea University</institution><apcterm/><lastEdited>2019-06-12T10:00:00.3696799</lastEdited><Created>2019-03-21T11:41:21.6893378</Created><path><level id="1">Faculty of Medicine, Health and Life Sciences</level><level id="2">Swansea University Medical School - Medicine</level></path><authors><author><firstname>Huw Prosser</firstname><surname>Evans</surname><order>1</order></author><author><firstname>Athanasios</firstname><surname>Anastasiou</surname><orcid>0000-0002-3504-9969</orcid><order>2</order></author><author><firstname>Adrian</firstname><surname>Edwards</surname><order>3</order></author><author><firstname>Peter</firstname><surname>Hibbert</surname><order>4</order></author><author><firstname>Meredith</firstname><surname>Makeham</surname><order>5</order></author><author><firstname>Saturnino</firstname><surname>Luz</surname><order>6</order></author><author><firstname>Aziz</firstname><surname>Sheikh</surname><order>7</order></author><author><firstname>Liam</firstname><surname>Donaldson</surname><order>8</order></author><author><firstname>Andrew</firstname><surname>Carson-Stevens</surname><order>9</order></author></authors><documents/><OutputDurs/></rfc1807> |
| spelling |
2019-06-12T10:00:00.3696799 v2 49691 2019-03-21 Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches 77b6898ebedef0c5f84b39b0217c18ce 0000-0002-3504-9969 Athanasios Anastasiou Athanasios Anastasiou true false 2019-03-21 PMSC Journal Article Health Informatics Journal 146045821983310 1460-4582 1741-2811 31 12 2019 2019-12-31 10.1177/1460458219833102 COLLEGE NANME Medicine COLLEGE CODE PMSC Swansea University 2019-06-12T10:00:00.3696799 2019-03-21T11:41:21.6893378 Faculty of Medicine, Health and Life Sciences Swansea University Medical School - Medicine Huw Prosser Evans 1 Athanasios Anastasiou 0000-0002-3504-9969 2 Adrian Edwards 3 Peter Hibbert 4 Meredith Makeham 5 Saturnino Luz 6 Aziz Sheikh 7 Liam Donaldson 8 Andrew Carson-Stevens 9 |
| title |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches |
| spellingShingle |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches Athanasios Anastasiou |
| title_short |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches |
| title_full |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches |
| title_fullStr |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches |
| title_full_unstemmed |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches |
| title_sort |
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches |
| author_id_str_mv |
77b6898ebedef0c5f84b39b0217c18ce |
| author_id_fullname_str_mv |
77b6898ebedef0c5f84b39b0217c18ce_***_Athanasios Anastasiou |
| author |
Athanasios Anastasiou |
| author2 |
Huw Prosser Evans Athanasios Anastasiou Adrian Edwards Peter Hibbert Meredith Makeham Saturnino Luz Aziz Sheikh Liam Donaldson Andrew Carson-Stevens |
| format |
Journal article |
| container_title |
Health Informatics Journal |
| container_start_page |
146045821983310 |
| publishDate |
2019 |
| institution |
Swansea University |
| issn |
1460-4582 1741-2811 |
| doi_str_mv |
10.1177/1460458219833102 |
| college_str |
Faculty of Medicine, Health and Life Sciences |
| hierarchytype |
|
| hierarchy_top_id |
facultyofmedicinehealthandlifesciences |
| hierarchy_top_title |
Faculty of Medicine, Health and Life Sciences |
| hierarchy_parent_id |
facultyofmedicinehealthandlifesciences |
| hierarchy_parent_title |
Faculty of Medicine, Health and Life Sciences |
| department_str |
Swansea University Medical School - Medicine{{{_:::_}}}Faculty of Medicine, Health and Life Sciences{{{_:::_}}}Swansea University Medical School - Medicine |
| document_store_str |
0 |
| active_str |
0 |
| published_date |
2019-12-31T04:00:52Z |
| _version_ |
1763753121482276864 |
| score |
11.013776 |