SerotoninAI: Serotonergic System Focused, Artificial Intelligence-Based Application for Drug Discovery

SerotoninAI: Serotonergic System Focused, Artificial Intelligence-Based Application for Drug Discovery

SerotoninAI is an innovative web application for scientific purposes focused on the serotonergic system. By leveraging SerotoninAI, researchers can assess the affinity (pKi value) of a molecule to all main serotonin receptors and serotonin transporters based on molecule structure introduced as SMILE...

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Bibliographic Details
Main Author: Natalia Łapińska (17872057) (author)
Other Authors: Adam Pacławski (15313674) (author), Jakub Szlęk (15313671) (author), Aleksander Mendyk (2837087) (author)
Published: 2024
Subjects:
Biochemistry
Genetics
Molecular Biology
Pharmacology
Biotechnology
Developmental Biology
Science Policy
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
scientific purposes focused
main serotonin receptors
intuitive user interface
human intestinal absorption
https :// github
app /, implemented
main serotonergic targets
serotonin transporters based
serotoninai significantly increases
https :// serotoninai
serotonergic system focused
molecule structure introduced
innovative web application
drug discovery serotoninai
access affinity predictions
serotonergic system
drug development
based application
serotoninai addresses
leveraging serotoninai
generates predictions
accurate predictions
source code
potential drugs
pki values
pki value
fundamental requirement
financial obligations
critical attributes
artificial intelligence
allows users
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