Rebecca J. Williams

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 4

Top Topics

Maximum Likelihood Estimates

Rigid Body Motion

Cerebral Blood Flow

Top Venues

Publications

Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
Machine Learning-based Estimation of Respiratory Fluctuations in a Healthy Adult Population using BOLD fMRI and Head Motion Parameters. CoRR (2024)
Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, Ali Golestani, G. Bruce Pike, M. Ethan MacDonald
Using BOLD-fMRI to Compute the Respiration Volume per Time (RTV) and Respiration Variation (RV) with Convolutional Neural Networks (CNN) in the Human Connectome Development Cohort. CoRR (2023)
Abdoljalil Addeh, Fernando Vega, Prathistith Raj Medi, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
Direct machine learning reconstruction of respiratory variation waveforms from resting state fMRI data in a pediatric population. NeuroImage 269 (2023)
M. Ethan MacDonald, Avery J. L. Berman, Erin L. Mazerolle, Rebecca J. Williams, G. Bruce Pike
Modeling hyperoxia-induced BOLD signal dynamics to estimate cerebral blood flow, volume and mean transit time. NeuroImage 178 (2018)