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11/08/2021
Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection
There are limited works showing the efficacy of unsupervised Out-of-Dist...
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08/07/2020
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context
Prior skin image datasets have not addressed patient-level information o...
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01/03/2020
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net)
In-vivo optical microscopy is advancing into routine clinical practice f...
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02/05/2018
A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images
Morphological tissue patterns in RCM images are critical in diagnosis of...
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12/01/2017
Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention
Reflectance confocal microscopy (RCM) is an effective, non-invasive pre-...
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02/10/2014
Signal Reconstruction Framework Based On Projections Onto Epigraph Set Of A Convex Cost Function (PESC)
A new signal processing framework based on making orthogonal Projections...
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01/25/2011