Search Results for author: Christopher P. Bridge

Found 7 papers, 2 papers with code

Monte Carlo dropout increases model repeatability

1 code implementation12 Nov 2021 Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer

Leveraging Monte Carlo predictions significantly increased repeatability for all tasks on the binary, multi-class, and ordinal models leading to an average reduction of the 95% limits of agreement by 17% points.

Classification Density Estimation

Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video

no code implementations3 Jul 2017 Weilin Huang, Christopher P. Bridge, J. Alison Noble, Andrew Zisserman

We present an automatic method to describe clinically useful information about scanning, and to guide image interpretation in ultrasound (US) videos of the fetal heart.

Introduction To The Monogenic Signal

1 code implementation27 Mar 2017 Christopher P. Bridge

The monogenic signal is an image analysis methodology that was introduced by Felsberg and Sommer in 2001 and has been employed for a variety of purposes in image processing and computer vision research.

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