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[HTML][HTML] A systematic literature review of 3D deep learning techniques in computed tomography reconstruction
Computed tomography (CT) is used in a wide range of medical imaging diagnoses.
However, the reconstruction of CT images from raw projection data is inherently complex …
However, the reconstruction of CT images from raw projection data is inherently complex …
[HTML][HTML] Automated computer-aided detection and classification of intracranial hemorrhage using ensemble deep learning techniques
Diagnosing Intracranial Hemorrhage (ICH) at an early stage is difficult since it affects the
blood vessels in the brain, often resulting in death. We propose an ensemble of …
blood vessels in the brain, often resulting in death. We propose an ensemble of …
A deep convolutional neural network-XGB for direction and severity aware fall detection and activity recognition
AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby - Sensors, 2022 - mdpi.com
Activity and Fall detection have been a topic of keen interest in the field of ambient assisted
living system research. Such systems make use of different sensing mechanisms to monitor …
living system research. Such systems make use of different sensing mechanisms to monitor …
[HTML][HTML] Surface defect detection of bearing rings based on an improved YOLOv5 network
H Xu, H Pan, J Li - sensors, 2023 - mdpi.com
Considering the characteristics of complex texture backgrounds, uneven brightness, varying
defect sizes, and multiple defect types of the bearing surface images, a surface defect …
defect sizes, and multiple defect types of the bearing surface images, a surface defect …
[HTML][HTML] Classification of holograms with 3D-CNN
A hologram, measured by using appropriate coherent illumination, records all substantial
volumetric information of the measured sample. It is encoded in its interference patterns and …
volumetric information of the measured sample. It is encoded in its interference patterns and …
Computer-aided diagnosis of melanoma subtypes using reflectance confocal images
A Mandal, S Priyam, HH Chan, BM Gouveia, P Guitera… - Cancers, 2023 - mdpi.com
Simple Summary Melanoma is a serious public health concern that causes significant illness
and death, especially among young adults in Australia and New Zealand. Reflectance …
and death, especially among young adults in Australia and New Zealand. Reflectance …