Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net)

3 Jan 2020Kivanc KoseAlican BozkurtChristi Alessi-FoxMelissa GillCaterina LongoGiovanni PellacaniJennifer DyDana H. BrooksMilind Rajadhyaksha

In-vivo optical microscopy is advancing into routine clinical practice for non-invasively guiding diagnosis and treatment of cancer and other diseases, and thus beginning to reduce the need for traditional biopsy. However, reading and analysis of the optical microscopic images are generally still qualitative, relying mainly on visual examination... (read more)

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