Zastosowanie uczenia maszynowego w modelowaniu ilościowych zależności struktura-właściwość (QSPR) dla wybranych substancji farmaceutycznych

2018/28/T/NZ7/00472

Descriptors

  • NZ7_14: Farmacja, farmakoterapia, farmakologia
  • ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowanie w przetwarzaniu sygnałów
  • ST4_4: Struktura i architektura molekularna

Panel

NZ7 – Diagnostic tools, therapies and public health: public health, epidemiology, environmental health risks and occupational medicine, medical ethics, drug discovery and therapies, pharmacology

Host institution

Uniwersytet Medyczny im. Karola Marcinkowskiego w Poznaniu, Wydział Farmaceutyczny

Voivodeship: wielkopolskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

Mikołaj Mizera

Number of co-investigators in the project: 2

Call

ETIUDA 6 – announced on 2017-12-15

Amount awarded
115 676 PLN
Project start date
2018-10-01
Project end date
2019-09-30
Project duration
12 months (the same as in the proposal)
Project status
Project settled

Project description

Download the project description in a pdf file

Note — project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

Publication in academic press/journals (2)

  1. Virtual Screening of C. Sativa Constituents for the Identification of Selective Ligands for Cannabinoid Receptor 2

    Authors:
    Mizera, M., Latek, D., & Cielecka-Piontek, J.
    Academic press:
    International Journal of Molecular Sciences (year: 2020, volume: 21, pages: 5308), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/ijms21155308 – link to the publication
  2. Computer-Aided Discovery of New Solubility-Enhancing Drug Delivery System

    Authors:
    Mizera, M., Muratov, E. N., Alves, V. M., Tropsha, A., & Cielecka-Piontek, J.
    Academic press:
    Biomolecules (year: 2020, volume: 10, pages: 913), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/biom10060913 – link to the publication

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Graphic design and implementation: Jakub Piotrowski