Detecting Distal Radial Fractures from Wrist Radiographs Using a Deep Convolutional Neural Network with an Accuracy Comparable to Hand Orthopedic Surgeons.
Takeshi SuzukiSatoshi MakiTakahiro YamazakiHiromasa WakitaYasunari ToguchiManato HoriiTomonori YamauchiKoui KawamuraMasaaki AramomiHiroshi SugiyamaYusuke MatsuuraTakeshi YamashitaSumihisa OritaSeiji OhtoriPublished in: J. Digit. Imaging (2022)
Keyphrases
- x ray images
- x ray
- convolutional neural network
- computer assisted
- computational cost
- high accuracy
- surgical training
- face detection
- classification accuracy
- radiographic images
- computational complexity
- neural network
- computational efficiency
- computer aided
- knn
- automatic detection
- highly accurate
- intraoperative
- ct scans
- fracture detection