What does patient-centered communication look like?: Linguistic markers of provider compassionate care and shared decision-making and their impacts on patient …

Y Zhou, ML Acevedo Callejas, Y Li… - Health …, 2023 - Taylor & Francis
Patient-centered communication promotes positive patient outcomes. This study examines
the linguistic markers of two key dimensions of patient-centered communication (ie, provider …

Enriching deep learning with frame semantics for empathy classification in medical narrative essays

P Dey, R Girju - Proceedings of the 13th International Workshop …, 2022 - aclanthology.org
Empathy is a vital component of health care and plays a key role in the training of future
doctors. Paying attention to medical students' self-reflective stories of their interactions with …

Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: Task Formulations and Machine Learning Methods

MR Hasan, MZ Hossain, S Ghosh, A Krishna… - arxiv preprint arxiv …, 2023 - arxiv.org
Empathy indicates an individual's ability to understand others. Over the past few years,
empathy has drawn attention from various disciplines, including but not limited to Affective …

Operationalizing Empathic and Supportive Communication in Natural Language Processing

AC Lahnala - 2025 - bonndoc.ulb.uni-bonn.de
Empathic communication is a significant aspect of support and health-oriented interactions.
Theoretical models for clinical and counseling conversations outline its role in fostering …

An empathy account of premed students' narrative essays

M Michalski, R Girju - 2022 - osf.io
We report on the use of empathic lan-guage in a large corpus of 440 narrative essays of
hypothetical patient-doctor interactions written by premed students at a large Midwest …