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Medical Device Network on MSN1d
PathAI’s digital pathology image management system gains FDA clearance
The US Food and Drug Administration (FDA) has granted 510 (k) clearance to PathAI for its digital pathology image management ...
IEEE11d
Content-Adaptive U-Net Architecture for Medical Image Segmentation
In this paper, we introduce a modification of the popular U-Net neural network architecture for medical image segmentation. Our proposed architecture replaces the concatenation operations in the ...
IEEE14d
Enhancing Medical Image Classification with Streamlined-EvidNet: A Robust Neural Network Architecture - IEEE Xplore
Accurate classification of medical images is crucial for automated analysis and disease diagnosis. Traditional deep learning methods often struggle with challenges such as variations in image quality ...
GitHub16d
FengheTan9/Medical-Image-Segmentation-Benchmarks: A Pytorch implement of medical image segmentation U-shape architecture benchmarks - GitHub
The BUSI collected 780 breast ultrasound images, including normal, benign and malignant cases of breast cancer with their corresponding segmentation results. We only used benign and malignant images ...
Federal Register19d
Medical Devices; Immunology and Microbiology Devices; Classification of the Clinical Mass Spectrometry Microorganism Identification and Differentiation System - Federal Register
II. De Novo Classification. On September 29, 2017, FDA received Bruker Daltonik GmbH's request for De Novo classification of the MALDI Biotyper CA System. FDA reviewed the request in order to classify ...
GitHub28d
NeuroZen: Real-Time EEG Meditation System - GitHub
This repository hosts the complete real-time meditation classification system powered by EEG data from the FRENZ Brainband. The system performs real-time biosignal processing, deep learning-based ...