Caroline König

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Publications

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Active since

2015

Affiliations

Universitat Politècnica de Catalunya(Current)

Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine

Caroline König is an author at Universitat Politècnica de Catalunya specializing in g-protein-coupled receptors, sensor fusion, and receptor-ligand interactions.

ORCID

Publications per year

2015–2024

Publications

Sensitivity Analysis of Sensors in a Hydraulic Condition Monitoring System Using CNN Models

Caroline König, Ahmed M. Helmi · Sensors · 2020 · 35 citations · Full text

Computing, Computer Science, Data Science +17

Understanding predictions of drug profiles using explainable machine learning models

Caroline König, Alfredo Vellido · BioData Mining · 2024 · 22 citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +17

GPCR molecular dynamics forecasting using recurrent neural networks

Juan Manuel López-Correa, Caroline König, Alfredo Vellido · Scientific Reports · 2023 · 13 citations · Full text

Life Sciences, Bioinformatics, Biophysics +17

Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors

Caroline König, Martha Cárdenas, Jesús Giraldo et al. · BMC Bioinformatics · 2015 · 10 citations · Full text

Medicine, Bioinformatics, Pharmacology +16

Using machine learning tools for protein database biocuration assistance

Caroline König, Ilmira Shaim, Alfredo Vellido et al. · Scientific Reports · 2018 · 10 citations · Full text

Computing, Bioinformatics, Computer Science +14

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