Highly accurate heart failure classification using carbon nanotube thin film biosensors and machine learning assisted data analysis

Highly accurate heart failure classification using carbon nanotube thin film biosensors and machine learning assisted data analysis

While carbon nanotube (CNT)-based biosensors have been demonstrated to achieve high sensitivity and fast response, their intrinsic variation has been a challenge for the robustness of CNT-based diagnostic systems and greatly hindered their real-world clinical applications. The solution through conve...

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Bibliographic Details
Main Authors: Zilei Guo, Renfang Tian, Wenzuo Xu, Darren Yip, Mary Radyk, Francesca Brillantes Santos, Amelia Yip, Tao Chen, Xiaowu Shirley Tang
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Biosensors and Bioelectronics: X
Subjects:
Biosensor
B-type natriuretic peptide
Carbon nanotube
Deep neural network
Heart failure
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2590137022000814

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http://www.sciencedirect.com/science/article/pii/S2590137022000814

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