Distal femoral fractures are uncommon in the newborn period, and conventional radiographs can miss the diagnosis in infants born prematurely due to delayed ossification. Hence, modalities like ultrasound may have a role in diagnosis. Herein, we report a male infant born preterm with a swollen knee due to a distal femoral fracture after a non‐traumatic Caesarean section. The fracture was not present on the conventional radiograph. Instead, it was detected on a repeat sonogram and healed spontaneously with no complications. This case describes the importance of musculoskeletal radiographic expertise for diagnosis of this uncommon newborn fracture.