Madeleine S. Durkee

发表

Instance segmentation of immune cells in human lupus nephritis using deep learning: comparing performance on sample preparation and staining panels

Maryellen L. Giger, Madeleine S. Durkee, Rebecca Abraham, 2020, BiOS.

Preliminary radiomic texture analysis of high-channel fluorescence confocal images of triple-negative breast cancer biopsies

Maryellen L. Giger, Madeleine S. Durkee, Rebecca Abraham, 2020, Medical Imaging: Digital Pathology.

Improved instance segmentation of immune cells in human lupus nephritis biopsies with Mask R-CNN

Maryellen L. Giger, Madeleine S. Durkee, Rebecca Abraham, 2020, Medical Imaging: Digital Pathology.

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

Maryellen L. Giger, Madeleine S. Durkee, Marcus R. Clark, 2021, Journal of biomedical optics.

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

Maryellen L. Giger, Madeleine S. Durkee, Marcus R. Clark, 2021, Medical Imaging.

Managing class imbalance and differential staining of immune cell populations in multi-class instance segmentation of multiplexed immunofluorescence images of Lupus Nephritis biopsies

Maryellen L. Giger, Madeleine S. Durkee, Marcus R. Clark, 2021, Medical Imaging.

Comparing Mask R-CNN and U-Net architectures for robust automatic segmentation of immune cells in immunofluorescence images of Lupus Nephritis biopsies

Maryellen L. Giger, Madeleine S. Durkee, Marcus R. Clark, 2021, BiOS.

Deep learning to detect lymphocytes with high phenotypic resolution in highly multiplexed fluorescence microscopy images of triple-negative breast cancer biopsies

Madeleine S. Durkee, M. Giger, M. Clark, 2022, BiOS.

Light scattering by pulmonary alveoli and airway surface liquid using a concentric sphere model.

Kristen C. Maitland, Madeleine S. Durkee, D. Maitland, 2018, Optics letters.

Fluorescence modeling of in vivo optical detection of Mycobacterium tuberculosis.

Kristen C. Maitland, Madeleine S. Durkee, J. Cirillo, 2019, Biomedical optics express.

Specific in situ inflammatory states associate with progression to renal failure in lupus nephritis

Madeleine S. Durkee, M. Giger, M. Veselits, 2022, The Journal of clinical investigation.

In lupus nephritis, specific in situ inflammatory states are associated with refractory disease and progression to renal failure

Madeleine S. Durkee, M. Giger, M. Veselits, 2021, bioRxiv.

Artificial Intelligence and Cellular Segmentation in Tissue Microscopy Images.

Madeleine S. Durkee, M. Giger, M. Clark, 2021, The American journal of pathology.

Optical model of the murine lung to optimize pulmonary illumination

Kristen C. Maitland, Fatemeh Nooshabadi, Kristen C Maitland, 2018, Journal of biomedical optics.

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

Madeleine S. Durkee, M. Giger, M. Clark, 2023, Medical Imaging.

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

Madeleine S. Durkee, K. Drukker, Junting Ai, 2023, Journal of Medical Imaging.

Pseudo-spectral angle mapping for automated pixel-level analysis of highly multiplexed tissue image data

Madeleine S. Durkee, Junting Ai, Gabriel Casella, 2024, bioRxiv.