Search Results for author: Tal Ben-Haim

Found 2 papers, 1 papers with code

A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity Assessment

no code implementations5 Jul 2022 Tal Ben-Haim, Ron Moshe Sofer, Gal Ben-Arie, Ilan Shelef, Tammy Riklin-Raviv

This is accomplished via a unique, end-to-end hierarchical network architecture and ensemble learning, which contribute to the segmentation and provide a measure for segmentation uncertainty.

Ensemble Learning Segmentation

Graph Neural Network for Cell Tracking in Microscopy Videos

1 code implementation9 Feb 2022 Tal Ben-Haim, Tammy Riklin Raviv

By modeling the entire time-lapse sequence as a direct graph where cell instances are represented by its nodes and their associations by its edges, we extract the entire set of cell trajectories by looking for the maximal paths in the graph.

3D Multi-Object Tracking Cell Tracking +1

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