Systems and methods for guiding ultrasonic probe positioning using scoring-based canonical view simulation model

A system for guiding ultrasonic probe positioning using a scoring-based canonical view simulation model, the system comprising:

• a catheter coupled to at least a transducer, wherein the at least a transducer is configured to receive ultrasound data;
• a localization system configured to detect probe position data as a function of a location of the catheter;
• at least a processor communicatively connected to the at least a transducer and the localization system;
• and
• a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
• receive the ultrasound data from the transducer;
• receive the probe position data from the localization system;
• generate, using a scoring-based canonical view simulation model, a movement vector as a function of the ultrasound data and the probe position data, wherein the scoring-based canonical view simulation model has been trained using a reinforcement learning algorithm;
• determine, using the movement vector, real-time guidance data comprising a performance metric, wherein the performance metric is determined as a function of comparing actions of a user, as represented by one or both of the ultrasound data and the probe position data, against an optimal movement predicted by the scoring-based canonical view simulation model;
• and
• display the real-time guidance data and the performance metric in real-time to the user through a user interface.