Cargando…

Diagnosis of nasal bone fractures on plain radiographs via convolutional neural networks

This study aimed to assess the performance of deep learning (DL) algorithms in the diagnosis of nasal bone fractures on radiographs and compare it with that of experienced radiologists. In this retrospective study, 6713 patients whose nasal radiographs were examined for suspected nasal bone fracture...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nam, Yoonho, Choi, Yangsean, Kang, Junghwa, Seo, Minkook, Heo, Soo Jin, Lee, Min Kyoung
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747951/ https://www.ncbi.nlm.nih.gov/pubmed/36513751 http://dx.doi.org/10.1038/s41598-022-26161-7

Ejemplares similares

Application of convolutional neural networks for distal radio-ulnar fracture detection on plain radiographs in the emergency room
por: Kim, Min Woong, et al.
Publicado: (2021)

Deep Learning-Assisted Diagnosis of Pediatric Skull Fractures on Plain Radiographs
por: Choi, Jae Won, et al.
Publicado: (2022)

How Trustworthy Are Clinical Examinations and Plain Radiographs for Diagnosis of Scaphoid Fractures?
por: Ghane, Mohammad Reza, et al.
Publicado: (2016)

Traumatic fractures in adults: missed diagnosis on plain radiographs in the Emergency Department
por: Pinto, Antonio, et al.
Publicado: (2018)

Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs Using Deep Convolutional Neural Networks
por: Tiulpin, Aleksei, et al.
Publicado: (2020)

A plain abdominal radiograph diagnosis of appendicitis()
por: Ekere, Collins, et al.
Publicado: (2013)

Clinical Implications of Focal Mineral Deposition in the Globus Pallidus on CT and Quantitative Susceptibility Mapping of MRI
por: Kim, Hyojin, et al.
Publicado: (2022)

Deep convolutional neural network for rib fracture recognition on chest radiographs
por: Huang, Shu-Tien, et al.
Publicado: (2023)

Diagnostic strategy for elderly patients with isolated greater trochanter fractures on plain radiographs
por: Moon, Nam Hoon, et al.
Publicado: (2018)

Automated detection of cervical ossification of the posterior longitudinal ligament in plain lateral radiographs of the cervical spine using a convolutional neural network
por: Miura, Masataka, et al.
Publicado: (2021)

Convolutional neural network for detecting rib fractures on chest radiographs: a feasibility study
por: Wu, Jiangfen, et al.
Publicado: (2023)

Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning
por: Hsieh, Chen-I, et al.
Publicado: (2021)

Convolutional-neural-network-based diagnosis of appendicitis via CT scans in patients with acute abdominal pain presenting in the emergency department
por: Park, Jin Joo, et al.
Publicado: (2020)

Machine learning for detecting moyamoya disease in plain skull radiography using a convolutional neural network
por: Kim, Tackeun, et al.
Publicado: (2018)

Machine Learning for Detecting Total Knee Arthroplasty Implant Loosening on Plain Radiographs
por: Kim, Man-Soo, et al.
Publicado: (2023)

Accuracy of plain radiographs in diagnosing biopsy-proven malignant bone lesions
por: Gerber, Erhardt, et al.
Publicado: (2019)

Deep learning classification of shoulder fractures on plain radiographs of the humerus, scapula and clavicle
por: Magnéli, Martin, et al.
Publicado: (2023)

Diagnosis of interproximal caries lesions with deep convolutional neural network in digital bitewing radiographs
por: Bayraktar, Yusuf, et al.
Publicado: (2021)

Context Aware Convolutional Neural Network for Children Caries Diagnosis on Dental Panoramic Radiographs
por: Zhou, Xiaojie, et al.
Publicado: (2022)

Abdominal aneurysm diagnosed by plain radiograph
por: Lo, Bruce M.
Publicado: (2010)

Are plain radiographs reliable in Lichtman classification?
por: Aydemir, Ahmet Nadir, et al.
Publicado: (2020)

Application of deep learning algorithm to detect and visualize vertebral fractures on plain frontal radiographs
por: Chen, Hsuan-Yu, et al.
Publicado: (2021)

Use of deep learning methods for hand fracture detection from plain hand radiographs
por: Üreten, Kemal, et al.
Publicado: (2022)

Artificial intelligence-based classification of bone tumors in the proximal femur on plain radiographs: System development and validation
por: Park, Chan-Woo, et al.
Publicado: (2022)

Analysis of polyethylene wear in plain radiographs: The number of radiographs influences the results
por: Stilling, Maiken, et al.
Publicado: (2009)

Nasal Carriage of 200 Patients with Nasal Bone Fracture in Korea
por: Lee, Jun Wook, et al.
Publicado: (2013)

Computer-aided diagnosis with a convolutional neural network algorithm for automated detection of urinary tract stones on plain X-ray
por: Kobayashi, Masaki, et al.
Publicado: (2021)

Traumatic Arthrotomy with Pneumarthrosis on Plain Radiograph of the Knee
por: Roberts, Timothy D.
Publicado: (2016)

Abdominal Plain Radiograph in Neonatal Intestinal Obstruction
por: Prasad, G Raghavendra, et al.
Publicado: (2017)

Evaluation of abdominal gas by plain abdominal radiographs
por: Barba, Elizabeth, et al.
Publicado: (2022)

Plain Radiography of the Hip: A Review of Radiographic Techniques and Image Features
por: Lim, Seung-Jae, et al.
Publicado: (2015)

Automatic Segmentation for Favourable Delineation of Ten Wrist Bones on Wrist Radiographs Using Convolutional Neural Network
por: Kang, Bo-kyeong, et al.
Publicado: (2022)

Development and Validation of a Deep Learning Model Using Convolutional Neural Networks to Identify Scaphoid Fractures in Radiographs
por: Yoon, Alfred P., et al.
Publicado: (2021)

Fracture of the Nasal Bones
Publicado: (1848)

Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs
por: Cheng, Chi-Tung, et al.
Publicado: (2019)

Proximal Humerus Fractures: Reliability of Neer Versus AO Classification on Plain Radiographs and Computed Tomography
por: Stoddart, Michael, et al.
Publicado: (2020)

Silicone Implant Sandwiched between Intact Nasal Bones with Fractured Nasal Bone Segments
por: Woo, Soo Hyun, et al.
Publicado: (2017)

Clinical indications for plain abdominal radiographs: A survey study among radiographers
por: Burrell, Lynn, et al.
Publicado: (2023)

Reproducibility of abnormality detection on chest radiographs using convolutional neural network in paired radiographs obtained within a short-term interval
por: Cho, Yongwon, et al.
Publicado: (2020)

High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks
por: Rajkomar, Alvin, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_d4vpuhjerpdrbi67gki4hedeb5