Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation
Data is foundational to high-quality artificial intelligence (AI). Given that a substantial amount
of clinically relevant information is embedded in unstructured data, natural language …
of clinically relevant information is embedded in unstructured data, natural language …
[HTML][HTML] Data quality in health research: integrative literature review
Background Decision-making and strategies to improve service delivery must be supported
by reliable health data to generate consistent evidence on health status. The data quality …
by reliable health data to generate consistent evidence on health status. The data quality …
Natural language processing
SC Fanni, M Febi, G Aghakhanyan, E Neri - Introduction to Artificial …, 2023 - Springer
Natural language processing (NLP) stands halfway between computer science
computational linguistics, and it is dedicated to the conversion of written and spoken natural …
computational linguistics, and it is dedicated to the conversion of written and spoken natural …
The prediction of hospital length of stay using unstructured data
J Chrusciel, F Girardon, L Roquette… - BMC medical informatics …, 2021 - Springer
Objective This study aimed to assess the performance improvement for machine learning-
based hospital length of stay (LOS) predictions when clinical signs written in text are …
based hospital length of stay (LOS) predictions when clinical signs written in text are …
Big data quality assessment model for unstructured data
Big Data has gained an enormous momentum the past few years because of the
tremendous volume of generated and processed Data from diverse application domains …
tremendous volume of generated and processed Data from diverse application domains …
Role and challenges of unstructured big data in healthcare
Unprecedented growth in the volume of unstructured healthcare data has immense potential
in valuable insight extraction, improved healthcare services, quality patient care, and secure …
in valuable insight extraction, improved healthcare services, quality patient care, and secure …
PCLiON: An ontology for data standardization and sharing of prostate cancer associated lifestyles
Abstract Background Researches on Lifestyle medicine (LM) have emerged in recent years
to garner wide attention. Prostate cancer (PCa) could be prevented and treated by positive …
to garner wide attention. Prostate cancer (PCa) could be prevented and treated by positive …
Semi-automatic systematic literature reviews and information extraction of COVID-19 scientific evidence: description and preliminary results of the COKE project
The COVID-19 pandemic highlighted the importance of validated and updated scientific
information to help policy makers, healthcare professionals, and the public. The speed in …
information to help policy makers, healthcare professionals, and the public. The speed in …
Dentistry and interoperability
NMR Rajkumar, MR Muzoora… - Journal of Dental …, 2022 - journals.sagepub.com
Information has become the vital commodity of exchange in recent decades. Medicine is no
exception; the importance of patient information in the digital form has been recognized by …
exception; the importance of patient information in the digital form has been recognized by …
[HTML][HTML] Leveraging structured and unstructured electronic health record data to detect reasons for suboptimal statin therapy use in patients with atherosclerotic …
GT Gobbel, ME Matheny, RR Reeves… - American Journal of …, 2022 - Elsevier
Objective To determine whether natural language processing (NLP) of unstructured medical
text can improve identification of ASCVD patients not using high-intensity statin therapy …
text can improve identification of ASCVD patients not using high-intensity statin therapy …