Author

Tingzhong Tian

Jiangsu Provincial Center for Disease Control and PreventionORCID 0000-0003-4899-0632Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Dan Yang ZhaoiD· 2 shared Fang WaniD· 2 shared Jianyang ZengiD· 2 shared Shuya LiiD· 2 shared Yipin Lei· 2 shared Chengliang Hu· 1 shared Chunhao YangiD· 1 shared Enming YuaniD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersSystems Biology

Dan Yang ZhaoORCID

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2 papers

Recent·Most cited

Systems BiologySignal Transduction and Targeted TherapyPeer-reviewedApr 24, 2021

A data-driven drug repositioning framework discovered a potential therapeutic agent targeting COVID-19

Yiyue Ge, Tingzhong Tian, Suling Huang…·Jianyang Zeng

This paper presents a data-driven drug repositioning framework that identifies CVL218, a PARP1 inhibitor, as a potential therapeutic for COVID-19 through in silico and experimental validation.

300 citationstop 1%

humanmachine learning (classical)

𝕏 PostBluesky

BioinformaticsbioRxivPreprintNov 16, 2020

CAMP: a Convolutional Attention-based Neural Network for Multifaceted Peptide-protein Interaction Prediction

Yipin Lei, Shuya Li, Ziyi Liu…·Jianyang Zeng

CAMP predicts peptide-protein interactions and binding residues using a convolutional attention-based neural network, outperforming existing methods on benchmark datasets.

4 citations

protein sequencedeep learning

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