Search Results for author: Michal Sofka

Found 5 papers, 0 papers with code

Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction

no code implementations18 Feb 2023 Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin Sheth, Chi Liu, James S. Duncan, Michal Sofka

To this end, we present a fully self-supervised approach for accelerated non-Cartesian MRI reconstruction which leverages self-supervision in both k-space and image domains.

MRI Reconstruction Self-Supervised Learning

Straight to the point: reinforcement learning for user guidance in ultrasound

no code implementations2 Mar 2019 Fausto Milletari, Vighnesh Birodkar, Michal Sofka

Point of care ultrasound (POCUS) consists in the use of ultrasound imaging in critical or emergency situations to support clinical decisions by healthcare professionals and first responders.

Anatomy reinforcement-learning +1

Learning detectors of malicious web requests for intrusion detection in network traffic

no code implementations8 Feb 2017 Lukas Machlica, Karel Bartos, Michal Sofka

This paper proposes a generic classification system designed to detect security threats based on the behavior of malware samples.

Intrusion Detection

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