[HTML][HTML] Artificial intelligence education and tools for medical and health informatics students: systematic review

AH Sapci, HA Sapci - JMIR Medical Education, 2020 - mededu.jmir.org
Background: The use of artificial intelligence (AI) in medicine will generate numerous
application possibilities to improve patient care, provide real-time data analytics, and enable …

Natural language processing in medicine: a review

S Locke, A Bashall, S Al-Adely, J Moore… - Trends in Anaesthesia …, 2021 - Elsevier
Natural language processing (NLP) is a form of machine learning which enables the
processing and analysis of free text. When used with medical notes, it can aid in the …

The fundamentals of Artificial Intelligence in medical education research: AMEE Guide No. 156

MG Tolsgaard, MV Pusic, SS Sebok-Syer, B Gin… - Medical …, 2023 - Taylor & Francis
Abstract The use of Artificial Intelligence (AI) in medical education has the potential to
facilitate complicated tasks and improve efficiency. For example, AI could help automate …

Machine learning in healthcare communication

S Siddique, JCL Chow - Encyclopedia, 2021 - mdpi.com
Definition Machine learning (ML) is a study of computer algorithms for automation through
experience. ML is a subset of artificial intelligence (AI) that develops computer systems …

Education 4.0 and 5.0: Integrating artificial intelligence (AI) for personalized and adaptive learning

N Rane, S Choudhary, J Rane - Available at SSRN 4638365, 2023 - papers.ssrn.com
This research paper explores how the integration of Artificial Intelligence (AI) in the
education sector is bringing about transformative changes, particularly within the …

Artificial intelligence in surveillance, diagnosis, drug discovery and vaccine development against COVID-19

G Arora, J Joshi, RS Mandal, N Shrivastava, R Virmani… - Pathogens, 2021 - mdpi.com
As of August 6th, 2021, the World Health Organization has notified 200.8 million laboratory-
confirmed infections and 4.26 million deaths from COVID-19, making it the worst pandemic …

An in-depth review of ChatGPT's pros and cons for learning and teaching in education

AD Samala, X Zhai, K Aoki, L Bojić… - International Journal of …, 2024 - rifdt.ifdt.bg.ac.rs
As technology progresses, there has been an increasing interest in using Chatbot GPT
(Generative Pre-trained Transformer) in education. Chatbot GPT, or ChatGPT, gained one …

Exploring students' learning support use in digital game-based math learning: A mixed-methods approach using machine learning and multi-cases study

CP Dai, F Ke, Y Pan, Y Liu - Computers & Education, 2023 - Elsevier
Digital game-based math learning environments (math DGBLE) are promising platforms that
provide students with opportunities to master conceptual understanding and cultivate …

Use of machine learning and artificial intelligence to drive personalized medicine approaches for spine care

O Khan, JH Badhiwala, G Grasso, MG Fehlings - World neurosurgery, 2020 - Elsevier
Personalized medicine is a new paradigm of healthcare in which interventions are based on
individual patient characteristics rather than on “one-size-fits-all” guidelines. As …

Privacy-preserving large language models for structured medical information retrieval

IC Wiest, D Ferber, J Zhu, M van Treeck, SK Meyer… - npj Digital …, 2024 - nature.com
Most clinical information is encoded as free text, not accessible for quantitative analysis. This
study presents an open-source pipeline using the local large language model (LLM)“Llama …