Have artificial neural networks met expectations in drug discovery as implemented in QSAR framework?Dobchev, Dimitar; Karelson, MatiExpert Opinion on Drug Discovery2016 / p. 627 - 639 https://doi.org/10.1080/17460441.2016.1186876 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

In silico machine learning methods in drug developmentDobchev, Dimitar Atanasov; Pillai, Girinath Gopinathan; Karelson, MatiCurrent topics in medicinal chemistry2014 / p. 1913-1922 https://doi.org/10.2174/1568026614666140929124203 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

QSAR of heterocyclic compounds in large descriptor spacesKarelson, Mati; Dobchev, Dimitar AtanasovAdvances in Heterocyclic Chemistry ; Vol. 1202016 / p. 237 - 273 https://doi.org/10.1016/bs.aihch.2016.03.006 Article collection metrics at Scopus Article at Scopus Article collection metrics at WOS Article at WOS

Rational design of a series of novel amphipathic cell-penetrating peptidesRegberg, Jakob; Srimanee, Artita; Dobchev, Dimitar A.; Karelson, MatiInternational journal of pharmaceutics2014 / p. 111-116 : ill https://doi.org/10.1016/j.ijpharm.2014.01.018 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Refinement of a quantitative structure–activity relationship model for prediction of cell-penetrating peptide based transfection systemsDowaidar, Moataz; Regberg, Jakob; Dobchev, Dimitar Atanasov; Lehto, Tõnis; Hällbrink, Mattias; Karelson, Mati; Langel, ÜloInternational journal of peptide research and therapeutics2017 / p. 91-100 : ill https://doi.org/10.1007/s10989-016-9542-8 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Subchronic oral and inhalation toxicities : a challenging attempt for modeling and predictionDobchev, Dimitar A.; Tulp, Indrek; Karelson, Gunnar; Tamm, Tarmo; Tämm, Kaido; Karelson, MatiMolecular informatics2013 / p. 793-801 : ill https://doi.org/10.1002/minf.201300033 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Topological fingerprints as an aid in finding structural patterns for LRRK2 inhibitionKahn, Iiris; Lomaka, Andre; Karelson, MatiMolecular informatics2014 / p. 269-275 : ill https://doi.org/10.1002/minf.201300057 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Toxicity profiling of 24 l-phenylalanine derived ionic liquids based on pyridinium, imidazolium and cholinium cations and varying alkyl chains using rapid screening Vibrio fischeri bioassayKusumahastuti, Dewi Kurnianingsih Arum; Sihtmäe, Mariliis; Kapitanov, Illia; Karpichev, Yevgen; Gathergood, Nicholas; Kahru, AnneEcotoxicology and environmental safety2019 / p. 556-565 : ill https://doi.org/10.1016/j.ecoenv.2018.12.076 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Using artificial neural networks to predict cell-penetrating compoundsKarelson, Mati; Dobchev, DimitarExpert opinion drug discovery2011 / p. 783-796 : ill