Comparison Of Artificial Neural Network And Regression Analysis Application To Blood Pressure Data From Mouau Clinic:- Asomugha, Princewill C.
ABSTRACT
There are many studies about
continuous blood pressure estimation using pulse transit time (PTT). In this
study, we proposed the modeling method which could estimate Blood pressure (BP)
conveniently and indirectly using PTT and some biometric parameter, 30 people
participated in this study electrodiogram
(ECG) signals and biometric parameters such as weight, height, body mass index
(BMI), length of arm and circumference of arm. Before modeling, we selected
variables as predictors using statistical analysis. With these parameters, we
compared artificial neural network (ANN) with multiple regression as an
estimating method of BP. We estimated value and reference value, acquired from
an approved device. The result from other researchers showed that the ANN model
had better accuracy than the multiple regressions model. evaluated the mean
differences and standard deviations between a
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ASOMUGHA, C (2023). Comparison Of Artificial Neural Network And Regression Analysis Application To Blood Pressure Data From Mouau Clinic:- Asomugha, Princewill C.. Mouau.afribary.org: Retrieved Dec 22, 2024, from https://repository.mouau.edu.ng/work/view/comparison-of-artificial-neural-network-and-regression-analysis-application-to-blood-pressure-data-from-mouau-clinic-asomugha-princewill-c-7-2
CHUKWUEMEKA, ASOMUGHA. "Comparison Of Artificial Neural Network And Regression Analysis Application To Blood Pressure Data From Mouau Clinic:- Asomugha, Princewill C." Mouau.afribary.org. Mouau.afribary.org, 23 Oct. 2023, https://repository.mouau.edu.ng/work/view/comparison-of-artificial-neural-network-and-regression-analysis-application-to-blood-pressure-data-from-mouau-clinic-asomugha-princewill-c-7-2. Accessed 22 Dec. 2024.
CHUKWUEMEKA, ASOMUGHA. "Comparison Of Artificial Neural Network And Regression Analysis Application To Blood Pressure Data From Mouau Clinic:- Asomugha, Princewill C.". Mouau.afribary.org, Mouau.afribary.org, 23 Oct. 2023. Web. 22 Dec. 2024. < https://repository.mouau.edu.ng/work/view/comparison-of-artificial-neural-network-and-regression-analysis-application-to-blood-pressure-data-from-mouau-clinic-asomugha-princewill-c-7-2 >.
CHUKWUEMEKA, ASOMUGHA. "Comparison Of Artificial Neural Network And Regression Analysis Application To Blood Pressure Data From Mouau Clinic:- Asomugha, Princewill C." Mouau.afribary.org (2023). Accessed 22 Dec. 2024. https://repository.mouau.edu.ng/work/view/comparison-of-artificial-neural-network-and-regression-analysis-application-to-blood-pressure-data-from-mouau-clinic-asomugha-princewill-c-7-2