Manisha Saravagi
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View article: Predicting Lumbar Spondylolisthesis: A Hybrid Deep Learning Approach
Predicting Lumbar Spondylolisthesis: A Hybrid Deep Learning Approach Open
Spondylolisthesis is a chronic disease, and a timely diagnosis of it may help in avoiding surgery. Disease identification in x-ray radiographs is very challenging. Strengthening the feature extraction tool in VGG16 has improved the classif…
View article: Diagnosis of Lumbar Spondylolisthesis Using a Pruned CNN Model
Diagnosis of Lumbar Spondylolisthesis Using a Pruned CNN Model Open
Convolutional neural network (CNN) models have made tremendous progress in the medical domain in recent years. The application of the CNN model is restricted due to a huge number of redundant and unnecessary parameters. In this paper, the …
View article: Diagnosis of Lumbar Spondylolisthesis Using Optimized Pretrained CNN Models
Diagnosis of Lumbar Spondylolisthesis Using Optimized Pretrained CNN Models Open
Spondylolisthesis refers to the slippage of one vertebral body over the adjacent one. It is a chronic condition that requires early detection to prevent unpleasant surgery. The paper presents an optimized deep learning model for detecting …