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Automating Human Sleep Staging Analysis from Polsomnographic Recordings with a Discrete Hidden Markov Predictive Model

This research project utilized a Discrete Hidden Markov Model to design an algorithm capable of completing human sleep staging analy-sis without the need for a human technician.

Posted by John Lee on Tuesday, May 30th, 2023 in May 2023, , ,

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Study on Optimal SARS-CoV-2 Containment Strategies Using Ex-tended SEIR Model

Mathematical modeling and simulation to study epidemic disease spreading and containment considering vaccine and testing impact.

Posted by John Lee on Tuesday, May 30th, 2023 in May 2023, , , ,

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Automated diagnosis of 7 retinal diseases with convolutional neural networks in a dataset of 2,234 eye images

Automated diagnosis of retinal disease with convolutional neural networks achieving a validation F1-score accuracy of 96% and 95% on cataracts and pathological myopia respectively.

Posted by John Lee on Tuesday, May 30th, 2023 in May 2023, , ,

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Implementing an Audio Processing System to Simulate Realistic Distance with Sound

An audio signal processing system was developed with Python to simulate patterns revealed through analysis of sound recordings on the time and spectral domains.

Posted by John Lee on Saturday, May 7th, 2022 in May 2022, , , , ,

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