Sagacious epitope selection for vaccines, and both antibody-based therapeutics and diagnostics: tips from virology and oncology

SKE Gan, SX Phua, JY Yeo - Antibody Therapeutics, 2022 - academic.oup.com
The target of an antibody plays a significant role in the success of antibody-based
therapeutics and diagnostics, and vaccine development. This importance is focused on the …

Representation Learning of Biological Concepts: A Systematic Review

Y Yang, X Zuo, A Das, H Xu, W Zheng - Current Bioinformatics, 2024 - ingentaconnect.com
Objective: Representation learning in the context of biological concepts involves acquiring
their numerical representations through various sources of biological information, such as …

Deep learning and multi-omics approach to predict drug responses in cancer

C Wang, X Lye, R Kaalia, P Kumar, JC Rajapakse - BMC bioinformatics, 2021 - Springer
Background Cancers are genetically heterogeneous, so anticancer drugs show varying
degrees of effectiveness on patients due to their differing genetic profiles. Knowing patient's …

A novel gene selection method for gene expression data for the task of cancer type classification

NÖ ÖZCAN ŞİMŞEK, A ÖzgÜr, F GÜrgen - Biology Direct, 2021 - Springer
Cancer is a poligenetic disease with each cancer type having a different mutation profile.
Genomic data can be utilized to detect these profiles and to diagnose and differentiate …

Deep Learning for the Classification of Pseudogenes in the Genome

SS Gali, S Vengusamy - 2023 IEEE 21st Student Conference …, 2023 - ieeexplore.ieee.org
Genome sequences are highly complex in structure and their analysis and classification is a
crucial challenge. Several machine learning and deep learning techniques were …

[PDF][PDF] Sagacious epitope selection and the things about them that matter in vaccines, 1 and both antibody-based therapeutics and diagnostics, with lessons from …

SKE Gan, SX Phua, JY Yeo - oncology, 2021 - researchgate.net
Review: Sagacious epitope selection and the things about them that matter in vaccines, 1
and both antibody-based therapeutics an Page 1 Review: Sagacious epitope selection and …

Statistics for Bioinformatics

MK Gupta, G Gouda, R Donde, S Sabarinathan… - Bioinformatics in Rice …, 2021 - Springer
High-throughput methods are rapidly becoming prevalent in biological sciences and clinical
studies. Thus, more rigorous statistical techniques are required to accurately predict the …

Manoj Kumar Gupta, Gayatri Gouda, Ravindra Donde, S. Sabarinathan, Goutam Kumar Dash, Menaka Ponnana, Pallabi Pati, Sushil Kumar Rathore, Ramakrishna …

L Behera - Bioinformatics in Rice Research: Theories and …, 2021 - books.google.com
High-throughput methods are rapidly becoming prevalent in biological sciences and clinical
studies. Thus, more rigorous statistical techniques are required to accurately predict the …