Mr. Kyle Lleras Profile

Kyle Lleras

at Univ of Chicago

SPIE Involvement:

Author

Publications (2)

SPIE Journal Paper | 14 December 2023 Open Access

Generalizations of the Jaccard index and Sørensen index for assessing agreement across multiple readers in object detection and instance segmentation in biomedical imaging

Madeleine Durkee, Kyle Lleras, Karen Drukker, Junting Ai, Thao Cao, Gabriel Casella, Deepjyoti Ghosh, Marcus Clark, Maryellen Giger

JMI, Vol. 10, Issue 06, 065503, (December 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.065503

KEYWORDS: Image segmentation, Object detection, Matrices, Education and training, Detection and tracking algorithms, Deep convolutional neural networks, Biomedical optics, Machine learning, Image processing algorithms and systems, Biopsy

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 3 April 2023 Presentation + Paper

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

Madeleine Durkee, Nevaeh Petrie, Kyle Lleras, Junting Ai, Rebecca Abraham, J. Cy Chittenden, Chasity Kasir, Fiona Clark, Gabriel Casella, Marcus Clark, Maryellen Giger

Proceedings Volume 12467, 124670J (2023) https://doi.org/10.1117/12.2654521

KEYWORDS: Image segmentation, Fluorescence, Biopsy, Image resolution, Machine learning, Multiplexing, Convolutional neural networks, Tissues, Pathology

Read Abstract +

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years