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Items: 8

1.

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

Talo M, Yildirim O, Baloglu UB, Aydin G, Acharya UR.

Comput Med Imaging Graph. 2019 Dec;78:101673. doi: 10.1016/j.compmedimag.2019.101673. Epub 2019 Oct 10.

PMID:
31635910
2.

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.

Comput Biol Med. 2019 Oct;113:103387. doi: 10.1016/j.compbiomed.2019.103387. Epub 2019 Aug 9.

PMID:
31421276
3.

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

Yildirim O, Baloglu UB, Tan RS, Ciaccio EJ, Acharya UR.

Comput Methods Programs Biomed. 2019 Jul;176:121-133. doi: 10.1016/j.cmpb.2019.05.004. Epub 2019 May 10.

PMID:
31200900
4.

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.

J Med Syst. 2019 May 28;43(7):205. doi: 10.1007/s10916-019-1345-y.

PMID:
31139932
5.

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

Yildirim O, Baloglu UB, Acharya UR.

Int J Environ Res Public Health. 2019 Feb 19;16(4). pii: E599. doi: 10.3390/ijerph16040599.

6.

Application of Computational Intelligence Methods for the Automated Identification of Paper-Ink Samples Based on LIBS.

Rzecki K, Sośnicki T, Baran M, Niedźwiecki M, Król M, Łojewski T, Acharya UR, Yildirim Ö, Pławiak P.

Sensors (Basel). 2018 Oct 29;18(11). pii: E3670. doi: 10.3390/s18113670.

7.

Arrhythmia detection using deep convolutional neural network with long duration ECG signals.

Yıldırım Ö, Pławiak P, Tan RS, Acharya UR.

Comput Biol Med. 2018 Nov 1;102:411-420. doi: 10.1016/j.compbiomed.2018.09.009. Epub 2018 Sep 15.

PMID:
30245122
8.

A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification.

Yildirim Ö.

Comput Biol Med. 2018 May 1;96:189-202. doi: 10.1016/j.compbiomed.2018.03.016. Epub 2018 Mar 28.

PMID:
29614430

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