Abstract: The present application relates to compounds of formula (I), or pharmaceutically acceptable salts thereof: wherein R1 and R2 represent hydrogen or deuterium; R3 represents hydrogen, —COOH or —OH; R3? and R3? represent hydrogen, methyl, methoxy, chlorine, fluorine or cyano; R4 and R41 represent hydrogen or fluorine; R5 represents hydrogen, fluorine or (C1-C3)alkyl; R6 represents phenyl, fused phenyl, bicyclic group comprising 5 to 12 carbon atoms, heteroaryl group comprising 2 to 9 carbon atoms and comprising from 1 to 3 heteroatoms, cycloalkyl group comprising 3 to 7 carbon atoms, (C3-C6)cycloalkyl(C1-C3)alkyl group, 3 to 8 membered-heterocycloalkyl group comprising 1 or 2 heteroatoms, (C1-C6)alkyl, and phenyl(C1-C2)alkyl group; X represents —CH2—, —O— or —S—; Y represents —CH?, —N? or —CR??, wherein R? represents (C1-C3)alkyl, halogen, cyano, or (C1-C3)fluoroalkyl; R7 represents (C1-C3)alkyl, halogen atom, cyano, or (C1-C3)fluoroalkyl; R8 represents hydrogen or fluorine; R9 represents hydrogen, (C1-C3)alkyl

Abstract: A computer-implemented method of classifying images comprising dose-response graphs obtained from dose-response experiments. The method comprises receiving, at a curve shape classifier model, an input comprising image data including a plurality of pixels, wherein the image data represents an image of a dose-response graph indicating a relationship between the concentration of a compound and its activity. The curve shape classifier model comprises a neural network model configured for classifying images of dose-response graphs into a plurality of dose-response graph categories relating to curve shape. The method further comprises generating, using the neural network model, a classification output for the image represented by the received image data, said generating comprising processing the image data using one or more layers of the neural network model in accordance with parameters associated with the one or more layers.

Abstract: Disclosed herein are compounds of the formula (I), or pharmaceutically acceptable salts thereof wherein R1 and R2 represent a hydrogen atom or a deuterium atom; R3 represents a hydrogen atom, a —COOH group or a —OH group; R3? and R3? represent a hydrogen atom, a methyl group, a methoxy group, a chlorine atom, a fluorine atom, or a cyano group; R4 and R5 represent a hydrogen atom, a halogen atom, a —IMH2 group, a (C1-C3)alkyl group, a (C1-C3)alkoxy group, or a —OH group; or R4 and R5 together form an oxo group or R4 and R5 together form a ?NOCH3 group or a (C3-C5)cycloalkyl group; R7 represents a hydrogen atom, a methyl group, a —OH group or a fluorine atom; R6 represents a phenyl group, a fused phenyl group, a bicyclic group comprising 5 to 12 carbon atoms, a heteroaryl group comprising 2 to 9 carbon atoms and comprising from 1 to 3 heteroatoms, a cycloalkyl group comprising 3 to 7 carbon atoms, a (C3-C6) cycloalkyl (C1-C3) alkyl group, a 3 to 8 membered-heterocycloalkyl group, a (C1-C6)alkyl group or a pheny