Fracture detection
Detection of fractures with high miss-risk (elderly proximal femur, pediatric supracondylar humerus, and more).
Orthopedics AI Custom Development
We provide custom development of orthopedics AI using X-ray imaging (fracture and bone-tumor detection, etc.) — from problem framing and PoC onward. We build with rapid diagnostic support in emergency and primary care, and efficient triage to specialists, in mind.
What is orthopedics AI custom development?
Orthopedics AI custom development is a service in which a specialist company designs, builds, and validates AI — for fracture and bone-tumor detection and triage support on images such as X-ray. Kewel is working on proximal femur fractures, pediatric supracondylar humerus fractures, and bone-tumor detection, and develops it together with our in-house specialist physicians.
Modalities
X-ray
Target diseases / sites (examples)
CT / MRI and others are considered per challenge.
- Proximal femur fractures (common in the elderly)
- Pediatric supracondylar humerus fractures
- Primary bone tumors (osteosarcoma, Ewing sarcoma, osteochondroma, enchondroma, osteoid osteoma, giant cell tumor of bone, etc.)
- Myeloma and bone metastases
- Other fractures and bone lesions
What we build on commission
Bone-tumor detection
Detection of bone tumors (primary bone tumors, myeloma, and bone metastases) from X-ray images. We also design, to fit your challenge, how other bone lesions such as tumor-like lesions are handled and how images taken from multiple angles are assessed at the case level.
Design for emergency / primary care
Models and workflows designed for rapid diagnostic support and efficient triage to specialists.
Data design & annotation
Annotation and dataset construction under the supervision of our in-house specialist physicians.
Kewel's strengths in this domain
- Ongoing work on fracture / bone-tumor detection from X-ray
- Design oriented to rapid diagnostic support in emergency and primary care
- Work in high-impact areas (elderly and pediatric fractures)
- Collaboration with our in-house specialist physicians
Frequently Asked Questions
- Can you develop for a limited site / fracture type?
- Yes. We can narrow the target site and fracture type and proceed step by step from a PoC.
- Can you handle modalities other than X-ray (CT, MRI)?
- We consider it based on the problem. Please consult us with the data you have.
- Can you work toward SaMD?
- We design and develop with explainability and SaMD readiness in mind. For regulatory affairs, we currently work with a regulatory CRO (contract research organization).
Custom development in other clinical domains
Looking for a medical AI development partner?
We can start from problem scoping and a PoC. Please feel free to get in touch.