The invention relates to the technical field of cardiovascular
disease screening and intelligent
medical treatment, in particular to an AI electrocardio-
ultrasound referral integrated grassroots HCM early screening
system which comprises a
data acquisition module, an AI analysis engine, a
referral management module, a terminal interaction module and a
cloud database. The
data acquisition module synchronously acquires dual-mode data of electrocardiosignals and ultrasonic images, and difference interference of basic-level equipment is eliminated through standardized preprocessing; an AI analysis engine adopts an improved attention mechanism CNN network,
time sequence electrocardio features and space ultrasonic features are fused, a dynamic
risk assessment model is constructed, and the AI analysis engine adapts to screening
crowds of different
age groups and basic medical histories; the
referral management module automatically generates a structured report based on an early
screening result and is linked with a superior hospital diagnosis and
treatment system to realize referral information real-time pushing and state tracking; and the
cloud database supports data
encryption storage and model iteration updating. The
system does not need to depend on advanced professional doctors, and can quickly complete HCM early screening, risk grading and referral connection in primary medical institutions.