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Research Article Open access CC BY 4.0

Advances in Neural Networks for Pharmaceutical Applications

Xinyi Yang, Fenxiao Chen

Asian Journal of Advanced Research and Reports · pp. 20–29 · Published 8 Jan 2024

10.9734/ajarr/2024/v18i1595

Abstract

Artificial neural networks (ANNs) are rapidly changing the landscape of the pharmaceutical industry. Their unique capabilities, including collective computing, adaptive learning, and fault tolerance, make them ideal for tackling complex challenges in drug discovery, analysis, and personalized medicine. This article summarizes the latest research progress in ANNs for pharmacy, highlighting breakthroughs in areas like QSAR modeling for drug design, pharmacokinetic prediction, and optimization of pharmaceutical preparations. With their immense potential to accelerate drug development, improve drug efficacy, and personalize healthcare, ANNs are poised to revolutionize the future of pharmaceuticals.

Artificial neural network research progress pharmacy

References (26)

  1. 1 Reducing the Dimensionality of Data with Neural Networks [DOI]
  2. 2 A logical calculus of the ideas immanent in nervous activity [DOI]
  3. 3 Comparison of ARIMA and Artificial Neural Networks Models for Stock Price Prediction [DOI]
  4. 4 Artificial Neural Networks for Neuroscientists: A Primer [DOI]
  5. 5 Chemical and biological properties of the world's most expensive spice: Saffron [DOI]
  6. 6 Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer [DOI]
  7. 7 Cybersecurity Risk Assessment in Smart City Infrastructures [DOI]
  8. 8 Fast, Spectroscopy-Based Prediction of In Vitro Dissolution Profile of Extended Release Tablets Using Artificial Neural Networks [DOI]
  9. 9 Recent developments in the Raman and infrared investigations of amorphous pharmaceuticals and protein formulations: A review [DOI]
  10. 10 Evolutionary coalitional games: design and challenges in wireless networks [DOI]
  11. 11 Comparison of the predictive outcomes for anti-tuberculosis drug-induced hepatotoxicity by different machine learning techniques [DOI]
  12. 12 Automatic Vehicle License Plate Recognition System Based on Image Processing and Template Matching Approach [DOI]
  13. 13 Computational intelligence modelling of pharmaceutical tabletting processes using bio-inspired optimization algorithms [DOI]
  14. 14 A Three-Layer Hybrid Model for Wind Power Prediction [DOI]
  15. 15 UHPLC Analysis of Saffron (Crocus sativus L.): Optimization of Separation Using Chemometrics and Detection of Minor Crocetin Esters [DOI]
  16. 16 Artificial Intelligence‐Based Diagnosis of Diabetes Mellitus: Combining Fundus Photography with Traditional Chinese Medicine Diagnostic Methodology [DOI]
  17. 17 Artificial Neural Network and Its Application Research Progress in Chemical Process [DOI]
  18. 18 A Rotation and Scale Invariant Approach for Dense Wide Baseline Matching [DOI]
  19. 19 A robust identification model for herbal medicine using near infrared spectroscopy and artificial neural network [DOI]
  20. 20 Catalyst Optimization Design Based on Artificial Neural Network [DOI]
  21. 21 Artificial Neural Network Model and Its Application in Signal Processing [DOI]
  22. 22 The flow properties of granular magnesia [DOI]
  23. 23 Empathy and berge equilibria in the forwarding dilemma in relay-enabled networks [DOI]
  24. 24 Optimization of Extraction Process Based on Neural Network [DOI]
  25. 25 Prediction of Chemical Production Based on Neural Network [DOI]
  26. 26 Asian Journal of Research in Computer Science [DOI]

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