npj Digital Medicine · 2025 · 30 citations · 15 references
Social SciencesHealth InformaticsOncologyClinical InformaticsHealth CommunicationInterpersonal CommunicationCancer CommunicationCommunication With PatientsEmpathic CommunicationEmpathic RespondingEmpathyPatient-provider CommunicationChatbot InteractionChatbot SystemsChatbotsClinical MessagingHealthcare Patient CommunicationPatient Needs AssessmentPatient-clinician CommunicationPatient-oriented Clinical Questions
Artificial intelligence chatbots can draft empathetic responses to cancer questions, but how patients perceive chatbot empathy remains unclear. Here, we found that people with cancer rated chatbot responses as more empathetic than physician responses. However, differences between patient and physician perceptions of empathy highlight the need for further research to tailor clinical messaging to better meet patient needs. Chatbots may be effective in generating empathetic template responses to patient questions under clinician oversight.
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Large language models encode clinical knowledge
Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · Nature · 2023 · 3.2K citations · Full text
Computing, Health Informatics, Computational Linguistics +16
Scaling Laws for Neural Language Models
Jared Kaplan, Sam McCandlish, Tom Henighan et al. · arXiv (Cornell University) · 2020 · 1.5K citations · Full text