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Maria-Anna Trapotsi
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 3
Top Topics
Feature Importance
Decision Tree Learning Algorithms
Random Forests
Cancer Classification
Top Venues
J. Cheminformatics
J. Chem. Inf. Model.
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Publications
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Srijit Seal
,
Hongbin Yang
,
Maria-Anna Trapotsi
,
Satvik Singh
,
Jordi Carreras Puigvert
,
Ola Spjuth
,
Andreas Bender
Merging bioactivity predictions from cell morphology and chemical fingerprint models using similarity to training data.
J. Cheminformatics
15 (1) (2023)
Maria-Anna Trapotsi
,
Lewis H. Mervin
,
Avid M. Afzal
,
Noé Sturm
,
Ola Engkvist
,
Ian P. Barrett
,
Andreas Bender
Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions.
J. Chem. Inf. Model.
61 (3) (2021)
Lewis H. Mervin
,
Maria-Anna Trapotsi
,
Avid M. Afzal
,
Ian P. Barrett
,
Andreas Bender
,
Ola Engkvist
Probabilistic Random Forest improves bioactivity predictions close to the classification threshold by taking into account experimental uncertainty.
J. Cheminformatics
13 (1) (2021)