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Research Article

Modelling of the solvent evaporation method for the preparation of controlled release acrylic microspheres using neural networks

Pages 541-551 | Published online: 29 Sep 2008

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Sajeev Chandran, Kango Surbhi Sanjay & Laila Fatima Ali Asghar. (2009) Microspheres with pH modulated release: Design and characterization of formulation variables for colonic delivery. Journal of Microencapsulation 26:5, pages 420-431.
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Elizabeth A Colbourn & Raymond C Rowe. (2009) Novel Approaches to Neural and Evolutionary Computing in Pharmaceutical Formulation: Challenges and New Possibilities. Future Medicinal Chemistry 1:4, pages 713-726.
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Névine Rizkalla & Patrice Hildgen. (2005) Artificial Neural Networks: Comparison of Two Programs for Modeling a Process of Nanoparticle Preparation. Drug Development and Industrial Pharmacy 31:10, pages 1019-1033.
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B. B. Horoz, M. Kİlİçarslan, N. Yüksel & T. Baykara. (2004) Effect of different dispersing agents on the characteristics of Eudragit microspheres prepared by a solvent evaporation method. Journal of Microencapsulation 21:2, pages 191-202.
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. (2001) Literature Alerts. Journal of Microencapsulation 18:3, pages 411-416.
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Articles from other publishers (21)

Kazi Asraf Ali, SK Mohin, Puja Mondal, Susmita Goswami, Soumya Ghosh & Sabyasachi Choudhuri. (2024) Influence of artificial intelligence in modern pharmaceutical formulation and drug development. Future Journal of Pharmaceutical Sciences 10:1.
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Elena A. Mourelatou, Elias Iosif, Eleftheria Galatou, Yiannis Sarigiannis, Manos C. Vlasiou, Lefteris Zacharia & Christos C. Petrou. 2024. Novel Formulations and Future Trends. Novel Formulations and Future Trends 415 451 .
Parichehr Hassanzadeh, Fatemeh Atyabi & Rassoul Dinarvand. (2023) Technical and engineering considerations for designing therapeutics and delivery systems. Journal of Controlled Release 353, pages 411-422.
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Muhammad Taher, Deny Susanti, Nurasyikin Hamzah, Nurul Iman Aminudin, Mohamad Wafiuddin Ismail, Wan Hazman Danial, Saiful Arifin Shafiee, Mohd Adli Md Ali & Muhammad Zahir Ramli. 2023. A Handbook of Artificial Intelligence in Drug Delivery. A Handbook of Artificial Intelligence in Drug Delivery 123 143 .
Aliasgar Shahiwala. 2023. A Handbook of Artificial Intelligence in Drug Delivery. A Handbook of Artificial Intelligence in Drug Delivery 83 96 .
Shan Wang, Jinwei Di, Dan Wang, Xudong Dai, Yabing Hua, Xiang Gao, Aiping Zheng & Jing Gao. (2022) State-of-the-Art Review of Artificial Neural Networks to Predict, Characterize and Optimize Pharmaceutical Formulation. Pharmaceutics 14:1, pages 183.
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Nidhi Nainwal, Richa Bahuguna, Surojit Banerjee & Vikas Anand Saharan. 2022. Computer Aided Pharmaceutics and Drug Delivery. Computer Aided Pharmaceutics and Drug Delivery 39 72 .
Ming Gao, Sibo Liu, Jianan Chen, Keith C. Gordon, Fang Tian & Cushla M. McGoverin. (2021) Potential of Raman spectroscopy in facilitating pharmaceutical formulations development – An AI perspective. International Journal of Pharmaceutics 597, pages 120334.
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Parichehr Hassanzadeh, Fatemeh Atyabi & Rassoul Dinarvand. (2019) The significance of artificial intelligence in drug delivery system design. Advanced Drug Delivery Reviews 151-152, pages 169-190.
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Jayvadan Patel & Anita Patel. 2016. Artificial Neural Network for Drug Design, Delivery and Disposition. Artificial Neural Network for Drug Design, Delivery and Disposition 195 218 .
M. Moghri, H. Shamaee, R. Tavana, M. Madic & D.K. Shukla. (2014) Detailed study on fusion characteristics of rigid poly(vinyl chloride) nanocomposites: The comparison of using multiple regression analysis and artificial neural network. Journal of Vinyl and Additive Technology 21:2, pages 147-155.
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Xuding Wen, Zhonghui Zhao, Xiangwen Deng, Wenhua Xiang, Dalun Tian, Wende Yan, Xiaolu Zhou & Changhui Peng. (2014) Applying an artificial neural network to simulate and predict Chinese fir (Cunninghamia lanceolata) plantation carbon flux in subtropical China. Ecological Modelling 294, pages 19-26.
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Zelin Liu, Changhui Peng, Wenhua Xiang, Xiangwen Deng, DaLun Tian, Meifang Zhao & Guirui Yu. (2012) Simulations of runoff and evapotranspiration in Chinese fir plantation ecosystems using artificial neural networks. Ecological Modelling 226, pages 71-76.
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Pascale Valot, Nathalie Sintes‐Zydowicz, Jean‐Marie Nedelec & Mohamed Baba. (2010) Hierarchical structure in polymer‐based drug delivery systems as probed by calorimetric measurements. Journal of Polymer Science Part B: Polymer Physics 48:18, pages 1939-1945.
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Raymond C. Rowe & Elizabeth A Colbourn. 2009. Pharmaceutical Data Mining. Pharmaceutical Data Mining 401 421 .
Hagar I. Labouta, Labiba K. El-Khordagui, Abdullah M. Molokhia & Ghaly M. Ghaly. (2009) Multivariate modeling of encapsulation and release of an ionizable drug from polymer microspheres. Journal of Pharmaceutical Sciences 98:12, pages 4603-4615.
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Richard. A. Kendall, Mohamed A. Alhnan, Suchada Nilkumhang, Sudaxshina Murdan & Abdul W. Basit. (2009) Fabrication and in vivo evaluation of highly pH-responsive acrylic microparticles for targeted gastrointestinal delivery. European Journal of Pharmaceutical Sciences 37:3-4, pages 284-290.
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P. Valot, M. Baba, J.-M. Nedelec & N. Sintes-Zydowicz. (2009) Effects of process parameters on the properties of biocompatible Ibuprofen-loaded microcapsules. International Journal of Pharmaceutics 369:1-2, pages 53-63.
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B. Bahar Horoz, Müge Kiliçarslan, Nilüfer Yüksel & Tamer Baykara. (2017) Influence of aluminum tristearate and sucrose stearate as the dispersing agents on physical properties and release characteristics of Eudragit RS microspheres. AAPS PharmSciTech 7:1, pages E111-E117.
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Yichun Sun, Yingxu Peng, Yixin Chen & Atul J Shukla. (2003) Application of artificial neural networks in the design of controlled release drug delivery systems. Advanced Drug Delivery Reviews 55:9, pages 1201-1215.
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Alf Lamprecht, Hiromitsu Yamamoto, Hirofumi Takeuchi & Yoshiaki Kawashima. (2003) Microsphere design for the colonic delivery of 5-fluorouracil. Journal of Controlled Release 90:3, pages 313-322.
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