Hand2Shoulder.ai
Research & Publications
Ongoing research, scientific publications, case studies and opportunities for academic collaboration.
Validating an Automated Fracture-Detection Model Against Consultant Read: Study Protocol
An ongoing study protocol comparing automated image-analysis flagging against consultant radiologist and surgeon review for wrist and hand fractures.
Our Research Agenda: AI and Digital Innovation in Upper-Extremity Care
An overview of the current research priorities behind hand2shoulderclinic.ai — what we're investigating and why.
Building a Prospective Upper-Limb Outcomes Registry
Why we're building a structured, ongoing outcomes registry across our upper-extremity practice, and how it's designed.
Pilot Study: Predicting Early Recovery After Distal Radius Fixation
An ongoing pilot study exploring whether early post-operative motion and imaging data can predict functional recovery trajectory.
Digital Rehabilitation Adherence Study: Preliminary Design Notes
Early design thinking behind a planned study comparing adherence and outcomes between app-guided and standard clinic-based hand therapy.
Case Series: Reconstructive Strategy in Brachial Plexus Injuries
A retrospective look at reconstructive decision-making across a series of brachial plexus injury cases, structured for academic discussion.