Applications of deep learning in biomedical engineering

SS Nisha, MN Meeral - Handbook of deep learning in biomedical …, 2021 - Elsevier
Biomedical engineering is the concept of applying fundamental theories and analytical
practices to medicine and biology. It can be profitable in the field of healthcare from …

[HTML][HTML] Systematic investigation of machine learning on limited data: A study on predicting protein-protein binding strength

F Zheng, X Jiang, Y Wen, Y Yang, M Li - Computational and Structural …, 2024 - Elsevier
The application of machine learning techniques in biological research, especially when
dealing with limited data availability, poses significant challenges. In this study, we …

Importance of interface and surface areas in protein-protein binding affinity prediction: A machine learning analysis based on linear regression and artificial neural …

YX Yang, P Wang, BT Zhu - Biophysical Chemistry, 2022 - Elsevier
Protein-protein interaction plays an important role in all biological systems. The binding
affinity between two protein binding partners reflects the strength of their association, which …

Binding affinity of protein–protein complexes: experimental techniques, databases and computational methods

S Jemimah, Y Kumar, MM Gromiha - … Methods, Analysis and …, 2020 - World Scientific
Protein–protein interactions (PPIs) are important for several cellular processes. The
principles governing the recognition of protein–protein complexes are investigated using the …

[HTML][HTML] Expression of recombinant protein contain CTLA4 in bacteria and study of its biological activity

H Mahdizadeh, J Salimian, J Amani… - Cellular and Molecular …, 2024 - cell.ijbio.ir
Aim and Background: The chimer structure consisting of the extracellular domain of CTLA4
and the FC fragment of human IgG1 antibody binds to CD80 (B7-1) and CD86 (B7-2) …

[PDF][PDF] Relative Importance of Interface and Surface Areas in Protein-Protein Binding Affinity Prediction

YX Yang, P Wang, BT Zhu - Available at SSRN 3966207 - papers.ssrn.com
Protein-protein interaction plays an important role in all biological systems. The binding
affinity between two protein binding partners reflects the strength of their association, which …