Publications by authors named "Colin Compas"

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Predicting blood-brain barrier permeability of molecules with a large language model and machine learning.
Eddie T C Huang, Jai-Sing Yang, Ken Y K Liao, Warren C W Tseng, C K Lee, Colin Compas

Sci Rep· July 2024

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A large language model for electronic health records.
Xi Yang, Aokun Chen, Nima PourNejatian, Hoo Chang Shin, Kaleb E Smith, Colin Compas

NPJ Digit Med· December 2022

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Federated learning for predicting clinical outcomes in patients with COVID-19.
Ittai Dayan, Holger R Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili, Colin Compas

Nat Med· October 2021

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Federated Learning used for predicting outcomes in SARS-COV-2 patients.
Mona Flores, Ittai Dayan, Holger Roth, Aoxiao Zhong, Ahmed Harouni, Colin Compas

Res Sq· January 2021

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Sparsity and Biomechanics Inspired Integration of Shape and Speckle Tracking for Cardiac Deformation Analysis.
Nripesh Parajuli, Colin B Compas, Ben A Lin, Smita Sampath, Matthew O'Donnell

Funct Imaging Model Heart· June 2015

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Correction to "Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography".
Colin B Compas, Emily Y Wong, Xiaojie Huang, Smita Sampath, Ben A Lin

IEEE Trans Med Imaging· February 2015

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Radial basis functions for combining shape and speckle tracking in 4D echocardiography.
Colin B Compas, Emily Y Wong, Xiaojie Huang, Smita Sampath, Ben A Lin

IEEE Trans Med Imaging· June 2014

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Mining echocardiography workflows for disease discriminative patterns.
Ritwik Kumar, Tanveer Syeda-Mahmood, David Beymer, Colin Compas, Karen Brannon

AMIA Annu Symp Proc· May 2014

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Contour tracking in echocardiographic sequences via sparse representation and dictionary learning.
Xiaojie Huang, Donald P Dione, Colin B Compas, Xenophon Papademetris, Ben A Lin

Med Image Anal· February 2014

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A dynamical appearance model based on multiscale sparse representation: segmentation of the left ventricle from 4D echocardiography.
Xiaojie Huang, Donald P Dione, Colin B Compas, Xenophon Papademetris, Ben A Lin

Med Image Comput Comput Assist Interv· January 2013

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