[HTML][HTML] A systematic literature review of 3D deep learning techniques in computed tomography reconstruction

H Rahman, AR Khan, T Sadiq, AH Farooqi, IU Khan… - Tomography, 2023 - mdpi.com
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 …

[HTML][HTML] Automated computer-aided detection and classification of intracranial hemorrhage using ensemble deep learning techniques

S Umapathy, M Murugappan, D Bharathi, M Thakur - Diagnostics, 2023 - mdpi.com
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 …

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 …

[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 …

[HTML][HTML] Classification of holograms with 3D-CNN

D Terbe, L Orzó, Á Zarándy - Sensors, 2022 - mdpi.com
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 …

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 …