Intelligent in-silico prioritization of antimalarial peptide candidates under explicit physicochemical windows via de novo CTCM-Neo generation and conformal-gated calibrated classification

Overall, the framework compresses the search space into a small, risk-bounded set of computationally prioritized candidates and provides a scalable, uncertainty-aware route for downstream experimental follow-up. All results reported here are computational, and antimalarial activity remains to be confirmed experimentally.

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Publication Details

Journal
Frontiers in Cellular and Infection Microbiology
Published
2026-03-04
DOI
https://doi.org/10.3389/fcimb.2026.1707267
Primary Topic
vaccines and immunoinformatics approaches
Type
article
Field-Weighted Citation Impact
0.00
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article

Intelligent in-silico prioritization of antimalarial peptide candidates under explicit physicochemical windows via de novo CTCM-Neo generation and conformal-gated calibrated classification

Maryam Saberi Anari, Khosro Rezaee, Muhammad Aamir
Frontiers in Cellular and Infection Microbiology
vaccines and immunoinformatics approaches
article

Intelligent in-silico prioritization of antimalarial peptide candidates under explicit physicochemical windows via de novo CTCM-Neo generation and conformal-gated calibrated classification

Maryam Saberi Anari, Khosro Rezaee, Muhammad Aamir
article en

Abstract

Overall, the framework compresses the search space into a small, risk-bounded set of computationally prioritized candidates and provides a scalable, uncertainty-aware route for downstream experimental follow-up. All results reported here are computational, and antimalarial activity remains to be confirmed experimentally.

Frontiers in Cellular and Infection MicrobiologyVol. 16
Huanggang Normal University (CN), Mofid University (IR), Technical and Vocational University (IR)
Openalex Percentile: Top 34%
vaccines and immunoinformatics approaches
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