Abstract: A user computing entity provides a specimen score for use in selecting a sperm for use in a fertilization event. The user computing entity provides the score by obtaining specimen image data comprising imaging data of one or more specimen, the imaging data corresponds to at least one type of imaging; generating a specimen scoring request including the specimen image data; providing the specimen scoring request for receipt by a network computing entity; receiving a specimen response comprising a respective specimen score for the one or more specimen, the respective specimen score for the one or more specimen generated by a machine-learning trained specimen analysis model; processing the respective specimen score for the one or more specimen to generate a graphical representation of the respective specimen score; and causing display of the graphical representation of the respective specimen score.