Pressure generating device for blastocyst formation boosting

A method implemented by a system of one or more computers, the method comprising:

• applying, through a micropipette, pressure that is generated by a pressure generating device to an oocyte;
• obtaining a plurality of images which form an image sequence associated with a time period, the image sequence depicting the oocyte and a portion of the micropipette applying the pressure to the oocyte, wherein individual images are associated with individual pressure values applied to the oocyte at respective times of image capture;
• identifying, via a segmentation model, objects associated with the oocyte;
• determining, based at least in part on geometry measurements of the objects associated with the oocyte, features associated with the oocyte, the features comprising morphological features indicative of measurements of the oocyte during the time period and an aspiration depth of the oocyte into the portion of the micropipette applying the pressure to the oocyte;
• and
• generating, via a machine learning model based on input comprising the aspiration depth, an oocyte grade, wherein the oocyte grade is indicative of at least a likelihood of the oocyte developing into a usable blastocyst.