Deep learning approach for disease detection in lumbosacral spine radiographs using ConvNet

Author:

de Abreu Vieira Pablo12,Vogado Luis12,Lopes Lucas12,Ricardo Ricardo12,Santos Neto Pedro12,Mathew Mano Joseph3,Magalhães Deborah14,Silva Romuere14

Affiliation:

1. Graduate Program in Computer Science – UFMA/UFPI Association, Federal University of Piauí – (UFPI), Teresina, PI, Brazil

2. Research Department, Maida Health Research and Development Department – (R&D), Teresina, PI, Brazil

3. Information Systems, EFREI Research Lab - France, Picos, PI, Brazil

4. Information Systems is the department, Information Systems Federal University of Piauí – (UFPI), Picos, PI, Brazil

Publisher

Informa UK Limited

Subject

Computer Science Applications,Radiology, Nuclear Medicine and imaging,Biomedical Engineering,Computational Mechanics

Reference51 articles.

1. Andrew L, Scott G 2016. Fast algorithms for convolutional neural networks. In: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA. p. 4013–4021.

2. Cobb Angle Measurement of Spine from X-Ray Images Using Convolutional Neural Network

3. Classification of coronal imbalance in adult scoliosis and spine deformity: a treatment-oriented guideline

4. Facial expression recognition for monitoring neurological disorders based on convolutional neural network

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