Author

Harrison Edmonds

University of Alabama

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Biophysics· 1

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Approach:deep learning· 1 Assay:imaging· 1 Research Focus:protein folding & dynamics· 1

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Ayanjeet GhoshiD· 1 shared Brooke HolcombeiD· 1 shared Kevin L. YehiD· 1 shared Rohit BhargavaiD· 1 shared Sudipta S. MukherjeeiD· 1 shared

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1 shared paperBiophysics

Ayanjeet GhoshORCID

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1 paper

Recent·Most cited

A Machine Learning-based Approach for Quantification of Protein Secondary Structures from Discrete Frequency Infrared Images

Harrison Edmonds, Sudipta S. Mukherjee, Brooke Holcombe, Kevin L. Yeh, Rohit Bhargava, Ayanjeet Ghosh

This paper introduces a neural network model to rapidly predict protein secondary structure from discrete frequency infrared images, significantly reducing data acquisition and analysis time.

bioRxiv · Jan 8, 2025 · PreprintBiophysics