Meta learning addresses noisy and under-labeled data in machine learning-guided antibody engineering
Author:
Funder
Eidgenössische Technische Hochschule Zürich
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
Publisher
Elsevier BV
Subject
Cell Biology,Histology,Pathology and Forensic Medicine
Reference53 articles.
1. Machine-learning-guided directed evolution for protein engineering;Yang;Nat. Methods,2019
2. Machine learning-aided engineering of hydrolases for PET depolymerization;Lu;Nature,2022
3. Optimization of therapeutic antibodies by predicting antigen specificity from antibody sequence via deep learning;Mason;Nat. Biomed. Eng.,2021
4. Co-optimization of therapeutic antibody affinity and specificity using machine learning models that generalize to novel mutational space;Makowski;Nat. Commun.,2022
5. Computational counterselection identifies nonspecific therapeutic biologic candidates;Saksena;Cell Rep. Methods,2022
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