DrugRepPT: a deep pretraining and fine-tuning framework for drug repositioning based on drug’s expression perturbation and treatment effectiveness

Authors

Jianyang Zeng (ORCID: https://orcid.org/0000-0003-0950-7716)
Kezhi Lu (ORCID: https://orcid.org/0000-0003-4979-5097)
Qiang Zhu (ORCID: https://orcid.org/0000-0002-4677-1244)
Kuo Yang (ORCID: https://orcid.org/0000-0003-0736-4512)
Xuezhong Zhou (ORCID: https://orcid.org/0000-0002-4713-3594)
Shao Li (ORCID: https://orcid.org/0000-0002-8709-9167)
Shuyue Fan (ORCID: https://orcid.org/0000-0003-1258-4130)
Dong Xin (ORCID: https://orcid.org/0000-0002-1414-9354)
Xianan Li

Institutions

University of Technology Sydney (AU)
Beijing Jiaotong University (CN)
Westlake University (CN)
Australian Institute of Nuclear Science and Engineering (AU)
Tsinghua University (CN)

Publication Details

Journal: Bioinformatics
Published: 2024-11-19
DOI: https://doi.org/10.1093/bioinformatics/btae692
Citations: 1
Primary Topic: Computational Drug Discovery Methods
Type: article
Field-Weighted Citation Impact: 0.36

Funders

National Natural Science Foundation of China
Natural Science Foundation of Beijing Municipality
National Science and Technology Major Project
National Key Research and Development Program of China

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

DrugRepPT: a deep pretraining and fine-tuning framework for drug repositioning based on drug’s expression perturbation and treatment effectiveness

Jianyang Zeng, Kezhi Lu, Qiang Zhu, Kuo Yang et al.

Nov 19, 2024

1 citations

Bioinformatics

Computational Drug Discovery Methods

0.36

article

DrugRepPT: a deep pretraining and fine-tuning framework for drug repositioning based on drug’s expression perturbation and treatment effectiveness

Jianyang Zeng, Kezhi Lu, Qiang Zhu, Kuo Yang, Xuezhong Zhou, Shao Li, Shuyue Fan, Dong Xin, Xianan Li

November 19, 2024article en

1 citations

Abstract

No abstract available for this paper.

BioinformaticsVol. 40(12)

University of Technology Sydney (AU), Beijing Jiaotong University (CN), Westlake University (CN), Australian Institute of Nuclear Science and Engineering (AU), Tsinghua University (CN)

National Natural Science Foundation of China, Natural Science Foundation of Beijing Municipality, National Science and Technology Major Project, National Key Research and Development Program of China

Good health and well-being

Openalex Percentile: Top 34%

Computational Drug Discovery Methods

0.36

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

DrugRepPT: a deep pretraining and fine-tuning framework for drug repositioning based on drug’s expression perturbation and treatment effectiveness — Jianyang Zeng, Kezhi Lu, et al. · Bioinformatics (2024) | TGRS Research Map | TGRS