@phdthesis{Rajan2021, author = {Rajan, Kohulan}, title = {DARLING: Deep leARning for chemicaL Information processING}, publisher = {Friedrich-Schiller-Universit{\"a}t}, address = {Jena}, pages = {172}, year = {2021}, subject = {Deep learning}, language = {en} } @article{RajanHeinSteinbecketal.2021, author = {Rajan, Kohulan and Hein, Jan-Mathis and Steinbeck, Christoph and Zielesny, Achim}, title = {Molecule Set Comparator (MSC): a CDK-based open rich-client tool for molecule set similarity evaluations}, series = {Journal of Cheminformatics}, volume = {13}, journal = {Journal of Cheminformatics}, issn = {1758-2946}, doi = {10.1186/s13321-021-00485-4}, pages = {Artikelnr. 5}, year = {2021}, language = {en} } @article{RajanBrinkhausSorokinaetal.2021, author = {Rajan, Kohulan and Brinkhaus, Henning Otto and Sorokina, Maria and Zielesny, Achim and Steinbeck, Christoph}, title = {DECIMER-Segmentation: Automated extraction of chemical structure depictions from scientific literature}, series = {Journal of Cheminformatics}, volume = {13}, journal = {Journal of Cheminformatics}, issn = {1758-2946}, doi = {10.1186/s13321-021-00496-1}, pages = {Artikelnr. 20}, year = {2021}, language = {en} } @article{RajanZielesnySteinbeck2021, author = {Rajan, Kohulan and Zielesny, Achim and Steinbeck, Christoph}, title = {STOUT: SMILES to IUPAC names using neural machine translation}, series = {Journal of Cheminformatics}, volume = {13}, journal = {Journal of Cheminformatics}, issn = {1758-2946}, doi = {10.1186/s13321-021-00512-4}, pages = {Artikelnr. 34}, year = {2021}, language = {en} } @article{RajanZielesnySteinbeck2021, author = {Rajan, Kohulan and Zielesny, Achim and Steinbeck, Christoph}, title = {DECIMER 1.0: deep learning for chemical image recognition using transformers}, series = {Journal of Cheminformatics}, volume = {13}, journal = {Journal of Cheminformatics}, issn = {1758-2946}, doi = {10.1186/s13321-021-00538-8}, pages = {Artikelnr. 61}, year = {2021}, language = {en} } @article{RajanBrinkhausSorokinaetal.2021, author = {Rajan, Kohulan and Brinkhaus, Henning Otto and Sorokina, Maria and Zielesny, Achim and Steinbeck, Christoph}, title = {DECIMER-Segmentation: Automated extraction of chemical structure depictions from scientific literature}, series = {Journal of Cheminformatics}, volume = {13}, journal = {Journal of Cheminformatics}, doi = {10.1186/s13321-021-00496-1}, pages = {Artikelnr. 20}, year = {2021}, language = {en} } @unpublished{RajanZielesnySteinbeck2021, author = {Rajan, Kohulan and Zielesny, Achim and Steinbeck, Christoph}, title = {DECIMER 1.0: Deep Learning for Chemical Image Recognition using Transformers}, doi = {10.33774/chemrxiv-2021-9j7wg-v2}, pages = {32}, year = {2021}, language = {en} } @unpublished{RajanSteinbeckZielesny2021, author = {Rajan, Kohulan and Steinbeck, Christoph and Zielesny, Achim}, title = {Performance of chemical structure string representations for chemical image recognition using transformers}, doi = {10.33774/chemrxiv-2021-7c9wf-v2}, pages = {19}, year = {2021}, language = {en} }