학술논문

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발행년	- (예 : 2010-2015)

Accelerating material design with the generative toolkit for scientific discovery

Academic Journal

Manica, M.; Born, J.; Cadow, J.; Christofidellis, D.; Teukam, Y.G.N.; Giannone, G.; Zipoli, F.; Schilter, O.; Dave, A.; Clarke, D.; Buchan, M.; Donovan, T.; Hoffman, S.C.; Chenthamarakshan, V.; Padhi, I.; Wehden, K.; McHugh, L.; Das, P.; Smith, J.R.; Hsu, H.H.; Kishimoto, A.; Hamada, L.; Takeda, S.; Khrabrov, A.

In: npj Computational Materials. (npj Computational Materials, December 2023, 9(1))

Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

COSIFER: A Python package for the consensus inference of molecular interaction networks

Academic Journal

Manica, M.; Bunne, C.; Mathis, R.; Cadow, J.; Martínez, M.R.; Ahsen, M.E.; Stolovitzky, G.A.

In: Bioinformatics. (Bioinformatics, 15 July 2021, 37(14):2070-2072)

Open Access (OUP) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

On the feasibility of deep learning applications using raw mass spectrometry data

Academic Journal

Cadow, J.; Manica, M.; Mathis, R.; Rodríguez Martínez, M.; Guo, T.; Aebersold, R.

In: Bioinformatics. (Bioinformatics, 1 July 2021, 37:I245-I253)

Open Access (OUP) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

PaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning

Academic Journal

Born, J.; Manica, M.; Oskooei, A.; Cadow, J.; Markert, G.; Rodríguez Martínez, M.

In: iScience. (iScience, 23 April 2021, 24(4))

Full Text (ScienceDirect 종량제) Full Text (ScienceDirect O/A) Web of Science JCR 저널정보 Scopus Find it@PNU

Data-driven molecular design for discovery and synthesis of novel ligands: A case study on SARS-CoV-2

Academic Journal

Born, J.; Manica, M.; Cadow, J.; Markert, G.; Mill, N.A.; Filipavicius, M.; Janakarajan, N.; Cardinale, A.; Laino, T.; Martínez, M.R.

In: Machine Learning: Science and Technology. (Machine Learning: Science and Technology, 25 March 2021, 2(2))

Full Text (ProQuest Central) Open Access (IOP) Web of Science Scopus Find it@PNU

PaccMann: A web service for interpretable anticancer compound sensitivity prediction

Academic Journal

Cadow, J.; Born, J.; Manica, M.; Oskooei, A.; Martínez, M.R.

In: Nucleic Acids Research. (Nucleic Acids Research, 2021, 48(W1):W502-W508)

Open Access (OUP) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

PIMKL: Pathway-Induced Multiple Kernel Learning

Academic Journal

Manica, M.; Cadow, J.; Mathis, R.; Rodríguez Martínez, M.

In: npj Systems Biology and Applications. (npj Systems Biology and Applications, 1 December 2019, 5(1))

Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

Context-specific interaction networks from vector representation of words

Academic Journal

Manica, M.; Mathis, R.; Cadow, J.; Rodríguez Martínez, M.

In: Nature Machine Intelligence. (Nature Machine Intelligence, 1 April 2019, 1(4):181-190)

Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

PaccmannRL: Designing Anticancer Drugs From Transcriptomic Data via Reinforcement Learning

Book

Born, J.; Manica, M.; Oskooei, A.; Cadow, J.; Rodríguez Martínez, M.

In: Research in Computational Molecular Biology - 24th Annual International Conference, RECOMB 2020, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, 12074 LNBI:231-233)

Scopus Find it@PNU

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