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Classification-Regression for Chart Comprehension

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  1. Chapter and Conference Paper

    Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning

    To interpret a breast MRI study, a radiologist has to examine over 1000 images, and integrate spatial and temporal information from multiple sequences. The automated detection and classification of suspicious...

    Guy Amit, Omer Hadad, Sharon Alpert in Medical Image Computing and Computer Assis… (2017)

  2. Chapter and Conference Paper

    Image De-noising by Bayesian Regression

    We present a kernel based approach for image de-noising in the spatial domain. The crux of evaluation for the kernel weights is addressed by a Bayesian regression. This approach introduces an adaptive filter, ...

    Shimon Cohen, Rami Ben-Ari in Image Analysis and Processing – ICIAP 2011 (2011)