Dr. Deepjyoti Ghosh Profile

Dr. Deepjyoti Ghosh

at Univ of Chicago

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Author

Publications (3)

Proceedings Article | 3 April 2024 Poster + Paper

Renal cell classification in highly multiplexed microscopy imaging using a biology-based decision tree classifier

Gabriel Casella, Madeleine Durkee, Junting Ai, Thao Cao, Deepjyoti Ghosh, Michael Andrade, Anthony Chang, Maryellen Giger, Marcus Clark

Proceedings Volume 12933, 129331H (2024) https://doi.org/10.1117/12.3008519

KEYWORDS: Decision trees, Biopsy, Biological imaging, Diseases and disorders, Tissues, Image segmentation, Multiplexing, Microscopy, Kidney

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Proceedings Article | 3 April 2024 Poster + Paper

Multi-class instance segmentation of renal structures in highly multiplexed immunofluorescence microscopy images

Thao Cao, Madeleine Durkee, Junting Ai, Gabriel Casella, Deepjyoti Ghosh, Anthony Chang, Michael Andrade, Maryellen Giger, Marcus Clark

Proceedings Volume 12933, 129331I (2024) https://doi.org/10.1117/12.3008544

KEYWORDS: Image segmentation, Kidney, Education and training, Multiplexing, Biopsy, Tissues, Inflammation, Fluorescence, Microscopy, Machine learning

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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

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