Ms. Margherita Firenze Profile

Margherita Firenze

at Columbia Univ

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Publications (2)

Proceedings Article | 6 March 2023 Presentation

Optical coherence tomography texture analysis and classification of breast biopsies

Margherita Firenze, Yunhe Liu, Diana Mojahed, Nisha Gandhi, Hanina Hibshoosh, Richard Ha, Christine Hendon

Proceedings Volume PC12368, PC123680H (2023) https://doi.org/10.1117/12.2652988

KEYWORDS: Biopsy, Breast, Biological research, Coherence (optics), Image classification, Binary data, Optical coherence tomography, Machine learning, Image resolution, Feature extraction

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Proceedings Article | 9 March 2022 Presentation

Deep learning to identify breast disease in an 87-patient clinical study of breast core biopsies to provide rapid biopsy evaluation

Nisha Gandhi, Diana Mojahed, Margherita Firenze, Hua Guo, Hanina Hibshoosh, Richard Ha, Christine Hendon

Proceedings Volume PC11949, PC119490G (2022) https://doi.org/10.1117/12.2610196

KEYWORDS: Biopsy, Breast, Optical coherence tomography, Biological research, Algorithm development, Image classification, Diagnostics, 3D image processing

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