107 citations · 120 across the 4 of their papers we have counts for
4 papers
VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model
Geoff Klein, Michael Hardisty, Cari Whyne +1
Vertebral detection and segmentation are critical steps for treatment planning in spine surgery and radiation therapy. Accurate identification and segmentation are complicated in i…
Personalized Activity Recognition with Deep Triplet Embeddings
David M. Burns, Cari M. Whyne
A significant challenge for a supervised learning approach to inertial human activity recognition is the heterogeneity of data between individual users, resulting in very poor perf…
Seglearn: A Python Package for Learning Sequences and Time Series
David M. Burns, Cari M. Whyne
Seglearn is an open-source python package for machine learning time series or sequences using a sliding window segmentation approach. The implementation provides a flexible pipelin…
Shoulder Physiotherapy Exercise Recognition: Machine Learning the Inertial Signals from a Smartwatch
David Burns, Nathan Leung, Michael Hardisty +3
Objective: Participation in a physical therapy program is considered one of the greatest predictors of successful conservative management of common shoulder disorders. However, adh…