DeepETC: a deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes

• Main Authors: Le, Nguyen Quoc Khanh, Ho, Quang-Thai, Yapp, Edward Kien Yee, Ou, Yu-Yen, Yeh, Hui-Yuan
• Other Authors: School of Humanities
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Medicine; Deep Learning; Cellular Respiration
• Online Access: https://hdl.handle.net/10356/160971
• Institution: Nanyang Technological University

An electron transport chain is a series of protein complexes embedded in the transport protein, which is an important process to transfer electrons and other macromolecules throughout the cell. It is the primary process to extract energy via redox reactions in the case of oxidation of sugars in cell...