[HTML][HTML] Artificial Neural Networks and Neuro-Fuzzy Models: Applications in Pharmaceutical Product Development

I Singh, J Kaur, S Kaur, BR Barik… - Brazilian Archives of …, 2023 - SciELO Brasil
Pharmaceutical product development is a challenging, time-consuming, and cost-intensive
process. Computational methods could be used for assistance and speed up the industrial …

Optimisation of ondansetron orally disintegrating tablets using artificial neural networks

B Aksu, G Yegen, S Purisa, E Cevher… - Tropical Journal of …, 2014 - ajol.info
Purpose: To investigate the impact of critical quality attributes (CQAs) and critical process
parameters (CPPs) on quality target product profile (QTPP) attributes of orally disintegrating …

Quality by design (QbD) for pharmaceutical area

B Aksu, B Mesut - Journal of Faculty of Pharmacy of Istanbul …, 2015 - dergipark.org.tr
Recent changes and limited resources for drug development and manufacturing have
rendered the conventional pharmaceutical quality assurance approach insufficient and have …

Formulation design of the oral disintegrating tablets including alfuzosin hydrochloride with risk evaluation via quality by design

G Güncan, G Yeğen, B Mesut, B Aksu, Y Özsoy - 2017 - openaccess.altinbas.edu.tr
In this study, within the framework of Quality by Design which is a systematically scientific
approach which enables to understand and control the production and formulation variables …

İlaç formülasyonu geliştirilmesinde deney tasarımı (doe) seçimi ve kullanımı

Ö Demir, B Aksu, Y Özsoy - 2017 - openaccess.altinbas.edu.tr
Son yıllarda ilaç formülasyonu geliştirilmesinde deney tasarımı (DoE) kullanımı artmış
olmasına rağmen hala yeterli seviyede değildir. Özellikle katı ve yarı-katı dozaj formları gibi …

Quality by design approach for optimizing preparation and characterization of buccal film formulation with different polymers.

B Aksu, N Coşkunmeriç, G Yeğen… - International …, 2019 - search.ebscohost.com
Bilayered oromucosal film preparations (buccal films) offer a promising way to enable drug
administration via the oral cavity. Polymeric film formulations containing chitosan, sodium …

[PDF][PDF] Araştırma-geliştirme çalışmalarında tasarımla kalite yaklaşımı ve yapay sinir ağı modellemesinin önemi

Ö DEMİR, B AKSU, Y ÖZSOY - Journal of Literature Pharmacy …, 2015 - researchgate.net
ÖZET İlaç endüstrisi araştırma-geliştirme alanında, ürün kalitesini garantileyen ve ekipman
ile ham madde değişkenliklerini tolere edebilen sağlam bir işlem (proses) ve formülasyon …

[HTML][HTML] Quetiapine fumarate extended-release tablet formulation design using artificial neural networks

E Özçelik, B Mesut, A Buket, Y Özsoy - Turkish Journal of …, 2017 - ncbi.nlm.nih.gov
Objectives: This design study was implemented within the scope of the quality by design
approach, which included the “International Conference on Harmonization” guidelines. We …

[HTML][HTML] Estimating the optimal dexketoprofen pharmaceutical formulation with machine learning methods and statistical approaches

A Başkor, YP Tok, B Mesut, Y Özsoy… - Healthcare Informatics …, 2021 - ncbi.nlm.nih.gov
Objectives Orally disintegrating tablets (ODTs) can be utilized without any drinking water;
this feature makes ODTs easy to use and suitable for specific groups of patients. Oral …

The future of artificial intelligence in pharmaceutical product formulation

L Singh, RK Tiwari, S Verma, V Sharma - Drug Delivery Letters, 2019 - ingentaconnect.com
Background: Conventional approach of formulating a new dosage form is a comprehensive
task and uses various sources like man, money, time and experimental efforts. The use of AI …