Synthetic Singleplex-Image Generation in Multiplex-Brightfield Immunohistochemistry Digital Pathology Using Deep Generative Models

Auranuch Lorsakul; Jim Martin; Terry H. Landowski; Erika Walker; Mike Flores; June Clements; Matthew Olson; Gianni Ferreri

doi:10.1007/978-3-031-44689-4_11

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Synthetic Singleplex-Image Generation in Multiplex-Brightfield Immunohistochemistry Digital Pathology Using Deep Generative Models

Auranuch Lorsakul Jim Martin Terry H. Landowski Erika Walker Mike Flores June Clements Matthew Olson Gianni Ferreri

Year: 2023 Lecture notes in computer science Pages: 107-117 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-44689-4_11

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Keywords:

Artificial intelligence Computer science Pattern recognition (psychology) Multiplex Digital pathology Computer vision Stain Staining Pathology Biology Bioinformatics

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Advanced Image Processing Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Cell Image Analysis Techniques

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

AI in cancer detection

Physical Sciences → Computer Science → Artificial Intelligence

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