Dr. Ambra Morisi Profile

Dr. Ambra Morisi

at Univ. of Surrey

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Author

Publications (4)

Proceedings Article | 3 April 2024 Poster + Paper

Evaluating diffusion model generated synthetic histopathology image data against authentic digital pathology images

T. Rai, C. Gola, M. Hernández, S. Fingerhood, J. Marrero, P. Diaz-Santana, G. Giglia, A. Morisi, B. Bacci, S. Thomas, L. Ressel, N. Bacon, N. Papachristou, A. Cook, R. La Ragione, K. Wells

Proceedings Volume 12933, 129331A (2024) https://doi.org/10.1117/12.3006285

KEYWORDS: Diffusion, Pathology, Digital imaging, Image processing, Histopathology, Medical imaging, Artificial intelligence, Deep learning, Realistic image synthesis

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Proceedings Article | 7 April 2023 Presentation + Paper

Investigating the potential of untrained convolutional layers and pruning in computational pathology

T. Rai, I. Papanikolaou, N. Dave, A. Morisi, B. Bacci, S. Thomas, R. La Ragione, K. Wells

Proceedings Volume 12471, 1247119 (2023) https://doi.org/10.1117/12.2655252

KEYWORDS: Feature extraction, Pathology, Machine learning, Cancer detection, Deep learning

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Proceedings Article | 18 March 2019 Paper

Can ImageNet feature maps be applied to small histopathological datasets for the classification of breast cancer metastatic tissue in whole slide images?

T. Rai, A. Morisi, B. Bacci, N. Bacon , S. Thomas, R. La Ragione, M. Bober, K. Wells

Proceedings Volume 10956, 109560V (2019) https://doi.org/10.1117/12.2512853

KEYWORDS: Feature extraction, Image classification, Breast cancer, Pathology, Medical imaging

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Proceedings Article | 18 March 2019 Paper

An investigation of aggregated transfer learning for classification in digital pathology

T. Rai, A. Morisi, B. Bacci, N. Bacon, S. Thomas, R. La Ragione, M. Bober, K. Wells

Proceedings Volume 10956, 109560U (2019) https://doi.org/10.1117/12.2511754

KEYWORDS: Feature extraction, Pathology, Breast cancer, Data modeling, Image classification, Image analysis, Convolutional neural networks

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