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Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems

The field of nanotechnology and personalised medicine is undergoing drastic changes in the approach and efficiency of experimentation. The COVID-19 pandemic has spiralled into mass stagnation of major laboratories around the globe and led to increased investment into remote systems for nanoparticle...

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Autores principales: Egorov, Egor, Pieters, Calvin, Korach-Rechtman, Hila, Shklover, Jeny, Schroeder, Avi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7882236/
https://www.ncbi.nlm.nih.gov/pubmed/33585972
http://dx.doi.org/10.1007/s13346-021-00929-2
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author Egorov, Egor
Pieters, Calvin
Korach-Rechtman, Hila
Shklover, Jeny
Schroeder, Avi
author_facet Egorov, Egor
Pieters, Calvin
Korach-Rechtman, Hila
Shklover, Jeny
Schroeder, Avi
author_sort Egorov, Egor
collection PubMed
description The field of nanotechnology and personalised medicine is undergoing drastic changes in the approach and efficiency of experimentation. The COVID-19 pandemic has spiralled into mass stagnation of major laboratories around the globe and led to increased investment into remote systems for nanoparticle experiments. A significant number of laboratories now operate using automated systems; however, the extension to nanoparticle preparation and artificial intelligence–dependent databases holds great translational promise. The strive to combine automation with artificial intelligence (AI) grants the ability to optimise targeted therapeutic nanoparticles for unique cell types and patients. In this perspective, the current and future trends of automated approaches to nanomedicine synthesis are discussed and compared with traditional methods. GRAPHICAL ABSTRACT: [Image: see text]
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spelling pubmed-78822362021-02-16 Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems Egorov, Egor Pieters, Calvin Korach-Rechtman, Hila Shklover, Jeny Schroeder, Avi Drug Deliv Transl Res Original Article The field of nanotechnology and personalised medicine is undergoing drastic changes in the approach and efficiency of experimentation. The COVID-19 pandemic has spiralled into mass stagnation of major laboratories around the globe and led to increased investment into remote systems for nanoparticle experiments. A significant number of laboratories now operate using automated systems; however, the extension to nanoparticle preparation and artificial intelligence–dependent databases holds great translational promise. The strive to combine automation with artificial intelligence (AI) grants the ability to optimise targeted therapeutic nanoparticles for unique cell types and patients. In this perspective, the current and future trends of automated approaches to nanomedicine synthesis are discussed and compared with traditional methods. GRAPHICAL ABSTRACT: [Image: see text] Springer US 2021-02-13 2021 /pmc/articles/PMC7882236/ /pubmed/33585972 http://dx.doi.org/10.1007/s13346-021-00929-2 Text en © Controlled Release Society 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Egorov, Egor
Pieters, Calvin
Korach-Rechtman, Hila
Shklover, Jeny
Schroeder, Avi
Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
title Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
title_full Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
title_fullStr Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
title_full_unstemmed Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
title_short Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
title_sort robotics, microfluidics, nanotechnology and ai in the synthesis and evaluation of liposomes and polymeric drug delivery systems
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7882236/
https://www.ncbi.nlm.nih.gov/pubmed/33585972
http://dx.doi.org/10.1007/s13346-021-00929-2
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