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Recent advances in the development of monoclonal antibodies and next-generation antibodies
Abstract mAbs are highly indispensable tools for diagnostic, prophylactic, and therapeutic
applications. The first technique, hybridoma technology, was based on fusion of B …
applications. The first technique, hybridoma technology, was based on fusion of B …
Prospects for the computational humanization of antibodies and nanobodies
GL Gordon, MIJ Raybould, A Wong… - Frontiers in …, 2024 - frontiersin.org
To be viable therapeutics, antibodies must be tolerated by the human immune system.
Rational approaches to reduce the risk of unwanted immunogenicity involve maximizing the …
Rational approaches to reduce the risk of unwanted immunogenicity involve maximizing the …
Improving operations through a lean AI paradigm: A view to an AI-aided lean manufacturing via versatile convolutional neural network
Abstract Integrating Lean Manufacturing tools with artificial intelligence (AI) is emerging as a
revolutionary approach to optimize production processes, reduce waste, and enhance …
revolutionary approach to optimize production processes, reduce waste, and enhance …
Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices
Background Maintaining machines effectively continues to be a challenge for industrial
organisations, which frequently employ reactive or premeditated methods. Recent research …
organisations, which frequently employ reactive or premeditated methods. Recent research …
ACPPfel: Explainable deep ensemble learning for anticancer peptides prediction based on feature optimization
M Liu, T Wu, X Li, Y Zhu, S Chen, J Huang… - Frontiers in …, 2024 - frontiersin.org
Background: Cancer is a significant global health problem that continues to cause a high
number of deaths worldwide. Traditional cancer treatments often come with risks that can …
number of deaths worldwide. Traditional cancer treatments often come with risks that can …
Advancements in mammalian display technology for therapeutic antibody development and beyond: current landscape, challenges, and future prospects
P Slavny, M Hegde, A Doerner, K Parthiban… - Frontiers in …, 2024 - frontiersin.org
The evolving development landscape of biotherapeutics and their growing complexity from
simple antibodies into bi-and multi-specific molecules necessitates sophisticated discovery …
simple antibodies into bi-and multi-specific molecules necessitates sophisticated discovery …
DOTAD: A Database of Therapeutic Antibody Developability
W Li, H Lin, Z Huang, S **e, Y Zhou, R Gong… - Interdisciplinary …, 2024 - Springer
The development of therapeutic antibodies is an important aspect of new drug discovery
pipelines. The assessment of an antibody's developability—its suitability for large-scale …
pipelines. The assessment of an antibody's developability—its suitability for large-scale …
Machine learning applications for drug repurposing
B Yingngam - Artificial Intelligence and Machine Learning in …, 2024 - Wiley Online Library
Machine learning (ML) is revolutionizing drug repurposing, offering a more efficient, cost‐
effective approach to drug discovery by identifying new therapeutic uses for existing drugs …
effective approach to drug discovery by identifying new therapeutic uses for existing drugs …
A domain-label-guided translation model for molecular optimization
Y Zhang, Y Tong, X **a, Q Wu, Y Su - Methods, 2024 - Elsevier
Molecular optimization, which aims to improve molecular properties by modifying complex
molecular structures, is a crucial and challenging task in drug discovery. In recent years …
molecular structures, is a crucial and challenging task in drug discovery. In recent years …
In Silico Immunogenicity Assessment of Therapeutic Peptides
W Li, J Wei, Q Jiang, Y Zhou, X Yan… - Current Medicinal …, 2024 - benthamdirect.com
The application of therapeutic peptides in clinical practice has significantly progressed in the
past decades. However, immunogenicity remains an inevitable and crucial issue in the …
past decades. However, immunogenicity remains an inevitable and crucial issue in the …