Author

Spencer A. Moritz

University of Washington Bothell

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Molecular Biology· 1

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Approach:deep learning· 1 Assay:electronic health records· 1 Assay:imaging· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:simulation· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Dong SiiD· 1 shared Jianlin Jack ChengiD· 1 shared Jie HouiD· 1 shared Jonas PfabiD· 1 shared Liguo WangiD· 1 shared Renzhi CaoiD· 1 shared Tianqi WuiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperMolecular Biology

Dong SiORCID

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1 paper

Recent·Most cited

Cascaded-CNN: Deep Learning to Predict Protein Backbone Structure from High-Resolution Cryo-EM Density Maps

Dong Si, Spencer A. Moritz, Jonas Pfab, Jie Hou, Renzhi Cao, Liguo Wang, Tianqi Wu, Jianlin Jack Cheng

Cascaded CNNs segmenting secondary structure, backbone and Cα voxels, plus tabu-search tracing, place 88.5% of Cα atoms within 3Å across 50 cryo-EM maps versus Phenix's 66.8%.

Scientific Reports · Mar 9, 2020Peer-reviewedMolecular Biology✦ In-depth digest