Purpose |
Characterization of congenital and acquired foot deformities on radiographs |
Tag(s) |
bilateral foot, foot, x-rays, radiographs, congenital foot, pes, feet, calcaneal pitch, weight-bearing |
Panel |
Pediatric |
Define-AI ID |
21010014 |
Originator |
Pediatrics Panel |
Lead | Viet Le & Alex Towbin |
Panel Chair |
Steven Blumer |
Panel Reviewers |
Pediatric Panel |
License |
Creative Commons 4.0 |
Status | Public Comment |
RadElement Set | RDES203 |
Multiple angles and measurements can be used to evaluate abnormal development of the foot, but the task of obtaining these can be cumbersome and time-intensive. An automated method for obtaining a series of angle measurements and bony relationships, which can eventually be used to characterize foot deformities, should improve the radiologists’ workflow.
For our use case(s), we will first focus on automating measurement of a series of different angles and bony associations on foot radiographs, which can then be compiled to determine the presence vs. absence of a foot deformity. If present, our hope is for the algorithm to further diagnose/characterize the specific foot deformity. Ultimately, this may be expanded to include additional modalities, such as CT.
For this particular use case, we will limit our evaluation to measuring the calcaneal pitch. Additional use cases include the AP and lateral talocalcaneal angles, talo-1st metatarsal angle, talonavicular axis, 1st metatarsophalangeal angle, Meary’s angle, and the tibial-calcaneal angle.
3 year-old female presents to the pediatrician with abnormal gait and in-toeing. Bilateral, weight-bearing 3-view foot radiographs are obtained for evaluation of foot deformities.
6 month-old male presents for contractures/abnormal positioning of the feet. Bilateral, 3-view simulated weight-bearing foot radiographs are obtained for evaluation of foot deformities.
Radiographs of the foot/feet are ordered, obtained, sent to PACS and the algorithm is triggered.
The algorithm delivers the following outputs: calcaneal pitch, and normal vs. abnormal pitch
Procedures |
X-ray, Foot Radiograph, Foot |
Gender |
Male, Female |
Age (years) |
0-18 |
Views |
Lateral |
Technique |
Weight-bearing,Simulated weight-bearing or Erect |
Anatomy |
Foot |
Confounders |
Cast, Splint, Brace, Non-weight-bearing, Supine |
DICOM Study
Procedure |
X-ray, Foot Radiograph |
Views |
Lateral |
Data Type |
DICOM |
Modality |
X-ray |
Body Region |
Lower Extremity |
Anatomic Focus |
Foot |
Calcaneal Pitch
RadElement ID |
|
Definition |
The angle between the calcaneal inclination axis and the supporting horizontal surface on a weight-bearing AP foot radiograph. |
Data Type |
Numerical |
Value Set |
0-90 |
Units |
Degrees |
Normal vs. Abnormal
RadElement ID |
|
Definition |
Normal for calcaneal pitch is between 20-30 degrees. |
Data Type |
Categorical |
Value Set |
|
Units |
N/A |
Pes Planus vs. Pes Cavus
RadElement ID |
|
Definition |
Calcaneal pitch measurement can determine a pes planus or pes cavus |
Data Type |
Categorical |
Value Set |
|
Units |
N/A |
As mentioned in the Value Proposition, future development ideas include
Additional angle measurements
Bony relationships in the foot
Diagnosis of foot deformities if present (“diagnostic use cases”)
Improvement from prior studies if comparisons are available
Extrapolation to another imaging modality, such as CT