such as facial diagnosis, tongue diagnosis or pulse
diagnosis to make analytical judgments; a large
number of excellent cutting-edge deep learning
methods are applied due to the lack of objective
collection data difficulties. This may be due to the
lack of subjective understanding of the holistic view
of TCM theory by the developers of smart devices, or
to the lack of standard high-quality labeled TCM data
with multiple sources of information, resulting in
poor accuracy in the integrated processing of multiple
sources of information (Qi, Li 2017). The collection
of TCM diagnostic learning samples requires finding
suitable automated methods, such as using portable
devices, to facilitate the collection of large data
training samples and to promote the objective
collection of information from the four TCM
diagnoses as well as to simulate the traditional TCM
thinking pattern of the four-diagnosis integration.
Based on the TCM diagnostic equipment such as
telescopic apparatus, pulse apparatus, infrared
apparatus, meridian apparatus, etc. from different
manufacturers, this study establishes a laboratory for
key TCM technology and equipment, and develops a
software platform to link the communication
interfaces of each equipment to form an integrated
software and hardware TCM diagnostic equipment
application platform; and carries out data-based
empirical research based on the dismantling and
rearrangement of basic TCM theories and concepts.
Meanwhile, we provide technical support in TCM
diagnostic equipment for TCM clinical trials.
2 THEORETICAL RESEARCH:
RESEARCH ON OBJECTIVE
MEASUREMENT
The theoretical basis of the integrated application of
TCM diagnosis and treatment equipment is to
propose a TCM engineering concept system that can
be measured by modern science and technology, so
that the measurement signal of the instrument can be
interfaced with the basic theoretical system of TCM
through the interface of measurement elements and
evidence, in order to solve the problem of difficult
interface between the theoretical system of TCM and
modern science and technology.
In this study, we reviewed the literature related to
TCM diagnosis, sorted out the TCM basic theories
and diagnostic concepts such as etiology,
pathogenesis, location and nature of disease, and
acupuncture concepts such as meridians and
acupoints, selected appropriate measurement objects,
and established a system of measurement variables.
The instrumental measurement objects of TCM
symptoms are defined as the smallest measurement
units, described as measurement elements in TCM
language and as measurement variables in
engineering language. The measurement variables are
logically independent and have clear boundaries, and
the measurement variables and values are
distinguished.
Based on the concept of "evidence element" in
modern TCM diagnosis, we systematized the types of
TCM evidence variables in the literature and
constructed a system of five types of measurement
variables: positioning variables, physiological
variables, pathogenic variables, school measurement
variables and specialist measurement variables, as
shown in the following table.
Table 1: The system of TCM concepts used for
measurement.
Variable type Measured Variable
Variable type 1
Heart, liver, spleen, lung, kidney,
stomach, gall bladder, small
intestine, large intestine, bladder,
tri
iao, ......
Variable type 2
Essence, spirit, qi, blood, fluid, yin,
yang ......
Variable type 3
wind,cold, heat, humidity, dryness,
fire,epidemic,phlegm, food, insects
......
Variable type 4
Wei, Qi, Ying, and Blood
components;
Chest and diaphragm [upper jiao],
lesser abdomen [lower jiao], spleen
and stomach [middle jiao]; ......
Variable type 5
eyes (meatus, blood, qi, wind, and
water chakras), ears, nose, pharynx,
and teeth; ......
Added
Variable
……
3 SOFTWARE PLATFORM: TCM
MULTIMODAL DATA
COLLECTION SYSTEM
A TCM multimodal data acquisition system PC and
APP for doctors and a WeChat app for patients were
developed to collect data and signals measured by
TCM diagnostic equipment and various instruments.