Pneumonia Detection in Chest X-Rays Using Deep Learning
This study applies artificial intelligence to detect pneumonia in chest X-rays.
Posted by buchanle on Tuesday, April 30th, 2024 in May 2024, Artificial Intelligence, Computer Vision, Deep learning, Neural Networks, Pneumonia
Deep Learning Pose Estimation model for Parkinsonism and Levodopa-Induced Dyskinesia
This research project utilized a Deep Learning Classification Model to design an algorithm for the detection of pathological motion, whether Parkinson’s or dyskinesia, and the prediction of the clinical rating of Parkinson’s or dyskinesia severity based on movement features.
Posted by buchanle on Tuesday, April 30th, 2024 in May 2024, Levodopa-induced dyskinesia, Parkinson’s disease, Unified Dyskinesia Rating Scale, Unified Parkinson’s Disease Rating Scale
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, Hidden Markov model, polysomnography., sleep staging analysis
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, COVID, Epidemic Disease Modeling, SARS-CoV-2, Virus Containment
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, convolutional neural networks, healthcare, Machine learning
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, Head Related Transfer Function, Signal Flow, Sound Synthesis, Spectrogram, Virtual reality