[HTML][HTML] Artificial neural network modelling hydrodenticity for optimal design by microfluidics of polymer nanoparticles to apply in magnetic resonance imaging
The engineering of nanoparticles impacts the control of their nano-bio interactions at each
level of the delivery pathway. Therefore, optimal nanoparticle physicochemical properties …
level of the delivery pathway. Therefore, optimal nanoparticle physicochemical properties …
Machine learning instructed microfluidic synthesis of curcumin-loaded liposomes
The association of machine learning (ML) tools with the synthesis of nanoparticles has the
potential to streamline the development of more efficient and effective nanomedicines. The …
potential to streamline the development of more efficient and effective nanomedicines. The …
Finding key nanoprecipitation variables for achieving uniform polymeric nanoparticles using neurofuzzy logic technology
Nanoprecipitation is a simple and fast method to produce polymeric nanoparticles (Np);
however, most applications require filtration or another separation technique to isolate the …
however, most applications require filtration or another separation technique to isolate the …
Prediction of nanoparticle sizes for arbitrary methacrylates using artificial neuronal networks
Particle sizes represent one of the key factors influencing the usability and specific targeting
of nanoparticles in medical applications such as vectors for drug or gene therapy. A multi …
of nanoparticles in medical applications such as vectors for drug or gene therapy. A multi …
Artificial neural network based particle size prediction of polymeric nanoparticles
Particle size of nanoparticles and the respective polydispersity are key factors influencing
their biopharmaceutical behavior in a large variety of therapeutic applications. Predicting …
their biopharmaceutical behavior in a large variety of therapeutic applications. Predicting …
A new microfluidic setup for precise control of the polymer nanoprecipitation process and lipophilic drug encapsulation
A new microfluidic setup with impact-jet micromixers was built up and applied to control the
nanoprecipitation process for generating polymeric nanoparticles and encapsulating a …
nanoprecipitation process for generating polymeric nanoparticles and encapsulating a …
Polymeric nanoparticles assembled with microfluidics for drug delivery across the blood-brain barrier
MR Tavares, LR De Menezes… - The European Physical …, 2016 - Springer
The blood-brain barrier (BBB) is a challenge in the treatment of some diseases, since it
prevents many drugs from reaching therapeutic concentrations in the brain. In this context …
prevents many drugs from reaching therapeutic concentrations in the brain. In this context …
Controlled and tunable polymer particles' production using a single microfluidic device
B Amoyav, O Benny - Applied Nanoscience, 2018 - Springer
Microfluidics technology offers a new platform to control liquids under flow in small volumes.
The advantage of using small-scale reactions for droplet generation along with the capacity …
The advantage of using small-scale reactions for droplet generation along with the capacity …
A review of design and fabrication methods for nanoparticle network hydrogels for biomedical, environmental, and industrial applications
Nanoparticle network hydrogels (NNHs) in which nanoparticles are used as a key building
block to build the gel network have attracted significant interest given their potential to …
block to build the gel network have attracted significant interest given their potential to …
Gaussian processes modeling for the prediction of polymeric nanoparticle formulation design to enhance encapsulation efficiency and therapeutic efficacy
Conventional drugs have been facing various drug delivery obstacles, including first-pass
metabolism for oral medications, drug degradation by cellular enzymes, off-target effects …
metabolism for oral medications, drug degradation by cellular enzymes, off-target effects …