Roslyn N. Boyd

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 7

Top Topics

Classification Models

Markov Mesh Random Field

Top Venues

DATRA/PIPPI@MICCAI

Publications

Alex M. Pagnozzi, Liza van Eijk, Kerstin Pannek, Roslyn N. Boyd, Susmita Saha, Joanne George, Samudragupta Bora, DanaKai Bradford, Michael Fahey, Michael Ditchfield, Atul Malhotra, Helen G. Liley, Paul B. Colditz, Stephen E. Rose, Jurgen Fripp
Early brain morphometrics from neonatal MRI predict motor and cognitive outcomes at 2-years corrected age in very preterm infants. NeuroImage 267 (2023)
Kerstin Pannek, Joanne George, Roslyn N. Boyd, Paul B. Colditz, Stephen E. Rose, Jurgen Fripp
Brain microstructure and morphology of very preterm-born infants at term equivalent age: Associations with motor and cognitive outcomes at 1 and 2 years. NeuroImage 221 (2020)
Susmita Saha, Alex M. Pagnozzi, Pierrick Bourgeat, Joanne George, DanaKai Bradford, Paul B. Colditz, Roslyn N. Boyd, Stephen E. Rose, Jurgen Fripp, Kerstin Pannek
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model. NeuroImage 215 (2020)
Matthew N. Ahmadi, Margaret E. O'Neil, Emmah Baque, Roslyn N. Boyd, Stewart G. Trost
Machine Learning to Quantify Physical Activity in Children with Cerebral Palsy: Comparison of Group, Group-Personalized, and Fully-Personalized Activity Classification Models. Sensors 20 (14) (2020)
Christian B. Redd, Lee A. Barber, Roslyn N. Boyd, Marlien Varnfield, Mohan Karunanithi
Development of a Wearable Sensor Network for Quantification of Infant General Movements for the Diagnosis of Cerebral Palsy. EMBC (2019)
Susmita Saha, Alex M. Pagnozzi, Joanne George, Paul B. Colditz, Roslyn N. Boyd, Stephen E. Rose, Jurgen Fripp, Kerstin Pannek
Investigating Brain Age Deviation in Preterm Infants: A Deep Learning Approach. DATRA/PIPPI@MICCAI (2018)
Kai-Kai Shen, Jurgen Fripp, Kerstin Pannek, Joanne George, Paul B. Colditz, Roslyn N. Boyd, Stephen E. Rose
A spatio-temporal atlas of neonatal diffusion MRI based on kernel ridge regression. ISBI (2017)
Alex M. Pagnozzi, Nicholas D. H. Dowson, Andrew P. Bradley, Roslyn N. Boyd, Pierrick Bourgeat, Stephen E. Rose
Expectation-Maximization with Image-Weighted Markov Random Fields to Handle Severe Pathology. DICTA (2015)
Stephen E. Rose, Andrea Guzzetta, Kerstin Pannek, Roslyn N. Boyd
MRI Structural Connectivity, Disruption of Primary Sensorimotor Pathways, and Hand Function in Cerebral Palsy. Brain Connect. 1 (4) (2011)