Shedding light on neural learning to rank models for anticancer drug prioritization

Faraz Sarmeili; Benyamin Ghahremani-Nezhad; Mohammad Khalilpour; Karim Abbasi; Rassoul Dinarvand; Hamid R. Rabiee

doi:10.1371/journal.pone.0345854

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Open Access

Peer-reviewed

Research Article

Shedding light on neural learning to rank models for anticancer drug prioritization

Faraz Sarmeili,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliations Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran
⨯
Benyamin Ghahremani-Nezhad,

Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Writing – original draft

Affiliation Department of Computer Engineering, Amirkabir University of Technology, Tehran, Iran
⨯
Mohammad Khalilpour,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft

Affiliation Department of Computer Engineering, Amirkabir University of Technology, Tehran, Iran
⨯
Karim Abbasi,

Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Validation, Writing – original draft, Writing – review & editing

Affiliation Mosaheb Institute for Mathematical Research, Kharazmi University, Tehran, Iran

https://orcid.org/0000-0003-2135-8864

⨯
Rassoul Dinarvand ,

Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

* E-mail: dinarvand@tums.ac.ir (RD); rabiee@sharif.edu (HRR)

Affiliations Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran, Nanotechnology Research Centre, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
⨯
Hamid R. Rabiee

Roles Conceptualization, Investigation, Project administration, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

* E-mail: dinarvand@tums.ac.ir (RD); rabiee@sharif.edu (HRR)

Affiliation Department of Computer Engineering, Sharif University of Technology, Tehran, Iran

https://orcid.org/0000-0002-9835-4493

⨯

Shedding light on neural learning to rank models for anticancer drug prioritization

Faraz Sarmeili,
Benyamin Ghahremani-Nezhad,
Mohammad Khalilpour,
Karim Abbasi,
Rassoul Dinarvand,
Hamid R. Rabiee

Published: August 13, 2026
https://doi.org/10.1371/journal.pone.0345854

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