Výsledky vyhledávání - "Lewis, Myles"

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Going Beyond H&E and Oncology: How Do Histopathology Foundation Models Perform for Multi-stain IHC and Immunology?

Autor: Gallagher-Syed, Amaya, Pontarini, Elena, Lewis, Myles J., Barnes, Michael R., Slabaugh, Gregory

This study evaluates the generalisation capabilities of state-of-the-art histopathology foundation models on out-of-distribution multi-stain autoimmune Immunohistochemistry datasets. We compare 13 feature extractor models, including ImageNet-pretrain

Externí odkaz: http://arxiv.org/abs/2410.21560

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Architectural Design for Secure Smart Contract Development

Autor: Lewis, Myles, Crawford, Chris

Publikováno v: 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023)

As time progresses, the need for more secure applications grows exponentially. The different types of sensitive information that is being transferred virtually has sparked a rise in systems that leverage blockchain. Different sectors are beginning to

Externí odkaz: http://arxiv.org/abs/2401.01891

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MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images

Autor: Gallagher-Syed, Amaya, Rossi, Luca, Rivellese, Felice, Pitzalis, Costantino, Lewis, Myles, Barnes, Michael, Slabaugh, Gregory

Whole Slide Images (WSIs) present a challenging computer vision task due to their gigapixel size and presence of numerous artefacts. Yet they are a valuable resource for patient diagnosis and stratification, often representing the gold standard for d

Externí odkaz: http://arxiv.org/abs/2309.10650

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Automated segmentation of rheumatoid arthritis immunohistochemistry stained synovial tissue

Autor: Gallagher-Syed, Amaya, Khan, Abbas, Rivellese, Felice, Pitzalis, Costantino, Lewis, Myles J., Slabaugh, Gregory, Barnes, Michael R.

Rheumatoid Arthritis (RA) is a chronic, autoimmune disease which primarily affects the joint's synovial tissue. It is a highly heterogeneous disease, with wide cellular and molecular variability observed in synovial tissues. Over the last two decades

Externí odkaz: http://arxiv.org/abs/2309.07255

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Akademický článek

Horticultural, systems-engineering and economic evaluations of short-term plant storage techniques as a labor management tool for vegetable grafting nurseries

Autor: Kubota, Chieri, Meng, Chao, Son, Young-Jun, Lewis, Myles, Spalholz, Hans, Tronstad, Russell

This transdisciplinary study has a three-fold systems approach in evaluating a horticultural technology: 1) horticultural evaluations, 2) economic and resource analyses, and 3) systems engineering analyses, using low temperature storage as an example

Externí odkaz: http://hdl.handle.net/10150/623048
http://arizona.openrepository.com/arizona/handle/10150/623048

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