计量学报
計量學報
계량학보
ACTA METROLOGICA SINICA
2014年
4期
403-408
,共6页
陈里里%廖强%胡雪%张国珍
陳裏裏%廖彊%鬍雪%張國珍
진리리%료강%호설%장국진
计量学%生物电阻抗测量技术%神经网络%血型%红细胞悬浮液
計量學%生物電阻抗測量技術%神經網絡%血型%紅細胞懸浮液
계량학%생물전조항측량기술%신경망락%혈형%홍세포현부액
Metrology%Bioelectrical impedance analysis technology%Neural networks%Blood type%Red blood cell suspension
提出了基于生物电阻抗测量技术的血型检测新方法并研制了检测系统。该系统采用单片机结合AD9850芯片实现 DDS 技术产生激励信号,设计椭圆滤波器消除信号干扰;运用低成本放大器 AD8370设计稳幅电路,确保信号输出幅度不变;系统采用 AD8302幅相检测芯片实现阻抗信息提取;基于人工神经网络判别红细胞悬浮液凝集强度,并结合判别规则得到血型结果。测试结果表明该系统精度高,稳定性好;临床实验表明,该系统能正确识别红细胞6种不同凝集程度,能100%正确地检测出正常标本的 ABO 和 Rh 血型,可更好地满足临床需求。
提齣瞭基于生物電阻抗測量技術的血型檢測新方法併研製瞭檢測繫統。該繫統採用單片機結閤AD9850芯片實現 DDS 技術產生激勵信號,設計橢圓濾波器消除信號榦擾;運用低成本放大器 AD8370設計穩幅電路,確保信號輸齣幅度不變;繫統採用 AD8302幅相檢測芯片實現阻抗信息提取;基于人工神經網絡判彆紅細胞懸浮液凝集彊度,併結閤判彆規則得到血型結果。測試結果錶明該繫統精度高,穩定性好;臨床實驗錶明,該繫統能正確識彆紅細胞6種不同凝集程度,能100%正確地檢測齣正常標本的 ABO 和 Rh 血型,可更好地滿足臨床需求。
제출료기우생물전조항측량기술적혈형검측신방법병연제료검측계통。해계통채용단편궤결합AD9850심편실현 DDS 기술산생격려신호,설계타원려파기소제신호간우;운용저성본방대기 AD8370설계은폭전로,학보신호수출폭도불변;계통채용 AD8302폭상검측심편실현조항신식제취;기우인공신경망락판별홍세포현부액응집강도,병결합판별규칙득도혈형결과。측시결과표명해계통정도고,은정성호;림상실험표명,해계통능정학식별홍세포6충불동응집정도,능100%정학지검측출정상표본적 ABO 화 Rh 혈형,가경호지만족림상수구。
A new method for blood type detection and a new automated blood typing system are developed. In the system,the combined use of the AD9850 chip and MCU are employed to realize the DDS technique and produce excitation signal. Then an elliptic filter is designed to eliminate the signal interference,and an amplitude stabilized circuit is designed to stabilize the amplitude of the signal output by using an AD8370 chip,which is a low-cost variable gain amplifier. The amplitude and phase measurement chip AD8302 is adopted to extract the impedance information. Based on neural network recognition model,a new method is designed to determine the degree of agglutination in red blood cell suspension. The use of this method combined with the discriminant rule could successfully identify the blood type. Contrastive test is carried out and the new system showed high measurement accuracy and good stability,could better distinguish the different intensity of agglutination in red blood cell,and identified ABO and Rh blood type correctly in normal samples. The self-developed new automated blood typing system is in better agreement with clinical requirements.