March 2023
Intermediate to advanced
448 pages
12h 40m
English
book
Bioinformatics Tools for Pharmaceutical Drug Product Development
by Vivek Chavda, Krishnan Anand, Vasso Apostolopoulos
Content preview from Bioinformatics Tools for Pharmaceutical Drug Product Development
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
12AI, ML and Other Bioinformatics Tools for Preclinical and Clinical Development of Drug Products
Avinash Khadela1, Sagar Popat2, Jinal Ajabiya3, Disha Valu4, Shrinivas Savale5 and Vivek P. Chavda6*
1Department of Pharmacology, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
2Research and Development, Amneal Pharmaceutical Pvt. Ltd. Ahmedabad, Gujarat, India
3Department of Quality Assurance, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
4Drug Product Development Lab, Intas Pharmaceutical Ltd. (Biopharma Division), Moraiya, Ahmedabad, Gujarat, India
5AIC-LMCP Foundation, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
6Department of Pharmaceutics and Pharmaceutical Technology, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
Abstract
In past few years, the pharma industry has seen a significant expansion in the digitalization of data. However, with digitalization comes the difficulty of acquiring, evaluating, and utilizing information to address complicated clinical situations. Traditional pharmaceutical research can be replaced by artificial intelligence (AI), which consists of a number of sophisticated tools and networks that can simulate the human mind and physiology. AI and machine learning (ML) play a significant role in medicinal development, including the prediction of pharmacological targets and the characteristics of small molecules. For the rapid creation of cellular and genetic therapeutics, AI- and ML-assisted dataset analysis presents a potent ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.