MultiToxPred 1.0: a novel comprehensive tool for predicting 27 classes of protein toxins using an ensemble machine learning approach.

Beltrán, Jorge F; Herrera-Belén, Lisandra; Parraguez-Contreras, Fernanda; Farías, Jorge G; Machuca-Sepúlveda, Jorge; Short, Stefania

Beltrán, Jorge F; Herrera-Belén, Lisandra; Parraguez-Contreras, Fernanda; Farías, Jorge G; Machuca-Sepúlveda, Jorge; Short, Stefania.

Affiliation

Beltrán JF; Department of Chemical Engineering, Faculty of Engineering and Science, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile. beltran.lissabet.jf@gmail.com.
Herrera-Belén L; Departamento de Ciencias Básicas, Facultad de Ciencias, Universidad Santo Tomas, Temuco, Chile.
Parraguez-Contreras F; Department of Chemical Engineering, Faculty of Engineering and Science, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile.
Farías JG; Department of Chemical Engineering, Faculty of Engineering and Science, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile.
Machuca-Sepúlveda J; Department of Chemical Engineering, Faculty of Engineering and Science, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile.
Short S; Department of Chemical Engineering, Faculty of Engineering and Science, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile.

BMC Bioinformatics ; 25(1): 148, 2024 Apr 12.

Article in En | MEDLINE | ID: mdl-38609877

Subject(s)
Key words

Machine learning; Prediction; Protein toxin; Therapeutic

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Toxins, Biological / Algorithms Language: En Journal: BMC Bioinformatics Journal subject: INFORMATICA MEDICA Year: 2024 Document type: Article Affiliation country: Chile Country of publication: Reino Unido

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