Heart disease risk factors detection from electronic health records using advanced NLP and deep learning techniques
Heart disease remains the major cause of death, despite recent improvements in prediction
and prevention. Risk factor identification is the main step in diagnosing and preventing heart …
and prevention. Risk factor identification is the main step in diagnosing and preventing heart …
Advancing rheumatology with natural language processing: insights and prospects from a systematic review
Objectives Natural language processing (NLP) and large language models (LLMs) have
emerged as powerful tools in healthcare, offering advanced methods for analysing …
emerged as powerful tools in healthcare, offering advanced methods for analysing …
Using natural language processing to explore characteristics and management of patients with axial spondyloarthritis and psoriatic arthritis treated under real-world …
D Benavent, S Muñoz-Fernández… - Therapeutic …, 2023 - journals.sagepub.com
Background: Spondyloarthritis (SpA) is a group of related but phenotypically distinct
inflammatory disorders that include axial SpA (axSpA) and psoriatic arthritis (PsA) …
inflammatory disorders that include axial SpA (axSpA) and psoriatic arthritis (PsA) …
[HTML][HTML] Practical considerations for develo** clinical natural language processing systems for population health management and measurement
Experts have noted a concerning gap between clinical natural language processing (NLP)
research and real-world applications, such as clinical decision support. To help address this …
research and real-world applications, such as clinical decision support. To help address this …
Natural language processing systems for extracting information from electronic health records about activities of daily living. A systematic review
Y Wieland-Jorna, D van Kooten, RA Verheij… - JAMIA …, 2024 - academic.oup.com
Objective Natural language processing (NLP) can enhance research on activities of daily
living (ADL) by extracting structured information from unstructured electronic health records …
living (ADL) by extracting structured information from unstructured electronic health records …
A survey of artificial intelligence in rheumatoid arthritis
J Wang, Y Tian, T Zhou, D Tong, J Ma… - Rheumatology and …, 2023 - degruyter.com
The article offers a survey of currently notable artificial intelligence methods (released
between 2019-2023), with a particular emphasis on the latest advancements in detecting …
between 2019-2023), with a particular emphasis on the latest advancements in detecting …
A stepwise approach to analyzing musculoskeletal imaging data with artificial intelligence
JP Mickley, AF Grove, P Rouzrokh… - Arthritis Care & …, 2024 - Wiley Online Library
The digitization of medical records and expanding electronic health records has created an
era of “Big Data” with an abundance of available information ranging from clinical notes to …
era of “Big Data” with an abundance of available information ranging from clinical notes to …
[HTML][HTML] Promises and pitfalls of artificial intelligence models in forecasting rheumatoid arthritis treatment response and outcomes
Although rheumatoid arthritis (RA) management has seen a therapeutic renaissance in the
last two decades with the growth of treatment options and implementation of a treat-to-target …
last two decades with the growth of treatment options and implementation of a treat-to-target …
Leveraging the Consolidated Framework for Implementation Research to Develop the American College of Rheumatology's Toolkit for Implementation of Rheumatoid …
C Nasrallah, G Schmajuk, A Hamblin… - Arthritis Care & …, 2024 - Wiley Online Library
Objective Despite the recognized benefits of collecting rheumatoid arthritis (RA) outcomes
measures, their use in routine care is inconsistent. Using the Consolidated Framework for …
measures, their use in routine care is inconsistent. Using the Consolidated Framework for …
Advancing Rheumatology Practice: Systematic Review of Natural Language Processing Applications
Background With the advent of large language models (LLM), such as ChatGPT, natural
language processing (NLP) is revolutionizing healthcare. We systematically reviewed NLP's …
language processing (NLP) is revolutionizing healthcare. We systematically reviewed NLP's …