Review of natural language processing in pharmacology

D Trajanov, V Trajkovski, M Dimitrieva, J Dobreva… - Pharmacological …, 2023 - ASPET
Natural language processing (NLP) is an area of artificial intelligence that applies
information technologies to process the human language, understand it to a certain degree …

Natural language processing

J Vasilakes, S Zhou, R Zhang - Machine learning in cardiovascular …, 2021 - Elsevier
Natural language processing (NLP) is a subfield of artificial intelligence that is concerned
with the automatic understanding of human language by computers. NLP has seen much …

Applications of advanced natural language processing for clinical pharmacology

JC Hsu, M Wu, C Kim, B Vora, YT Lien… - Clinical …, 2024 - Wiley Online Library
Natural language processing (NLP) is a branch of artificial intelligence, which combines
computational linguistics, machine learning, and deep learning models to process human …

Natural language processing

H Xu, K Roberts - Intelligent Systems in Medicine and Health: The Role of …, 2022 - Springer
In the biomedical domain, large amounts of data are stored in narrative text, such as clinical
documents in electronic health records (EHRs) and biomedical articles in bibliographic …

Natural language processing in clinical neuroscience and psychiatry: A review

C Crema, G Attardi, D Sartiano, A Redolfi - Frontiers in Psychiatry, 2022 - frontiersin.org
Natural language processing (NLP) is rapidly becoming an important topic in the medical
community. The ability to automatically analyze any type of medical document could be the …

Natural language processing in medical science and healthcare

I Bala - 2023 - digital.library.adelaide.edu.au
Natural Language Processing (NLP) is a branch of Machine Learning (ML) that primarily
aims to reduce the distance between human and machine capabilities. We focus on …

Deep learning in clinical natural language processing: a methodical review

S Wu, K Roberts, S Datta, J Du, Z Ji, Y Si… - Journal of the …, 2020 - academic.oup.com
Objective This article methodically reviews the literature on deep learning (DL) for natural
language processing (NLP) in the clinical domain, providing quantitative analysis to answer …

Applications of natural language processing in clinical research and practice

Y Wang, A Tafti, S Sohn, R Zhang - … of the 2019 Conference of the …, 2019 - aclanthology.org
Rapid growth in adoption of electronic health records (EHRs) has led to an unprecedented
expansion in the availability of large longitudinal datasets. Large initiatives such as the …

Neural network methods for natural language processing

Y Liu, M Zhang - 2018 - direct.mit.edu
Deep learning has attracted dramatic attention in recent years, both in academia and
industry. The popular term deep learning generally refers to neural network methods …

Natural language processing applications in the clinical neurosciences: A machine learning augmented systematic review

QD Buchlak, N Esmaili, C Bennett… - Machine Learning in …, 2022 - Springer
Natural language processing (NLP), a domain of artificial intelligence (AI) that models
human language, has been used in medicine to automate diagnostics, detect adverse …