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ART and associates Group

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Digital Diagnostics: AI-Enabled Tongue and Pulse Analysis

The traditional "Four Diagnostics" (Looking, Listening, Questioning, and Feeling) have been digitized in 2026 through the use of high-precision sensors and specialized AI models.

  • TCM-Specific Large Language Models: In early 2026, specialized AI models trained on classical texts like the Huangdi Neijing are being used to assist practitioners. These "TCM-LLMs" help differentiate complex symptoms and suggest herbal adjustments based on a patient’s unique "constitution."

  • Smart Pulse Sensing: Wearable devices have evolved to track Heart Rate Variability (HRV) and pulse wave velocity using TCM parameters. This allows for continuous monitoring of a patient's "Qi" or vitality outside of the clinic, signaling the doctor if the patient’s internal balance shifts toward a state of illness.

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