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Exploring AI in Personalized Exercise Regimens: Critical Insights from GPT-4's Application in Blood Flow Restriction Training

Exploring AI in Personalized Exercise Regimens: Critical Insights from GPT-4's Application in Blood Flow Restriction Training

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2400093907
Enrollment
Unknown
Registered
2024-12-13
Start date
2024-12-21
Completion date
Unknown
Last updated
2024-12-16

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

None

Interventions

AI->Expert->Mixed Sequence Group:AI-assisted training for first 2 weeks, expert-guided training for middle 2 weeks, mixed approach for final 2 weeks, with 1-week washout periods between phases
AI->Mixed->Expert Sequence Group:AI-assisted training for first 2 weeks, mixed approach for middle 2 weeks, expert-guided training for final 2 weeks, with 1-week washout periods between phases
Expert->AI->Mixed Sequence Group:Expert-guided training for first 2 weeks, AI-assisted training for middle 2 weeks, mixed approach for final 2 weeks, with 1-week washout periods between phases
Expert->Mixed->AI Sequence Group:Expert-guided training for first 2 weeks, mixed approach for middle 2 weeks, AI-assisted training for final 2 weeks, with 1-week washout periods between phases
Mixed->AI->Expert Sequence Group:Mixed approach for first 2 weeks, AI-assisted training for middle 2 weeks, expert-guided training for final 2 weeks, with 1-week washout periods between phases
Mixed->Expert->AI Sequence Group:Mixed approach for first 2 weeks, expert-guided training for middle 2 weeks, AI-assisted training for final 2 weeks, with 1-week washout periods between phases

Sponsors

Guangzhou Sport University
Lead Sponsor

Eligibility

Sex/Gender
Male
Age
17 Years to 35 Years

Inclusion criteria

Inclusion criteria: The inclusion criteria included: (1) no history of cardiovascular disease; (2) open and positive attitude towards AI-assisted training programs; (3) no history of musculoskeletal system injury; (4) no systematic strength training in the past 6 months; (5) no known vascular abnormality.

Exclusion criteria

Exclusion criteria: The exclusion criteria were: (1) chronic diseases (such as hypertension, diabetes, arthritis) , (2) taking drugs that affect muscle growth or cardiovascular function, (3) having a history of severe sports injury of lower limbs, (4) severe fear or distrust of blood flow restriction training or AI techniques; (5) severe mental health problems.

Design outcomes

Secondary

MeasureTime frame
Resting heart rate ;Blood pressure;

Primary

MeasureTime frame
Muscular strength;Muscle mass;Creatine kinase;Borg Category-Ratio Scale;Physical Activity Enjoyment Scale;System Usability Scale;Train compliance;

Countries

China

Contacts

Public ContactJunchen Deng

Guangzhou Sport University

11492@gzsport.edu.cn+86 176 6653 8004

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026