There have been many registered cases of bone cancer or tumor across the world with fatal cases involving in deaths too due to bone cancer. Thus, detecting them at the early stages becomes necessary which can save many lives. In today's world, tumor is detected using MRI scans, and the ...
Forchheim, Germany) datasets from individual patients were used to generate synthetic X-ray images. Each CT volume has a voxel size of 0.5×0.5×0.7mm3, and≈1000 slices. Each CT volume underwent forward projection by ray tracing based on a cone-beam geometry. Virtual X-ray beams traverse t...
Bone cancer is a rare in which cells in the bone grow out of control, resulting in destroying the normal bone tissue. A benign type of bone cancer is harmless and does not spread to other body parts, whereas a malignant type can spread to other body part
Petersen MM (2000) Bone mineral measurements at the knee using dual photon and dual energy X-ray absorptiometry: Methodological evaluation and clinical studies focusing on adaptive bone remodeling following lower extremity fracture, total knee arthroplasty, and partial versus total meniscectomy. Acta ...
Therefore, this paper aims to propose a deep learning based system that combines the CNN and LSTM networks to automatically detect COVID-19 from X-ray images. In the proposed system, CNN is used for feature extraction and LSTM is used to classify COVID-19 based on those features. The LSTM...
In a practical application, X-ray backscatter imaging used to detect elastic and inelastic back-scattered X-rays from a sample (detected from the front side of a sample) was developed16, and it was used for checking the inner structure of infrastructures that X-rays cannot pass through. that...
On the contrary to the conventional 2D X-ray; which uses a fixed X-ray tube that does not provide much detail. 3D CT scan is a nondestructive scanning technology that has the advantage of providing a very detailed view of the lung of bone, soft tissue, and blood vessels [2]. ...
Intensity-based registration needs large overlap between the consecutive X-ray images, which is undesirable for X-ray image stitching since it increases the radiation. On the other hand, it is hard to detect anatomical features reliably and accurately in the X-ray images for feature-based ...
In the present study, the AUC from X-ray assessment ranged from 0.626 to 0.875 across surgeons, and the AUC using the ave.pred-score was 0.890, indicating that surgeons’ assessment had high predictive ability to detect osteoporosis from hip X-rays. Conversely, the causality of each surgeon ...
The system of the present invention uses x-rays having a narrow fan beam to scan patients for bone density and soft tissue body composition measurement and imaging. In addition to single pass scanning