A comparative study on the application of large language models: Deepseek-R1, GPT-4o, and Claude-Sonnet-4 in post-cardiac surgery rehabilitation—A cross-sectional study

DeepSeek-R1 is most suitable for structured, guideline-based rehabilitation education. GPT-4o may be preferable in emotionally supportive or patient-facing scenarios due to its superior readability. Claude-Sonnet-4, while less consistent, may offer stylistic balance in diverse communication settings. Overall, LLMs show promising potential in digital cardiac rehabilitation, but task-specific model alignment remains essential.

Authors

Institutions

Publication Details

Journal
Digital Health
Published
2025-05-01
DOI
https://doi.org/10.1177/20552076251393385
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A comparative study on the application of large language models: Deepseek-R1, GPT-4o, and Claude-Sonnet-4 in post-cardiac surgery rehabilitation—A cross-sectional study

Qiang Li, Wenbo Li
Digital Health
Artificial Intelligence in Healthcare and Education
article

A comparative study on the application of large language models: Deepseek-R1, GPT-4o, and Claude-Sonnet-4 in post-cardiac surgery rehabilitation—A cross-sectional study

Qiang Li, Wenbo Li
article en

Abstract

DeepSeek-R1 is most suitable for structured, guideline-based rehabilitation education. GPT-4o may be preferable in emotionally supportive or patient-facing scenarios due to its superior readability. Claude-Sonnet-4, while less consistent, may offer stylistic balance in diverse communication settings. Overall, LLMs show promising potential in digital cardiac rehabilitation, but task-specific model alignment remains essential.

Digital HealthVol. 11
Harbin Medical University (CN), Second Affiliated Hospital of Harbin Medical University (CN)
Openalex Percentile: Top 76%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.