Journal•ISSN: 0208-5216
Biocybernetics and Biomedical Engineering
Elsevier BV
About: Biocybernetics and Biomedical Engineering is an academic journal published by Elsevier BV. The journal publishes majorly in the area(s): Computer science & Artificial intelligence. It has an ISSN identifier of 0208-5216. Over the lifetime, 1022 publications have been published receiving 15760 citations.
Topics: Computer science, Artificial intelligence, Segmentation, Convolutional neural network, Pattern recognition (psychology)
Papers published on a yearly basis
Papers
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TL;DR: The results reveal the effectiveness of the proposed method in classifying brain tumor via MRI images and can be readily used in practice for assisting the doctor to diagnose brain tumors in an early stage.
307 citations
TL;DR: The proposed sleep staging algorithm is a data-driven and robust automatic sleep staging scheme that uses single channel EEG signal and its non-REM 1 stage detection accuracy is better than most of the existing works.
204 citations
TL;DR: An alternative diagnostic tool to detect COVID-19 cases utilizing available resources and advanced deep learning techniques is proposed in this work, and the efficacy of proposed method in present need of time is shown.
203 citations
TL;DR: The research conducted and commercially available devices are presented, and their actuation, hardware, and movements they make possible are described and possible challenges and improvements are outlined.
196 citations
TL;DR: In this article, the authors compared deep learning-based feature extraction frameworks for automatic COVID-19 classification, and found that the DenseNet121 feature extractor with Bagging tree classifier achieved the best performance with 99% classification accuracy.
138 citations