Utilizing machine learning and molecular dynamics for enhanced drug delivery in nanoparticle systems

Utilizing machine learning and molecular dynamics for enhanced drug delivery in nanoparticle systems

Abstract Materials data science and machine learning (ML) are pivotal in advancing cancer treatment strategies beyond traditional methods like chemotherapy. Nanotherapeutics, which merge nanotechnology with targeted drug delivery, exemplify this advancement by offering improved precision and reduced...

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Bibliographic Details
Main Authors: Alireza Jahandoost, Razieh Dashti, Mahboobeh Houshmand, Seyyed Abed Hosseini
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Machine learning
Data science
Data augmentation
Cancer therapy
Nanotherapeutics
Drug delivery
Online Access:https://doi.org/10.1038/s41598-024-73268-0
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https://doi.org/10.1038/s41598-024-73268-0

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