Francesco Renna | DeepAI

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∙ 09/27/2022

Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram

Objective: Murmurs are abnormal heart sounds, identified by experts thro...

0 Andoni Elola, et al. ∙

∙ 08/02/2021

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

Cardiac auscultation is one of the most cost-effective techniques used t...

0 Jorge Oliveira, et al. ∙

∙ 02/14/2019

On instabilities of deep learning in image reconstruction - Does AI come at a cost?

Deep learning, due to its unprecedented success in tasks such as image c...

14 Vegard Antun, et al. ∙

∙ 04/27/2018

Reconstruction of optical vector-fields with applications in endoscopic imaging

We introduce a framework for the reconstruction of the amplitude, phase ...

0 Milana Gataric, et al. ∙

∙ 07/11/2016

Bounds on the Number of Measurements for Reliable Compressive Classification

This paper studies the classification of high-dimensional Gaussian signa...

0 Hugo Reboredo, et al. ∙

∙ 08/07/2015

Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification

This paper considers the classification of linear subspaces with mismatc...

0 Jure Sokolic, et al. ∙

∙ 12/01/2014

Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information

This paper offers a characterization of fundamental limits on the classi...

0 Francesco Renna, et al. ∙

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