AI-Based Hamstring Injury Risk Analysis and Effects of the FUNBALL Program
10. Juni 2026 aktualisiert von: 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.
Studienübersicht
Status
Abgeschlossen
Bedingungen
Intervention / Behandlung
Detaillierte Beschreibung
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.
Studientyp
Interventionell
Einschreibung (Tatsächlich)
30
Phase
- Unzutreffend
Kontakte und Standorte
Dieser Abschnitt enthält die Kontaktdaten derjenigen, die die Studie durchführen, und Informationen darüber, wo diese Studie durchgeführt wird.
Studienorte
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Büyükçekmece
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Istanbul, Büyükçekmece, Türkei (türkiye), 34537
- Istanbulspor Ömer Sarıalioglu Football Team Facilitu
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Teilnahmekriterien
Forscher suchen nach Personen, die einer bestimmten Beschreibung entsprechen, die als Auswahlkriterien bezeichnet werden. Einige Beispiele für diese Kriterien sind der allgemeine Gesundheitszustand einer Person oder frühere Behandlungen.
Zulassungskriterien
Studienberechtigtes Alter
- Erwachsene
Akzeptiert gesunde Freiwillige
Ja
Beschreibung
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
Studienplan
Dieser Abschnitt enthält Einzelheiten zum Studienplan, einschließlich des Studiendesigns und der Messung der Studieninhalte.
Wie ist die Studie aufgebaut?
Designdetails
- Hauptzweck: Verhütung
- Zuteilung: N / A
- Interventionsmodell: Einzelgruppenzuweisung
- Maskierung: Keine (Offenes Etikett)
Waffen und Interventionen
Teilnehmergruppe / Arm |
Intervention / Behandlung |
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Experimental: 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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Was misst die Studie?
Primäre Ergebnismessungen
Ergebnis Maßnahme |
Maßnahmenbeschreibung |
Zeitfenster |
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Number of Participants Classified as High Hamstring Injury Risk by OpenPose-Based Biomechanical Analysis
Zeitfenster: 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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Sekundäre Ergebnismessungen
Ergebnis Maßnahme |
Maßnahmenbeschreibung |
Zeitfenster |
|---|---|---|
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505 COD Agility Test
Zeitfenster: 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
Zeitfenster: 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 (%)
Zeitfenster: 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
Zeitfenster: 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
Zeitfenster: 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
Zeitfenster: 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
Zeitfenster: 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
Zeitfenster: 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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Mitarbeiter und Ermittler
Hier finden Sie Personen und Organisationen, die an dieser Studie beteiligt sind.
Sponsor
Ermittler
- Hauptermittler: Elif Tuğçe t Çil Sertöz, Asst. Prof. Dr., Yeditepe University
Studienaufzeichnungsdaten
Diese Daten verfolgen den Fortschritt der Übermittlung von Studienaufzeichnungen und zusammenfassenden Ergebnissen an ClinicalTrials.gov. Studienaufzeichnungen und gemeldete Ergebnisse werden von der National Library of Medicine (NLM) überprüft, um sicherzustellen, dass sie bestimmten Qualitätskontrollstandards entsprechen, bevor sie auf der öffentlichen Website veröffentlicht werden.
Haupttermine studieren
Studienbeginn (Tatsächlich)
1. Februar 2026
Primärer Abschluss (Tatsächlich)
25. April 2026
Studienabschluss (Tatsächlich)
25. April 2026
Studienanmeldedaten
Zuerst eingereicht
29. Dezember 2025
Zuerst eingereicht, das die QC-Kriterien erfüllt hat
10. Juni 2026
Zuerst gepostet (Tatsächlich)
16. Juni 2026
Studienaufzeichnungsaktualisierungen
Letztes Update gepostet (Tatsächlich)
16. Juni 2026
Letztes eingereichtes Update, das die QC-Kriterien erfüllt
10. Juni 2026
Zuletzt verifiziert
1. Juni 2026
Mehr Informationen
Begriffe im Zusammenhang mit dieser Studie
Schlüsselwörter
Andere Studien-ID-Nummern
- Yeditepe U1
Plan für individuelle Teilnehmerdaten (IPD)
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JA
IPD-Sharing-Zeitrahmen
January 2026-January 2027
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- STUDIENPROTOKOLL
- SAFT
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- ANALYTIC_CODE
- CSR
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Studiert ein von der US-amerikanischen FDA reguliertes Geräteprodukt
Nein
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