Development and Implementation of a Remote Monitoring and Feedback System for Female Pelvic Floor Rehabilitation Training Based on Artificial Intelligence

Development and Implementation of a Remote Monitoring and Feedback System for Female Pelvic Floor Rehabilitation Training Based on Artificial Intelligence

Pelvic Floor Rehabilitation Training Prescription Label: An individualized training prescription generated by aggregating a comprehensive profile of maternal information through AI and applying data deep-mining algorithms, aiming to deliver targeted and precise interventions for mothers at different behavioral stages.PFMT Error-Correction Feedback Program: A program that identifies abnormal pelvic floor muscle contractions in mothers by and analyzing electromyographic (EMG) signals from the abdominal muscles, gluteal muscles, and other muscle groups, and develops an error-correction program with text, visual, and audio prompts. Maternal Mobile APP: A system developed with functions including self-management, health education, nurse-patient communication, and remote monitoring. Preliminary Clinical Application: A randomized controlled trial (RCT) will be conducted in women at 6-8 weeks postpartum using the remote monitoring and feedback system for pelvic floor rehabilitation training. The clinical application effects will be evaluated to achieve full-process assessability, guidance, and supervision of postpartum PFMT, thereby improving maternal participation, compliance, and correctness in PFMT.

Inclusion Criteria:

• Age ≥ 18 years;
• Women who underwent pelvic floor screening at our hospital's Pelvic Floor Center at 6-8 weeks postpartum;
• Have normal cognitive ability and are able to use mobile apps or other means to access information;
• Voluntarily participate in the study and sign the informed consent form.

Exclusion Criteria:

• Women with contraindications to pelvic floor muscle training (e.g., vaginal or rectal bleeding, etc.);
• Those with psychiatric disorders that preclude cooperation with this study;
• Those who have difficulty adhering to follow-up visits.