Doç. Dr. Ayşe Betül OKTAY

Makaleler 16

1. Diagnostic accuracy of convolutional neural network algorithms to distinguish gastrointestinal obstruction on conventional radiographs in a pediatric population

Ayaz E., GÜÇLÜ H., Oktay A. B.

Diagnostic and Interventional Radiology , cilt.32, sa.2, ss.233-241, 2026 (SCI-Expanded, Scopus, TRDizin)

2. Stress recognition from facial images in children during physiotherapy with serious games[Formula presented]

Vural Ş. F., Yurdusever B., OKTAY A. B., Uzun I.

Expert Systems with Applications , cilt.238, 2024 (SCI-Expanded, Scopus)

3. Differentiation of lung and breast cancer brain metastases: Comparison of texture analysis and deep convolutional neural networks

GÜLTEKİN M. A., PEKER A. A., OKTAY A. B., TÜRK H. M., Cesme D. H., Shbair A. T. M., et al.

Journal of Clinical Ultrasound , cilt.51, sa.9, ss.1579-1586, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

4. A physiological signal database of children with different special needs for stress recognition

Coşkun B., Ay S., Erol Barkana D., Bostanci H., Uzun I., Oktay A. B., et al.

SCIENTIFIC DATA , cilt.10, sa.1, ss.382-396, 2023 (SCI-Expanded, Scopus)

5. Dental biometric systems: a comparative study of conventional descriptors and deep learning-based features

OKTAY A. B., Akhtar Z., Gurses A.

MULTIMEDIA TOOLS AND APPLICATIONS , cilt.81, sa.20, ss.28183-28206, 2022 (SCI-Expanded, Scopus)

6. The validity of an objective measurement method using the Leap Motion Controller for fingers wrist, and forearm ranges of motion

ARMAN S. N., Oktay A. B., Tarakci D., Tarakci E., Akgul Y. S.

HAND SURGERY & REHABILITATION , cilt.40, sa.4, ss.394-399, 2021 (SCI-Expanded, Scopus)

7. Differential diagnosis of Parkinson and essential tremor with convolutional LSTM networks

Oktay A. B., Kocer A.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.56, 2020 (SCI-Expanded, Scopus)

8. Automatic detection, localization and segmentation of nano-particles with deep learning in microscopy images

Oktay A. B., Gurses A.

MICRON , cilt.120, ss.113-119, 2019 (SCI-Expanded, Scopus)

9. Human identification with dental panoramic radiographic images

Oktay A. B.

IET BIOMETRICS , cilt.7, sa.4, ss.349-355, 2018 (SCI-Expanded, Scopus)

10. Nintendo Wii assessment of Hoehn and Yahr score with Parkinson's disease tremor

Kocer A., Oktay A. B.

TECHNOLOGY AND HEALTH CARE , cilt.24, sa.2, ss.185-191, 2016 (SCI-Expanded, Scopus)

11. Computer aided diagnosis of degenerative intervertebral disc diseases from lumbar MR images

Oktay A. B., Albayrak N. B., Akgul Y. S.

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS , cilt.38, sa.7, ss.613-619, 2014 (SCI-Expanded, Scopus)

12. Extraction of left ventricle borders with local and global priors from echocardiograms

Oktay A. B., Akgul Y. S.

MACHINE VISION AND APPLICATIONS , cilt.24, sa.7, ss.1393-1403, 2013 (SCI-Expanded, Scopus)

13. Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs With SVM-Based MRF

Oktay A. B., Akgul Y. S.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING , cilt.60, sa.9, ss.2375-2383, 2013 (SCI-Expanded, Scopus)

14. A Modular Framework for Shape- and Image-prior-based Anatomical Structure Contour Extraction

Oktay A. B., Akgul Y. S.

JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING , cilt.31, sa.6, ss.413-420, 2011 (SCI-Expanded, Scopus)

15. Forecasting air pollutant indicator levels with geographic models 3 days in advance using neural networks

Kurt A., Oktay A. B.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.37, sa.12, ss.7986-7992, 2010 (SCI-Expanded, Scopus)

16. An online air pollution forecasting system using neural networks

Kurt A., Gulbagci B., Karaca F., Alagha O.

ENVIRONMENT INTERNATIONAL , cilt.34, sa.5, ss.592-598, 2008 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 17

1. Human Identification with Panoramic Dental Images using Mask R-CNN and SURF

Guises A., Oktay A. B.

5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Türkiye, 9 - 11 Eylül 2020, ss.232-237, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

2. Tooth Restoration and Dental Work Detection on Panoramic Dental Images via CNN

Gurses A., Oktay A. B.

2020 Medical Technologies Congress (TIPTEKNO), ELECTR NETWORK, 19 - 20 Kasım 2020, (Tam Metin Bildiri)

3. Diagnosis of COVID-19 with a Deep Learning Approach on Chest CT Slices

Yener F. M., Oktay A. B.

2020 Medical Technologies Congress (TIPTEKNO), ELECTR NETWORK, 19 - 20 Kasım 2020, (Tam Metin Bildiri)

4. Air Pollution Forecasting with Random Forest Time Series Analysis

Altincop H., Oktay A. B.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. Nanoparticle Detection from TEM Images with Deep Learning

Guven G., Oktay A. B.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri)

6. Forecasting CO2 Emission with Machine Learning Methods

Garip E., Oktay A. B.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

7. Tooth Detection with Convolutional Neural Networks

Oktay A. B.

Medical Technologies National Congress (TIPTEKNO), Trabzon, Türkiye, 12 - 14 Ekim 2017, (Tam Metin Bildiri)

8. Prostate Localization from Abdominal Ultrasound Images by Using a Two-Level Approach

Albayrak N. B., Oktay A. B., Akgul Y. S.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

9. Diagnosis of Degenerative Intervertebral Disc Disease with Deep Networks and SVM

Oktay A. B., Akgul Y. S.

31st International Symposium on Computer and Information Sciences (ISCIS), Krakow, Polonya, 27 - 28 Ekim 2016, cilt.659, ss.253-261, (Tam Metin Bildiri)

10. PROSTATE DETECTION FROM ABDOMINAL ULTRASOUND IMAGES: A PART BASED APPROACH

Albayrak N. B., Oktay A. B., Akgul Y. S.

IEEE International Conference on Image Processing (ICIP), Quebec City, Kanada, 27 - 30 Eylül 2015, ss.1955-1959, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

11. SEGMENTATION OF Fe3O4 NANO PARTICLES IN TEM IMAGES

Vural U., Oktay A. B.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1849-1852, (Tam Metin Bildiri)

12. Desiccation Detection from Lumbar MR Images

Oktay A. B., Albayrak N. B., Akgul Y. S.

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

13. Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic Inference

Oktay A. B., Akgul Y. S.

14th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2011), Toronto, Kanada, 18 - 22 Eylül 2011, cilt.6893, ss.158-165, (Tam Metin Bildiri)

14. Artificial Neural Networks based modelling of CO Effects of spatial parameters

KURT A., OKTAY A. B., KARACA F., alagha O.

Information Technologies in Environmental Engineering, 1 - 03 Mayıs 2009, ss.345-356, (Tam Metin Bildiri)

15. Echocardiographic Contour Extraction with Local and Global Priors through Boosting and Level Sets

Oktay A. B., Akgul Y. S.

IEEE-Computer-Society Conference on Computer Vision and Pattern Recognition Workshops, Florida, Amerika Birleşik Devletleri, 20 - 25 Haziran 2009, ss.109-114, (Tam Metin Bildiri)