Madeleine S. Durkee

Orcid: 0000-0003-0543-074X

According to our database1, Madeleine S. Durkee authored at least 6 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Convolutional neural networks detect cells in densely packed images at performance levels similar to human readers.
Proceedings of the Medical Imaging 2023: Image Perception, 2023

2021
Radiomic texture analysis of immunofluorescence images of lupus nephritis biopsies to predict patient progression to end-stage renal disease.
Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

Managing class imbalance and differential staining of immune cell populations in multi-class instance segmentation of multiplexed immunofluorescence images of Lupus Nephritis biopsies.
Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

Application and generalizability of U-Net segmentation of immune cells in inflamed tissue.
Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

2020
Improved instance segmentation of immune cells in human lupus nephritis biopsies with Mask R-CNN.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Preliminary radiomic texture analysis of high-channel fluorescence confocal images of triple-negative breast cancer biopsies.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020


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