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Medical Device Network on MSN2d
FDA grants 510(k) clearance for Philips’ deep learning reconstruction software
The US Food and Drug Administration (FDA) has granted 510 (k) clearance for Philips’ SmartSpeed Precise deep learning ...
IEEE27d
Dental Crowding Prediction from Occlusal View Images Using Deep Learning - IEEE Xplore
Dental crowding is a widespread dental problem that affects people with malocclusion. It occurs when there is a lack of space for teeth, which results in misaligned teeth. Crowded teeth can cause a ...
IEEE1mon
A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images - IEEE Xplore
Retinal Fluids (fluid collections) develop because of the accumulation of fluid in the retina, which may be caused by several retinal disorders, and can lead to loss of vision. Optical coherence ...
IEEE2mon
Dental Caries Detection Using Score-Based Multi-Input Deep Convolutional Neural Network - IEEE Xplore
Panoramic and periapical radiograph tools help dentists in diagnosing the most common dental diseases, such as dental caries. Generally, dental caries is manually diagnosed by dentists based on ...
IEEE2mon
Privacy-Preserving Object Detection for Medical Images With Faster R-CNN - IEEE Xplore
In this paper, we propose a lightweight privacy-preserving Faster R-CNN framework (SecRCNN) for object detection in medical images. Faster R-CNN is one of the most outstanding deep learning models for ...
Frontiers3mon
Deep learning-based optical coherence tomography and retinal images for detection of diabetic retinopathy: a systematic and meta analysis - Frontiers
3 Xin ‘an Medical and Chinese Medicine Modernization Research Institute, Hefei Comprehensive National Science Center, Hefei, Anhui, China Objective: To systematically review and meta-analyze the ...
IEEE4mon
CNN - Powered Deep Learning Framework for Advanced Image Steganography and Data Security - IEEE Xplore
Image steganography, the art of concealing information within images, has advanced significantly with the integration of deep learning, enhancing both data security and concealment. In this study, we ...
Scientific Research Publishing4mon
Diabetic Retinopathy Detection with Deep Learning: A ResNet-CNN Model Enhanced by Attention Mechanism and Ensemble Learning - Scientific Research Publishing
Diabetic retinopathy (DR), a leading cause of vision impairment worldwide, primarily impacts individuals with diabetes, making early detection vital to prevent irreversible vision loss. Leveraging ...
SciELO5mon
Demystifying artificial intelligence and deep learning in dentistry - SciELO - Brasil
Reinforcement learning is used to solve different games and achieve superhuman performance. Among those domains mentioned above the supervised learning approach is the most widely applied in ...