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AI system refines telemedicine communication for better patient feedback · 2 sources tracked

Researchers have developed a new language model-guided system designed to improve communication in text-based telemedicine. The system analyzes patient-doctor interactions to identify and refine communication features like tone and completeness, aiming to increase the likelihood of positive patient feedback without altering the medical content. Recommendations generated by the system showed a mean 6.41% gain in predicted positive feedback probability and were non-negative for over 93% of cases, suggesting that small, interpretable changes can significantly enhance communication quality while maintaining physician control. AI

IMPACT This AI system could enhance patient satisfaction and adherence in telemedicine by providing actionable communication feedback to healthcare providers.

RANK_REASON The cluster contains a research paper published on arXiv detailing a new AI system for improving medical communication.

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

COVERAGE [2]

  1. arXiv cs.CL TIER_1 English(EN) · Adrian Cosma, Nicoleta-Nina Basoc, Andrei Niculae, Cosmin Dumitrache, Emilian Radoi ·

    Improving Medical Communication using Rubric-Guided Counterfactual Recommendations

    arXiv:2606.18889v1 Announce Type: new Abstract: Text-based telemedicine increasingly relies on lightweight patient feedback, however, such feedback primarily reflects perceived communication quality rather than medical accuracy. We introduce an LM-guided counterfactual recommenda…

  2. arXiv cs.CL TIER_1 English(EN) · Emilian Radoi ·

    Improving Medical Communication using Rubric-Guided Counterfactual Recommendations

    Text-based telemedicine increasingly relies on lightweight patient feedback, however, such feedback primarily reflects perceived communication quality rather than medical accuracy. We introduce an LM-guided counterfactual recommendation pipeline that discovers and refines interpr…