AI-Based Hamstring Injury Risk Analysis and Effects of the FUNBALL Program
2026年6月10日 更新者：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.
調査の概要
詳細な説明
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.
研究の種類
介入
入学 (実際)
30
段階
- 適用できない
連絡先と場所
このセクションには、調査を実施する担当者の連絡先の詳細と、この調査が実施されている場所に関する情報が記載されています。
研究場所
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Büyükçekmece
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Istanbul、Büyükçekmece、トルコ（Türkiye）、34537
- Istanbulspor Ömer Sarıalioglu Football Team Facilitu
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参加基準
研究者は、適格基準と呼ばれる特定の説明に適合する人を探します。これらの基準のいくつかの例は、人の一般的な健康状態または以前の治療です。
適格基準
就学可能な年齢
- 大人
健康ボランティアの受け入れ
はい
説明
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
研究計画
このセクションでは、研究がどのように設計され、研究が何を測定しているかなど、研究計画の詳細を提供します。
研究はどのように設計されていますか？
デザインの詳細
- 主な目的：防止
- 割り当て：なし
- 介入モデル：単一グループの割り当て
- マスキング：なし（オープンラベル）
武器と介入
参加者グループ / アーム |
介入・治療 |
|---|---|
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実験的：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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この研究は何を測定していますか？
主要な結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
|---|---|---|
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Number of Participants Classified as High Hamstring Injury Risk by OpenPose-Based Biomechanical Analysis
時間枠：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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二次結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
|---|---|---|
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505 COD Agility Test
時間枠：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
時間枠：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 (%)
時間枠：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
時間枠：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
時間枠：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
時間枠：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
時間枠：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
時間枠：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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協力者と研究者
ここでは、この調査に関係する人々や組織を見つけることができます。
スポンサー
捜査官
- 主任研究者：Elif Tuğçe t Çil Sertöz, Asst. Prof. Dr.、Yeditepe University
研究記録日
これらの日付は、ClinicalTrials.gov への研究記録と要約結果の提出の進捗状況を追跡します。研究記録と報告された結果は、国立医学図書館 (NLM) によって審査され、公開 Web サイトに掲載される前に、特定の品質管理基準を満たしていることが確認されます。
主要日程の研究
研究開始 (実際)
2026年2月1日
一次修了 (実際)
2026年4月25日
研究の完了 (実際)
2026年4月25日
試験登録日
最初に提出
2025年12月29日
QC基準を満たした最初の提出物
2026年6月10日
最初の投稿 (実際)
2026年6月16日
学習記録の更新
投稿された最後の更新 (実際)
2026年6月16日
QC基準を満たした最後の更新が送信されました
2026年6月10日
最終確認日
2026年6月1日
詳しくは
この情報は、Web サイト clinicaltrials.gov から変更なしで直接取得したものです。研究の詳細を変更、削除、または更新するリクエストがある場合は、register@clinicaltrials.gov。 までご連絡ください。 clinicaltrials.gov に変更が加えられるとすぐに、ウェブサイトでも自動的に更新されます。