Automated Strategy for Tissue Analysis in Anatomic Pathology: Fiducial Marker Integration and Multisurface Tissue Comparison

Engineering, Information Science, Automation, Artificial Intelligence, Medicine, Medical Laboratory Science,
automation   tissue analysis   fiducial marker   anatomic pathology   neural network  

Automated Strategy for Tissue Analysis in Anatomic Pathology: Fiducial Marker Integration and Multisurface Tissue Comparison Background Introduction In anatomic pathology laboratories, many processes still rely on manual operations, especially in the preparation and processing of paraffin-embedded tissue blocks (PETBs). Manual operations not only l...

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

Information Science, Computer Science, Artificial Intelligence, Medicine, Medical Laboratory Science, Neurology,
sleep stage scoring   deep learning   single-channel EEG   convolutional neural networks   bidirectional LSTMs   feature extraction   automation  

DeepSleepNet: An Automatic Sleep Stage Scoring Model Based on Single-Channel EEG Background Introduction Sleep has a significant impact on human health, and monitoring sleep quality is crucial in medical research and practice. Typically, sleep experts score sleep stages by analyzing various physiological signals such as electroencephalogram (EEG), ...