PrMFTP: Multi-functional therapeutic peptides prediction based on multi-head self-attention mechanism and class weight optimization

Wenhui Yan; Wending Tang; Lihua Wang; Yannan Bin; Junfeng Xia

doi:10.1371/journal.pcbi.1010511

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Open Access

Peer-reviewed

Research Article

PrMFTP: Multi-functional therapeutic peptides prediction based on multi-head self-attention mechanism and class weight optimization

Wenhui Yan ,

Contributed equally to this work with: Wenhui Yan, Wending Tang

Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

Affiliation Information Materials and Intelligent Sensing Laboratory of Anhui Province and Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, Anhui, China
⨯
Wending Tang ,

Contributed equally to this work with: Wenhui Yan, Wending Tang

Roles Data curation

Affiliation Information Materials and Intelligent Sensing Laboratory of Anhui Province and Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, Anhui, China
⨯
Lihua Wang,

Roles Writing – review & editing

Affiliation Information Materials and Intelligent Sensing Laboratory of Anhui Province and Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, Anhui, China
⨯
Yannan Bin ,

Roles Supervision, Writing – original draft, Writing – review & editing

* E-mail: ynbin@ahu.edu.cn (YB); jfxia@ahu.edu.cn (JX)

Affiliation Information Materials and Intelligent Sensing Laboratory of Anhui Province and Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, Anhui, China

https://orcid.org/0000-0001-6122-5930

⨯
Junfeng Xia

Roles Conceptualization, Supervision, Writing – review & editing

* E-mail: ynbin@ahu.edu.cn (YB); jfxia@ahu.edu.cn (JX)

Affiliation Information Materials and Intelligent Sensing Laboratory of Anhui Province and Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, Anhui, China

https://orcid.org/0000-0003-3024-1705

⨯

PrMFTP: Multi-functional therapeutic peptides prediction based on multi-head self-attention mechanism and class weight optimization

Wenhui Yan,
Wending Tang,
Lihua Wang,
Yannan Bin,
Junfeng Xia

Published: September 12, 2022
https://doi.org/10.1371/journal.pcbi.1010511

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