AI-Based Hamstring Injury Risk Analysis and Effects of the FUNBALL Program
2026년 6월 10일 업데이트: Yeditepe University
AI-Based Hamstring Injury Risk Analysis and the Effects of the FUNBALL Program on Physical Performance and Cognitive Function in Professional Football Players
This study investigates hamstring injury risk in football players using artificial intelligence-based motion analysis (OpenPose) and evaluates the effects of a targeted exercise intervention (FUNBALL).
Hamstring risk is assessed during a 30-m sprint using sagittal-plane video analysis, and players classified as medium or high risk receive a four-month FUNBALL program.
A pre-post intervention design is employed, with sprint performance, agility, balance, jumping ability, kicking power, and cognitive function assessed using standardized field and cognitive tests.
연구 개요
상세 설명
Before the implementation of the FUNBALL program, artificial intelligence (OpenPose) based hamstring risk analysis and 30-meter sprint test, 505 agility and direction change test, modified star balance test, 5-point jump test, maximum shot distance test and cognition tests will be applied as pre-tests (18,19).
AI risk analysis will be done by examining video (30 frame rate) captured with a phone camera (iPhone 14 Pro) from the sagittal (side) plane during the 240 m sprint test.
The camera will be positioned 15 meters from the level of the middle of the 30-meter sprint test with the help of a tripod.
It will follow the participant's run for 30 meters in motion.
The football player will be asked to do a 30 m sprint with 3 repetitions and the average of 3 repetitions will be taken as a basis.
According to the artificial intelligence risk analysis, the FUNBALL program will be applied to medium and high risk groups for 4 months.
At the end of the Middle Program, the same parameters will be re-evaluated.
Hamstring risk analysis and speed parameter will be evaluated with 30 meter sprint test, agility parameter 505 with direction change and agility test, cognition parameter with color word stroop test, n-back test and digit span test, balance and proprioception parameter with modified star balance test, jump parameter with 5-point jump test, and power parameter with maximum shot distance test.
연구 유형
중재적
등록 (실제)
30
단계
- 해당 없음
연락처 및 위치
이 섹션에서는 연구를 수행하는 사람들의 연락처 정보와 이 연구가 수행되는 장소에 대한 정보를 제공합니다.
연구 장소
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Büyükçekmece
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Istanbul, Büyükçekmece, 터키 (Türkiye), 34537
- Istanbulspor Ömer Sarıalioglu Football Team Facilitu
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참여기준
연구원은 적격성 기준이라는 특정 설명에 맞는 사람을 찾습니다. 이러한 기준의 몇 가지 예는 개인의 일반적인 건강 상태 또는 이전 치료입니다.
자격 기준
공부할 수 있는 나이
- 성인
건강한 자원 봉사자를 받아들입니다
예
설명
Inclusion Criteria:
- To be a professional football player between the ages of 18-35.
- Not having a history of ligament, joint, bone, muscle or tendon injury that requires at least 2 months away from the field in the last 6 months.
- Not having an active disability.
- To have verbal and written communication skills who accept to participate in the study voluntarily and to perform exercise applications.
Exclusion Criteria:
- Presence of an active disability
- Having a history of ligament, joint, bone, muscle or tendon injury that requires at least 2 months away from the field in the last 6 months.
- Vestibular or disconnected vision problems
- History of cancer
- Illiteracy
- Mental and cognitive disorders that may affect communication
공부 계획
이 섹션에서는 연구 설계 방법과 연구가 측정하는 내용을 포함하여 연구 계획에 대한 세부 정보를 제공합니다.
연구는 어떻게 설계됩니까?
디자인 세부사항
- 주 목적: 방지
- 할당: 해당 없음
- 중재 모델: 단일 그룹 할당
- 마스킹: 없음(오픈 라벨)
무기와 개입
참가자 그룹 / 팔 |
개입 / 치료 |
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실험적: FUNBALL Intervention Arm
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The FUNBALL Prevention Program is an evidence-based injury prevention exercise program described in the literature.
The program was developed by Obertinca et al. and has been shown to reduce thigh muscle injury incidence by approximately 38% in football players.
In the present study, the FUNBALL program is implemented as a structured training intervention aimed at reducing hamstring injury risk.
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연구는 무엇을 측정합니까?
주요 결과 측정
결과 측정 |
측정값 설명 |
기간 |
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Number of Participants Classified as High Hamstring Injury Risk by OpenPose-Based Biomechanical Analysis
기간: Baseline (Day 0) and post-intervention (Week 12)
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Outcome measure: Number of participants classified as high hamstring injury risk.
Assessment tool: OpenPose-based biomechanical motion analysis of a 30-meter sprint.
Classification is based on hip flexion angle, knee extension angle, and terminal swing phase mechanics.
Unit of measure: Number of participants classified as high risk.
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Baseline (Day 0) and post-intervention (Week 12)
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2차 결과 측정
결과 측정 |
측정값 설명 |
기간 |
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505 COD Agility Test
기간: Baseline (Day 0) and post-intervention (Week 12)
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The 505 Change of Direction (COD) test is a widely used field-based assessment designed to evaluate an athlete's ability to decelerate, rapidly change direction, and re-accelerate over a short distance.
The players are going to sprint forward 10 m, perform a 180-degree turn off a designated foot at the 5-m mark, and sprint back as quickly as possible, with total time is going to record using electronic timing gates or a stopwatch.
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Baseline (Day 0) and post-intervention (Week 12)
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Number of Players With Elevated Hamstring Injury Risk During Sprint Testing
기간: Baseline (Day 0) and post-intervention (Week 12)
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The primary outcome will be the number of players identified with elevated hamstring injury risk during a 30-m sprint test, assessed using an artificial intelligence-based movement analysis.
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Baseline (Day 0) and post-intervention (Week 12)
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N-Back Task Accuracy (%)
기간: Baseline (Day 0) and Post-Intervention (Week 12)
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Working memory performance assessed using a computerized N-Back task and reported as percentage accuracy (%).
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Baseline (Day 0) and Post-Intervention (Week 12)
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Digit Span Total Score
기간: Baseline (Day 0) and Post Intervention (Week 12)
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Total number of correctly recalled digits during a computerized Digit Span task.
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Baseline (Day 0) and Post Intervention (Week 12)
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Composite Reach Distance in Modified Star Excursion Balance Test
기간: Baseline ( Day 0) and Post-Intervention (Week 12)
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Composite normalized reach distance during the Modified Star Excursion Balance Test.
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Baseline ( Day 0) and Post-Intervention (Week 12)
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Horizontal Distance in Multiple Five Bounds Test
기간: Baseline (Day 0) and Post-Intervention (Week 12)
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Horizontal distance achieved during the Multiple Five Bounds Test assessing horizontal power.
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Baseline (Day 0) and Post-Intervention (Week 12)
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Maximal Soccer Ball Kicking Distance
기간: Baseline (Day 0) and Post-Intervention (Week 12)
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Maximum horizontal distance of a soccer ball following a maximal instep kick.
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Baseline (Day 0) and Post-Intervention (Week 12)
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Stroop Reaction Time
기간: Baseline (Day 0) and Week 12
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Mean reaction time during incongruent trials of a computerized Stroop task.
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Baseline (Day 0) and Week 12
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공동 작업자 및 조사자
여기에서 이 연구와 관련된 사람과 조직을 찾을 수 있습니다.
수사관
- 수석 연구원: Elif Tuğçe t Çil Sertöz, Asst. Prof. Dr., Yeditepe University
연구 기록 날짜
이 날짜는 ClinicalTrials.gov에 대한 연구 기록 및 요약 결과 제출의 진행 상황을 추적합니다. 연구 기록 및 보고된 결과는 공개 웹사이트에 게시되기 전에 특정 품질 관리 기준을 충족하는지 확인하기 위해 국립 의학 도서관(NLM)에서 검토합니다.
연구 주요 날짜
연구 시작 (실제)
2026년 2월 1일
기본 완료 (실제)
2026년 4월 25일
연구 완료 (실제)
2026년 4월 25일
연구 등록 날짜
최초 제출
2025년 12월 29일
QC 기준을 충족하는 최초 제출
2026년 6월 10일
처음 게시됨 (실제)
2026년 6월 16일
연구 기록 업데이트
마지막 업데이트 게시됨 (실제)
2026년 6월 16일
QC 기준을 충족하는 마지막 업데이트 제출
2026년 6월 10일
마지막으로 확인됨
2026년 6월 1일
추가 정보
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