Machine learning models for predicting interaction affinity energy between human serum proteins and hemodialysis membrane materials

Abstract Membrane incompatibility poses significant health risks, including severe complications and potential fatality. Surface modification of membranes has emerged as a pivotal technology in the membrane industry, aiming to improve the hemocompatibility and performance of dialysis membranes by mi...

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Bibliographic Details
Main Authors: Simin Nazari, Amira Abdelrasoul
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-83674-z
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