Efficient Deep Learning on Wearable Physiological Sensor Data for Pilot Flight Performance Analysis. - Patrick W. Moore; Hrishikesh M. Rao; Christine Beauchene; Emilie Cowen; Sophia Yuditskaya; Thomas Heldt; Laura J. Brattain (BSN, 2023)

Fatigue Assessment from Facial Videos using Deep Neural Networks and Engineered Features Informed by Domain Knowledge. - Luke Kenworthy; Patrick W. Moore; Hrishikesh M. Rao; Laura J. Brattain; Kevin James; Thomas Heldt (EMBC, 2023)

Scalable Deep Learning for Pilot Performance Analysis Using Multimodal Physiological Time Series. - Noah Lee; Patrick W. Moore; Laura J. Brattain (HPEC, 2023)

Zero-Shot Forecasting for ECG Time Series Data Using Generative Foundation Models. - Mahad Ali; Patrick W. Moore; Tammer Barkouki; Laura J. Brattain (BSN, 2024)

Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting. - Mahad Ali; Curtis Lisle; Patrick W. Moore; Tammer Barkouki; Brian J. Kirkwood; Laura J. Brattain (CoRR, 2025)