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Retrieve, reason, and refine: generating accurate and faithful patient instructions

Abstract:

The “Patient Instruction” (PI), which contains critical instructional information provided both to carers and to the patient at the time of discharge, is essential for the patient to manage their condition outside hospital. An accurate and easy-tofollow PI can improve the self-management of patients which can in turn reduce hospital readmission rates. However, writing an appropriate PI can be extremely time-consuming for physicians, and is subject to being incomplete or error-prone for (poten...

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Publication status:
Published
Peer review status:
Peer reviewed

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Oxford college:
Magdalen College
Role:
Author
ORCID:
0000-0001-7715-5228
Publisher:
Curran Associates
Host title:
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Volume:
35
Pages:
18864--18877
Publication date:
2023-04-01
Acceptance date:
2022-09-15
Event title:
36th Conference on Neural Information Processing Systems (NeuRIPS 2022)
Event location:
New Orleans, LA, USA
Event website:
https://nips.cc/
Event start date:
2022-11-28
Event end date:
2022-12-09
ISSN:
1049-5258
ISBN:
9781713871088
Language:
English
Keywords:
Pubs id:
1287972
Local pid:
pubs:1287972
Deposit date:
2022-10-28

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