research
∙
09/27/2022
Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram
Objective: Murmurs are abnormal heart sounds, identified by experts thro...
share
research
∙
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...
research
∙
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...
research
∙
04/27/2018
Reconstruction of optical vector-fields with applications in endoscopic imaging
We introduce a framework for the reconstruction of the amplitude, phase ...
research
∙
07/11/2016
Bounds on the Number of Measurements for Reliable Compressive Classification
This paper studies the classification of high-dimensional Gaussian signa...
research
∙
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...
research
∙
12/01/2014