Automated classification of hip fractures using deep convolutional neural networks with orthopedic surgeon-level accuracy: ensemble decision-making with antero-posterior and lateral radiographs

Yutoku Yamadaa Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan;b Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Satoshi Makia Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, JapanCorrespondence[email protected]

Shunji Kishidab Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Haruki Nagaib Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Junnosuke Arimaa Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan;c Department of Orthopaedic Surgery, Oyumino Central Hospital

Nanako Yamakawab Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Yasushi Iijimab Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Yuki Shikod Biostatistics Section, Clinical Research Center, Chiba University Hospital

Yohei Kawasakid Biostatistics Section, Clinical Research Center, Chiba University Hospital

Toshiaki Kotanib Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Yasuhiro Shigaa Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan

Kazuhide Inagea Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan

Sumihisa Oritaa Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan;e Center for Frontier Medical Engineering, Chiba University

Yawara Eguchia Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan

Hiroshi Takahashif Department of Orthopaedic Surgery, Toho University Sakura Medical Center, Japan

Takeshi Yamashitac Department of Orthopaedic Surgery, Oyumino Central Hospital

Shohei Minamib Department of Orthopaedic Surgery, Seirei Sakura Citizen Hospital

Seiji Ohtoria Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Japan

show all

Automated classification of hip fractures using deep convolutional neural networks with orthopedic surgeon-level accuracy: ensemble decision-making with antero-posterior and lateral radiographs

Supplemental Material

Information for

Open access

Opportunities

Help and information

Your download is now in progress and you may close this window

Login or register to access this feature

Automated classification of hip fractures using deep convolutional neural networks with orthopedic surgeon-level accuracy: ensemble decision-making with antero-posterior and lateral radiographs

Supplemental Material

Related research

To cite this article:

Download citation

Information for

Open access

Opportunities

Help and information

Keep up to date