Berkovsky S - Search Results

1

Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves.

Sharan RV, Berkovsky S, Taib R, Koprinska I, Li J. Sharan RV, et al. Among authors: berkovsky s. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:62-65. doi: 10.1109/EMBC44109.2020.9176108. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33017931

2

ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea.

Sharan RV, Berkovsky S, Xiong H, Coiera E. Sharan RV, et al. Among authors: berkovsky s. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:637-640. doi: 10.1109/EMBC44109.2020.9175998. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33018068

3

Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks.

Sharan RV, Berkovsky S, Liu S. Sharan RV, et al. Among authors: berkovsky s. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:998-1001. doi: 10.1109/EMBC44109.2020.9176006. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33018153

4

Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model.

Xiong H, Berkovsky S, Sharan RV, Liu S, Coiera E. Xiong H, et al. Among authors: berkovsky s. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:2155-2158. doi: 10.1109/EMBC44109.2020.9175454. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33018433

5

Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks.

Sharan RV, Berkovsky S. Sharan RV, et al. Among authors: berkovsky s. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:545-548. doi: 10.1109/EMBC44109.2020.9176243. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33018047

6

Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks.

Sharan RV, Xiong H, Berkovsky S. Sharan RV, et al. Among authors: berkovsky s. Sensors (Basel). 2021 May 14;21(10):3434. doi: 10.3390/s21103434. Sensors (Basel). 2021. PMID: 34069189 Free PMC article.

7

Weak label based Bayesian U-Net for optic disc segmentation in fundus images.

Xiong H, Liu S, Sharan RV, Coiera E, Berkovsky S. Xiong H, et al. Among authors: berkovsky s. Artif Intell Med. 2022 Apr;126:102261. doi: 10.1016/j.artmed.2022.102261. Epub 2022 Feb 26. Artif Intell Med. 2022. PMID: 35346443

8

Prediction of anxiety disorders using a feature ensemble based bayesian neural network.

Xiong H, Berkovsky S, Romano M, Sharan RV, Liu S, Coiera E, McLellan LF. Xiong H, et al. Among authors: berkovsky s. J Biomed Inform. 2021 Nov;123:103921. doi: 10.1016/j.jbi.2021.103921. Epub 2021 Oct 8. J Biomed Inform. 2021. PMID: 34628061 Free article.

9

Identifying daily activities of patient work for type 2 diabetes and co-morbidities: a deep learning and wearable camera approach.

Xiong H, Phan HN, Yin K, Berkovsky S, Jung J, Lau AYS. Xiong H, et al. Among authors: berkovsky s. J Am Med Inform Assoc. 2022 Jul 12;29(8):1400-1408. doi: 10.1093/jamia/ocac071. J Am Med Inform Assoc. 2022. PMID: 35582885 Free PMC article.

10

Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning.

Liu S, Shah Z, Sav A, Russo C, Berkovsky S, Qian Y, Coiera E, Di Ieva A. Liu S, et al. Among authors: berkovsky s. Sci Rep. 2020 May 7;10(1):7733. doi: 10.1038/s41598-020-64588-y. Sci Rep. 2020. PMID: 32382048 Free PMC article.

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