Convolutional neural networks detect cells in densely packed images at performance levels similar to human readers

Madeleine S. Durkee, Nevaeh Petrie, Kyle Lleras, Junting Ai, Rebecca Abraham, J. Cy Chittenden, Chasity Kasir, Fiona Clark, Gabriel Casella, Marcus R. Clark, Maryellen L. Giger. Convolutional neural networks detect cells in densely packed images at performance levels similar to human readers. In Claudia R. Mello-Thoms, Yan Chen 0012, editors, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment, San Diego, CA, USA, February 21-23, 2023. Volume 12467 of SPIE Proceedings, SPIE, 2023. [doi]

Authors

Madeleine S. Durkee

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Nevaeh Petrie

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Kyle Lleras

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Junting Ai

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Rebecca Abraham

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J. Cy Chittenden

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Chasity Kasir

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Fiona Clark

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Gabriel Casella

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Marcus R. Clark

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Maryellen L. Giger

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