Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Making sense of artificial intelligence and large language models—including ChatGPT—in pediatric hematology/oncology
9
Zitationen
8
Autoren
2024
Jahr
Abstract
ChatGPT and other artificial intelligence (AI) systems have captivated the attention of healthcare providers and researchers for their potential to improve care processes and outcomes. While these technologies hold promise to automate processes, increase efficiency, and reduce cognitive burden, their use also carries risks. In this commentary, we review basic concepts of AI, outline some of the capabilities and limitations of currently available tools, discuss current and future applications in pediatric hematology/oncology, and provide an evaluation and implementation framework that can be used by pediatric hematologist/oncologists considering the use of AI in clinical practice.
Ähnliche Arbeiten
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 · 8.231 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.084 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.444 Zit.
Proceedings of the 19th International Joint Conference on Artificial Intelligence
2005 · 5.776 Zit.
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 · 5.423 Zit.
Autoren
Institutionen
- University of Chicago(US)
- Fargo VA Health Care System(US)
- University of Toronto(CA)
- Hospital for Sick Children(CA)
- SickKids Foundation(CA)
- Indiana University Health(US)
- Regenstrief Institute(US)
- Indiana University School of Medicine
- Indiana University – Purdue University Indianapolis(US)
- Emory University(US)
- Aflac (United States)(US)
- Children's Healthcare of Atlanta(US)
- Children's Hospital of Philadelphia(US)
- University of Pennsylvania(US)
- Texas Children's Hospital(US)
- The University of Texas at Austin(US)