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19942026
most citedMedical Image Analysis using Convolutional Neural Networks: A Review

1.3k citations

Showing 2021 · math.DSShow all

6 papers · 2 filters

math.DS2021★ 17 cited

Deeptime: a Python library for machine learning dynamical models from time series data

Moritz Hoffmann, Martin Scherer, Tim Hempel +8

Generation and analysis of time-series data is relevant to many quantitative fields ranging from economics to fluid mechanics. In the physical sciences, structures such as metastab…

math.DS2021

A semi-continuous model for transmission of SARS-CoV-2 and other respiratory viruses in enclosed spaces via multiple pathways to assess risk of infection and mitigation strategies

Panagiotis Demis, Ishanki De Mel, Hayley Wragg +2

The Covid-19 pandemic has taken millions of lives, demonstrating the tragedy and disruption of respiratory diseases, and how difficult they can be to manage. However, there is stil…

math.DS2021★ 4 cited

Existence of localised radial patterns in a model for dryland vegetation

Dan J Hill

Localised radial patterns have been observed in the vegetation of semi-arid ecosystems, often as localised patches of vegetation or in the form of `fairy circles'. We consider stat…

math.DS2021

Novel Generic Models for Differentiating Stem Cells Reveal Oscillatory Mechanisms

Saeed Farjami, Karen Camargo Sosa, Jonathan H. P. Dawes +2

Understanding cell fate selection remains a central challenge in developmental biology. We present a class of simple yet biologically-motivated mathematical models for cell differe…

math.DS2021

Pseudo-synchronous solutions for dissipative non-autonomous systems

Michele Bartuccelli, Livia Corsi, Jonathan Deane +1

In the framework of KAM theory, the persistence of invariant tori in quasi-integrable systems is proved by assuming a non-resonance condition on the frequencies, such as the standa…

math.DS2021★ 2 cited

Existence and stability of kayaking orbits for nematic liquid crystals in simple shear flow

David Chillingworth, M. Gregory Forest, Reiner Lauterbach +1

We use geometric methods of equivariant dynamical systems to address a long-standing open problem in the theory of nematic liquid crystals, namely a proof of the existence and asym…