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Author:Ramin Dehghanpoor

Publications
Classifying Protein Families with Learned Compressed Representations
Ramin Dehghanpoor, Fatemeh Afrasiabi, Charles Fogel, Tung Dao, Suman Gautam, Aanab Nehela, Ahmad Nehela, Daniel Haehn and Nurit Haspel
In:Proceedings of International Conference on Bioinformatics and Computational Biology (BICOB-2023)
Using Topological Data Analysis and RRT to Investigate Protein Conformational Spaces
Ramin Dehghanpoor, Fatemeh Afrasiabi and Nurit Haspel
In:Proceedings of 14th International Conference on Bioinformatics and Computational Biology

Keyphrases

CNN, Conformational Space of Proteins, machine learning, Mapper algorithm, neural network, Principal Component Analysis, Protein family classification, Rapidly Exploring Random Tree Search, topological data analysis, VAE.

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