Deep learning in drug discovery: an integrative review and future challenges
H Askr, E Elgeldawi, H Aboul Ella… - Artificial Intelligence …, 2023 - Springer
Recently, using artificial intelligence (AI) in drug discovery has received much attention
since it significantly shortens the time and cost of developing new drugs. Deep learning (DL) …
since it significantly shortens the time and cost of developing new drugs. Deep learning (DL) …
Digital twins in pharmaceutical and biopharmaceutical manufacturing: a literature review
The development and application of emerging technologies of Industry 4.0 enable the
realization of digital twins (DT), which facilitates the transformation of the manufacturing …
realization of digital twins (DT), which facilitates the transformation of the manufacturing …
[HTML][HTML] Digitalization in pharmaceutical industry: What to focus on under the digital implementation process?
G Hole, AS Hole, I McFalone-Shaw - International Journal of Pharmaceutics …, 2021 - Elsevier
Digitalization of any manufacture industry is a key step in any progress of the production
process. The process of digitalization includes both increased use of robotics …
process. The process of digitalization includes both increased use of robotics …
The interplay of emerging technologies in pharmaceutical supply chain performance: An empirical investigation for the rise of Pharma 4.0
The impact and the relevance of the emerging technologies on the supply chains have
attracted researchers and practitioners alike worldwide. Based on the resource-based view …
attracted researchers and practitioners alike worldwide. Based on the resource-based view …
[HTML][HTML] The role of artificial intelligence in business transformation: A case of pharmaceutical companies
I Kulkov - Technology in Society, 2021 - Elsevier
Artificial intelligence (AI) is of great interest to researchers and practitioners as a means of
achieving the necessary progress in the pharmaceutical industry. However, the role of AI …
achieving the necessary progress in the pharmaceutical industry. However, the role of AI …
Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges
In recent years, data analytics in pharmaceutical supply chains has aroused much interest
as it has the potential of enabling better supply and management of healthcare products by …
as it has the potential of enabling better supply and management of healthcare products by …
Next-generation business models for artificial intelligence start-ups in the healthcare industry
I Kulkov - International Journal of Entrepreneurial Behavior & …, 2023 - emerald.com
Purpose Value creation based on artificial intelligence (AI) can significantly change global
healthcare. Diagnostics, therapy and drug discovery start-ups are some key forces behind …
healthcare. Diagnostics, therapy and drug discovery start-ups are some key forces behind …
Assessing the critical success factors for implementing industry 4.0 in the pharmaceutical industry: implications for supply chain sustainability in emerging economies
The emerging technologies of Industry 4.0 (I4. 0) are crucial to incorporating agility,
sustainability, smartness, and competitiveness in the business model, enabling long-term …
sustainability, smartness, and competitiveness in the business model, enabling long-term …
Status of Industry 4.0 applications in healthcare 4.0 and Pharma 4.0
Industry 4.0 enabling technologies form the building foundation through which industrial
automation having intelligent systems can become possible in the 21 st century. By …
automation having intelligent systems can become possible in the 21 st century. By …
Towards Pharma 4.0 in clinical trials: A future-orientated perspective
Abstract Pharma 4.0, a technology ecosystem in drug development analogous to Industry
4.0 in healthcare, is transforming the traditional approach to drug discovery and …
4.0 in healthcare, is transforming the traditional approach to drug discovery and …