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Creating a Unified Scoring System for Better Management of Complex Hand Injuries using AI

Integrating existing hand injury scoring systems to develop an artificial intelligence-based algorithm utilizing electronic health records , for prognostication of hand and upper limb injury outcomes - NIL

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
CTRI
Registry ID
CTRI/2025/12/098706
Enrollment
1112
Registered
2025-12-09
Start date
Unknown
Completion date
Unknown
Last updated
2026-01-12

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

Conditions

Health Condition 1: S60-S69- Injuries to the wrist, hand and fingers Health Condition 2: S50-S59- Injuries to the elbow and forearm Health Condition 3: S40-S49- Injuries to the shoulder and upper arm

Interventions

Intervention1: Nil: Nil Intervention2: Nil: Nil

Sponsors

bimal varghese Balu
Lead Sponsor

Eligibility

Inclusion criteria

Inclusion criteria: All patients that presenting to kasturba medical college Hospital with hand or upper limb injury

Exclusion criteria

Exclusion criteria: Incomplete medical records

Design outcomes

Primary

MeasureTime frame
Electronic health record for Acute hand and upper limb injury Timepoint: The study utilizes variable time points depending on the specific prediction target. Immediate (at presentation): Assessing injury severity, surgical timing, and amputation vs. salvage necessity. Intermediate (early post-op): Predicting risk of infection requiring re-debridement. Long-term: Forecasting functional range of movement. These outcomes are validated throughout the 8-month prospective study period.—

Secondary

MeasureTime frame
Comprehensive score using AI based algorithms from the identified dominant parametersTimepoint: 5 months;Identify dominant parameters that influence the score from multiple scoring system using feature engineering from machine learningTimepoint: 5 months—

Countries

India

Contacts

Public ContactBimal Varghese Balu

Kasturba Medical College (KMC), Manipal

anil.bhat@manipal.edu9008419336

Outcome results

None listed

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