Greg Holste
Greg Holste
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Publications
Type
Conference paper
Date
2022
2021
2020
Avalanche decision schemes to improve pediatric rib fracture detection
SPIE Medical Imaging 2022
Domain knowledge-guided method for improved rib fracture localization.
Jonathan Burkow
,
Gregory Holste
,
Jeffrey Otjen
,
Francisco Perez
,
Joseph Junewick
,
Adam Alessio
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End-to-End Learning of Fused Image and Non-Image Features for Improved Breast Cancer Classification from MRI
CVAMD 2021 (ICCV Workshop)
Methods for jointly learning from breast imaging and tabular non-image data to predict breast cancer.
Gregory Holste
,
Savannah Partridge
,
Habib Rahbar
,
Debosmita Biswas
,
Christoph Lee
,
Adam Alessio
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Code
Poster
Deep learning methods for segmentation of lines in pediatric chest radiographs
SPIE Medical Imaging 2020
Segmentation methods for localizing “lines” (catheters, tubes, etc.) in pediatric chest radiographs.
Ryan Sullivan
,
Gregory Holste
,
Jonathan Burkow
,
Adam Alessio
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Multi-class semantic segmentation of pediatric chest radiographs
SPIE Medical Imaging 2020
Oral
Automatic anatomic segmentation of pediatric chest radiographs under severe class imbalance.
Gregory Holste
,
Ryan Sullivan
,
Michael Bindschadler
,
Nicholas Nagy
,
Adam Alessio
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