Baloglu UB - Search Results

1

A new approach for arrhythmia classification using deep coded features and LSTM networks.

Yildirim O, Baloglu UB, Tan RS, Ciaccio EJ, Acharya UR. Yildirim O, et al. Among authors: baloglu ub. Comput Methods Programs Biomed. 2019 Jul;176:121-133. doi: 10.1016/j.cmpb.2019.05.004. Epub 2019 May 10. Comput Methods Programs Biomed. 2019. PMID: 31200900

2

A Deep Learning Model for Automated Sleep Stages Classification Using PSG Signals.

Yildirim O, Baloglu UB, Acharya UR. Yildirim O, et al. Among authors: baloglu ub. Int J Environ Res Public Health. 2019 Feb 19;16(4):599. doi: 10.3390/ijerph16040599. Int J Environ Res Public Health. 2019. PMID: 30791379 Free PMC article.

3

Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals.

Ay B, Yildirim O, Talo M, Baloglu UB, Aydin G, Puthankattil SD, Acharya UR. Ay B, et al. Among authors: baloglu ub. J Med Syst. 2019 May 28;43(7):205. doi: 10.1007/s10916-019-1345-y. J Med Syst. 2019. PMID: 31139932

4

Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals.

Yildirim O, Talo M, Ay B, Baloglu UB, Aydin G, Acharya UR. Yildirim O, et al. Among authors: baloglu ub. Comput Biol Med. 2019 Oct;113:103387. doi: 10.1016/j.compbiomed.2019.103387. Epub 2019 Aug 9. Comput Biol Med. 2019. PMID: 31421276

5

Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review.

Murat F, Yildirim O, Talo M, Baloglu UB, Demir Y, Acharya UR. Murat F, et al. Among authors: baloglu ub. Comput Biol Med. 2020 May;120:103726. doi: 10.1016/j.compbiomed.2020.103726. Epub 2020 Apr 8. Comput Biol Med. 2020. PMID: 32421643 Review.

6

Convolutional neural networks for multi-class brain disease detection using MRI images.

Talo M, Yildirim O, Baloglu UB, Aydin G, Acharya UR. Talo M, et al. Among authors: baloglu ub. Comput Med Imaging Graph. 2019 Dec;78:101673. doi: 10.1016/j.compmedimag.2019.101673. Epub 2019 Oct 10. Comput Med Imaging Graph. 2019. PMID: 31635910

7

Automated detection of COVID-19 cases using deep neural networks with X-ray images.

Ozturk T, Talo M, Yildirim EA, Baloglu UB, Yildirim O, Rajendra Acharya U. Ozturk T, et al. Among authors: baloglu ub. Comput Biol Med. 2020 Jun;121:103792. doi: 10.1016/j.compbiomed.2020.103792. Epub 2020 Apr 28. Comput Biol Med. 2020. PMID: 32568675 Free PMC article.

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