Article

From Generation to Collaboration: Using LLMs to Edit for Empathy in Healthcare

2026-07-14

Abstract excerpt

<title>Abstract</title> <p>Clinical empathy is essential for patient care, but physicians need continually balance emotional warmth with factual precision under the cognitive and emotional constraints of clinical practice. This study investigates how large language models (LLMs) can function as empathy editors, refining physicians’ written responses to enhance empathetic tone while preserving underlying medical i...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2c0eab2c-3da6-5750-8bdd-ab2d3ccb197d
DOI: 10.21203/rs.3.rs-10022883/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

From Generation to Collaboration: Using LLMs to Edit for Empathy in HealthcareDOI 10.21203/rs.3.rs-10022883/v1Read

Empathy and clarity in GPT-4-Generated Emergency Department Discharge LettersSemantic proximity Read

Leveraging Large Language Models for Generating Responses to Patient MessagesSemantic proximity Read

Assessing Empathy Capability in Large Language Models: Superior and Balanced Empathy Compared to HumansSemantic proximity Read

AI Chatbots Versus Human Healthcare Professionals: A Systematic Review and Meta-Analysis of Empathy in Patient CareSemantic proximity Read

Identification and Description of Emotions by Current Large Language ModelsSemantic proximity Read

Physician Evaluations of Large Language Model-Generated Responses to Medical Questions by Region and Years in Practice: A preliminary studySemantic proximity Read

A Systematic Review of Early Evidence on Generative AI for Drafting Responses to Patient MessagesSemantic proximity Read

Automating Responses to Patient Portal Messages Using Generative AISemantic proximity Read

AI-Generated Empathy: Opportunities, limits, and future directionsSemantic proximity Read

The Kindness Machine: AI Outperforms Expert Humans in Expressing CompassionSemantic proximity Read

A Framework to Assess Clinical Safety and Hallucination Rates of LLMs for Medical Text SummarisationSemantic proximity Read

AI-Generated Empathy: Opportunities, limits, and future directionsSemantic proximity Read