SYSTEMS AND METHODS FOR EFFECT SIZE OPTIMIZATION OF OBJECT CLASSIFICATION
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United States of America
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Nov 21, 2024
app pub date -
May 16, 2023
filing date -
May 16, 2023
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Abstract
Methods and systems are provided herein for automatic object classification. In an example, a method includes receiving one or more images of a plate including a plurality of wells, each well including a plurality of cells, the plurality of wells including a first control well, a second control well, and at least one test well, classifying one or more cells from the at least one test well using a trained classification model, the trained classification model trained based on training data including instance images of the first control well and the second control well formed from the one or more images of the plate and further based on an effect size loss function, and outputting an indication of the classified one or more cells.
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