The invention discloses a
tuberculosis auxiliary diagnosis
system fusing chest
radiography and
breath sound characteristics. The
tuberculosis auxiliary diagnosis
system comprises a
breath sound acquisition module, a
breath sound dynamic analysis module, a chest
radiography acquisition module, a chest
radiography detection module, an activity discrimination fusion module and a result output module.
Breathing sound signals are collected at a plurality of standard point positions on the
body surface of a patient, dynamic abnormal indexes are extracted, meanwhile, chest radiography images are obtained, focus attribute information is recognized, an activity judgment fusion module conducts
consistency analysis on the chest radiography images and the dynamic abnormal indexes, standardized risk scores are generated, and high-risk, low-risk or uncertain grading results are output. According to the method, the misdiagnosis and
missed diagnosis risks can be effectively reduced under the complex conditions of old focus combined activities, early hidden cases, combined chronic obstructive
pulmonary disease and the like, and a visual diagnosis report containing a
chest radiograph thermodynamic diagram and a breath sound
frequency spectrum is provided. Compared with single chest radiography or
single breath sound analysis, the sensitivity and specificity of
active tuberculosis diagnosis are improved, and the method has high clinical application value.