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12 April 2021 – 16 April 2021 OSA Virtual Event - Pacific Daylight/Summer Time (UTC - 07:00)

Using Time-Series Breathing Patterns in Machine Learning Models to Classify Respiratory Diseases: an Initial Study (JTu4A.12)

Presenter: Gurpreet Singh, Singapore Bioimaging Consortium

Lung function classifies respiratory diseases. However, obtaining them with spirometry is difficult. We present an easy method that combines breathing patterns and machine learning to classify healthy from respiratory conditions at accuracy of 97.7%.

Authors:Gurpreet Singh, Singapore Bioimaging Consortium / Aza Taha, Changi General Hospital / Thanawin Trakoolwilaiwan, Singapore Bioimaging Consortium / Augustine Tee, Changi General Hospital / Joanne Yoong, University of Southern California / Malini Olivo, Singapore Bioimaging Consortium


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