Ayse S. Cakmak

Transfer learning from ECG to PPG for improved sleep staging from wrist-worn wearables

Qiao Li, Qichen Li, Ayse S. Cakmak et al. · Physiological Measurement · 2021 · 46 citations · Full text

Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort

Ayse S. Cakmak, Erick Andres Perez Alday, Giulia Da Poian et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 31 citations · Full text

Long-term sustainability of zero central-line associated bloodstream infections is possible with high compliance with care bundle elements

Elif Hakko, Sinem Guvenc, İpek Değer KARAMAN et al. · Eastern Mediterranean Health Journal · 2015 · 26 citations · Full text

Use of a wearable device to assess sleep and motor function in Duchenne muscular dystrophy

Benjamin I. Siegel, Ayse S. Cakmak, Erik Reinertsen et al. · Muscle & Nerve · 2019 · 21 citations

An unbiased, efficient sleep–wake detection algorithm for a population with sleep disorders: change point decoder

Ayse S. Cakmak, Giulia Da Poian, Adam A. Willats et al. · SLEEP · 2020 · 15 citations · Full text