Ms. Margaret Veselits Profile

Margaret Veselits

at Univ of Chicago

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Publications (3)

Proceedings Article | 5 March 2021 Presentation

Application of U-Nets for the automatic segmentation of immune cells in high-dimensional microscopy images of kidney biopsies

Rebecca Abraham, Madeleine Durkee, Margaret Veselits, Junting Ai, Jordan Fuhrman, Marcus Clark, Maryellen Giger

Proceedings Volume 11647, 116470N (2021) https://doi.org/10.1117/12.2577788

KEYWORDS: Image segmentation, Kidney, Biopsy, Microscopy, Tissues, Machine vision, Luminescence, Data mining, Convolutional neural networks, Confocal microscopy

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Application and generalizability of U-Net segmentation of immune cells in inflamed tissue

Rebecca Abraham, Madeleine Durkee, Margaret Veselits, Junting Ai, Jordan Fuhrman, Marcus Clark, Maryellen Giger

Proceedings Volume 11603, 1160317 (2021) https://doi.org/10.1117/12.2581063

KEYWORDS: Tissues, Image segmentation, Machine vision, Biopsy, Visualization, Tumors, Pathology, Machine learning, Kidney, Confocal microscopy

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SPIE Journal Paper | 8 January 2021 Open Access

Quantifying the effects of biopsy fixation and staining panel design on automatic instance segmentation of immune cells in human lupus nephritis

Madeleine Durkee, Rebecca Abraham, Junting Ai, Margaret Veselits, Marcus Clark, Maryellen Giger

JBO, Vol. 26, Issue 02, 022910, (January 2021) https://doi.org/10.1117/12.10.1117/1.JBO.26.2.022910

KEYWORDS: Image segmentation, Biopsy, Tissues, Kidney, Machine vision, Computer vision technology, Network architectures, Luminescence, Confocal microscopy, Microscopes

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