Computer-based prediction of fetal and maternal outcomes

A system comprising:

• one or more processors;
• and
• a memory comprising instructions that when executed by the one or more processors cause the one or more processors to:
• obtain maternal and/or fetal ECG or heart rate data for a patient;
• determine, based on processing the maternal and/or fetal ECG or heart rate data for the patient using a machine learning model trained with historical maternal and/or fetal ECG or heart rate data, one or more predicted outcomes associated with the patient;
• and
• generate one or more reports including an indication of the one or more predicted outcomes for display on one of a patient computing device or a provider computing device.

A system comprising:

• a wearable device configured to be worn by a pregnant patient and including at least one sensing electrode configured to sense fetal ECG signals associated with the patient and her fetus and communicate corresponding fetal ECG data;
• one or more processors;
• and
• a memory comprising instructions that when executed by the one or more processors cause the one or more processors to:
• determine, based on processing the fetal ECG data using a machine learning model trained with historical fetal ECG data for a plurality of patients, one or more predicted outcomes associated with the patient;
• and
• generate one or more reports including an indication of the one or more predicted fetal outcomes for display on one of a patient computing device or a provider computing device.