Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Structured Medical Dataset Analysis Tool Based on ChatGPT
3
Zitationen
5
Autoren
2023
Jahr
Abstract
This study proposes a medical data analysis tool using Chat Generative Pre-trained Transformer (ChatGPT), a natural language processing model (NLP), to directly communicate with medical data for various analyses. The tool recommends optimal AI models in terms of accuracy and efficiency using Shapley Additive explanation (SHAP) and showed average accuracies of 90.6% and 82% in the data analysis and AI model analysis stages, respectively. The proposed method showed the potential of chatGPT to revolutionize medical data analysis.
Ähnliche Arbeiten
"Why Should I Trust You?"
2016 · 14.307 Zit.
A Comprehensive Survey on Graph Neural Networks
2020 · 8.679 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.207 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.607 Zit.
Artificial intelligence in healthcare: past, present and future
2017 · 4.411 Zit.