Digitally Diagnosing Multiple Developmental Delays Using Crowdsourcing Fused With Machine Learning: Protocol for a Human-in-the-Loop Machine Learning Study
Jaiswal A, Kruiper R, Rasool A, Nandkeolyar A, Wall DP, Washington PY. JMIR Research Protocols. 2024.
The Effect of Data Missingness on Machine Learning Predictions of Uncontrolled Diabetes Using All of Us Data
Jabbar Z, Washington PY. BioMedInformatics. 2024.
Audio-Based Emotion Recognition Using Self-Supervised Learning on an Engineered Feature Space
Nimitsurachat P, Washington PY. AI. 2024.
Personalized Deep Learning for Substance Use in Hawaii: Protocol for a Passive Sensing and Ecological Momentary Assessment Study
Sun Y, Kargarandehkordi A, Slade C, Jaiswal A, Busch G, Guerrero A, Phillips K, Washington PY. JMIR Research Protocols. 2024.
Individualized stress mobile sensing using self-supervised pre-training
Islam T, Washington PY. Applied Sciences. 2023.
Parkinson Disease Recognition Using a Gamified Website: Machine Learning Development and Usability Study
Parab S, Boster J, Washington PY. JMIR Formative Research. 2024.
A Review of and Roadmap for Data Science and Machine Learning for the Neuropsychiatric Phenotype of Autism
Washington PY, Wall D. Annual Review of Biomedical Data Science. 2023.
SIM-CNN: Self-Supervised Individualized Multimodal Learning for Stress Prediction on Nurses Using Biosignals
Eom S, Eom S, PY Washington. ICML Workshops. 2023.
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data
Islam T, Washington PY. ICML Workshops. 2023.
Towards Ethical Biomedical Informatics: Learning from Olelo Noeau, Hawaiian Proverbs
Washington PY, Puniwai N, Kamaka M, Gürsoy G, Tatonetti N, Brenner SE, Wall DP. Pacific Symposium on Biocomputing. 2023.
