MR Images Restoration With the Use of Fuzzy Filter Having Adaptive Membership Parameters. - Inan Güler; Abdullah Toprak; Ayse Demirhan; Rukiye Karakis (J. Medical Syst., 2008)

Interpretation of MR images using self-organizing maps and knowledge-based expert systems. - Inan Güler; Ayse Demirhan; Rukiye Karakis (Digit. Signal Process., 2009)

A Survey on Application of Quantitative Methods on Analysis of Brain Parameters Changing with Temperature. - Ayse Demirhan; Memduh Kaymaz; Rasit Ahiska; Inan Güler (J. Medical Syst., 2010)

Combining stationary wavelet transform and self-organizing maps for brain MR image segmentation. - Ayse Demirhan; Inan Güler (Eng. Appl. Artif. Intell., 2011)

Creating Competitive Advantage by Using Data Mining Technique as an Innovative Method for Decision Making Process in Business. - Mert Bal; Yasemin Bal; Ayse Demirhan (Int. J. Online Mark., 2011)

Beyin mr görüntülerinin dalgacık dönüşümü ve özörgütlemeli harita ağları kullanılarak bölütlenmesi (Segmentation of brain mr images using wavelet transform and self organizing maps neural network) - Ayse Demirhan (2012)

Automatic segmentation of tumor, EDEMA and healthy tissues of brain using neuro fuzzy inference system. - Ayse Demirhan; Inan Güler (SIU, 2014)

Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms. - Mehmet Fatih Amasyali; Ayse Demirhan; Mert Bal (Adv. Artif. Intell., 2014)

Feature selection improves the accuracy of classifying Alzheimer disease using diffusion tensor images. - Ayse Demirhan; Talia M. Nir; Artemis Zavaliangos-Petropulu; Clifford R. Jack; Michael W. Weiner; Matt A. Bernstein; Paul M. Thompson; Neda Jahanshad (ISBI, 2015)

Segmentation of Tumor and Edema Along With Healthy Tissues of Brain Using Wavelets and Neural Networks. - Ayse Demirhan; Mustafa Toru; Inan Güler (IEEE J. Biomed. Health Informatics, 2015)

Random forests based recognition of the clinical labels using brain MRI scans. - Ayse Demirhan (ICFSP, 2017)

Pattern analysis for the neuroimaging based diagnosis of schizophrenia. - Ayse Demirhan (SIU, 2017)

Neuroimage-based clinical prediction using machine learning tools. - Ayse Demirhan (Int. J. Imaging Syst. Technol., 2017)

Comparison of the Effectiveness of Deep Learning Methods for Face Mask Detection. - Onur Gedik; Ayse Demirhan (Traitement du Signal, 2021)

Development of an obstacle avoiding autonomous vehicle by using stereo depth estimation and artificial intelligence based semantic segmentation. - Utku Ulusoy; Ogulcan Eren; Ayse Demirhan (Eng. Appl. Artif. Intell., 2023)

Improving Stroke Segmentation and Classification Performance Using a Goal-Oriented Deep Learning Framework. - Büsra Uygun; Ayse Demirhan (Int. J. Imaging Syst. Technol., 2025)

Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning. - Onur Kara; Ayse Demirhan (Signal Image Video Process., 2025)