Natural language processing for smart healthcare

B Zhou, G Yang, Z Shi, S Ma - IEEE Reviews in Biomedical …, 2022 - ieeexplore.ieee.org
Smart healthcare has achieved significant progress in recent years. Emerging artificial
intelligence (AI) technologies enable various smart applications across various healthcare …

A survey on clinical natural language processing in the United Kingdom from 2007 to 2022

H Wu, M Wang, J Wu, F Francis, YH Chang… - NPJ digital …, 2022 - nature.com
Much of the knowledge and information needed for enabling high-quality clinical research is
stored in free-text format. Natural language processing (NLP) has been used to extract …

Applying natural language processing and machine learning techniques to patient experience feedback: a systematic review

M Khanbhai, P Anyadi, J Symons… - BMJ Health & Care …, 2021 - pmc.ncbi.nlm.nih.gov
Objectives Unstructured free-text patient feedback contains rich information, and analysing
these data manually would require a lot of personnel resources which are not available in …

[HTML][HTML] Patient satisfaction and hospital quality of care evaluation in malaysia using servqual and facebook

AIA Rahim, MI Ibrahim, KI Musa, SL Chua, NM Yaacob - Healthcare, 2021 - mdpi.com
Social media sites, dubbed patient online reviews (POR), have been proposed as new
methods for assessing patient satisfaction and monitoring quality of care. However, the …

Analyzing patient experiences using natural language processing: development and validation of the artificial intelligence patient reported experience measure (AI …

MM van Buchem, OM Neve, IMJ Kant… - BMC Medical Informatics …, 2022 - Springer
Background Evaluating patients' experiences is essential when incorporating the patients'
perspective in improving healthcare. Experiences are mainly collected using closed-ended …

Construction of an aspect-level sentiment analysis model for online medical reviews

Y Zhao, L Zhang, C Zeng, W Lu, Y Chen… - Information Processing & …, 2023 - Elsevier
Online medical services have become increasingly popular, and patient feedback can
significantly influence other patients' medical decision-making. This study utilizes a double …

[PDF][PDF] Enhancing patient experience by automating and transforming free text into actionable consumer insights: a natural language processing (NLP) approach

E Vashishtha, H Kapoor - International Journal of Health Sciences …, 2023 - researchgate.net
Background: The digitalization of healthcare has expanded patient access to care delivery
through various virtual platforms. These platforms accumulate a wealth of patient feedback …

What patients say: large-scale analyses of replies to the Parkinson's disease patient report of problems (PD-PROP)

C Marras, L Arbatti, A Hosamath… - Journal of …, 2023 - journals.sagepub.com
Background: Free-text, verbatim replies in the words of people with Parkinson's disease
(PD) have the potential to provide unvarnished information about their feelings and …

[PDF][PDF] Analyzing narratives of patient experiences: A bert topic modeling approach

M Osváth, ZG Yang, K Kósa - Acta Polytechnica Hungarica, 2023 - researchgate.net
Due to healthcare systems increased focus on healthcare quality and patientcentered care,
the patients' perspective of delivered healthcare, has become an important part of …

[HTML][HTML] Assessing patient-perceived hospital service quality and sentiment in malaysian public hospitals using machine learning and facebook reviews

AI A. Rahim, MI Ibrahim, KI Musa, SL Chua… - International journal of …, 2021 - mdpi.com
Social media is emerging as a new avenue for hospitals and patients to solicit input on the
quality of care. However, social media data is unstructured and enormous in volume …