Yayın Anahtarı

2022

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Nuclei Segmentation in Colon Histology Images by Using the Deep CNNs: A U-Net Based Multi-class Segmentation Analysis Yıldız, S., Memiş, A., Varlı, S. 2022 Medical Technologies Congress (TIPTEKNO) pp 1-4, 31 October-02 November, 2022, Antalya, Turkey	C: [doi]   [bib]
A turnaround control system to automatically detect and monitor the time stamps of ground service actions in airports: A deep learning and computer vision based approach Yıldız, S., Aydemir, O., Memiş, A., Varlı, S. Engineering Applications of Artificial Intelligence Vol 114, pp 105032	J: [doi]   [bib]
Fast and Accurate Registration of the Proximal Femurs in Bilateral Hip Joint Images by Using the Random Sub-Sample Points Memiş, A., Varlı, S., Bilgili, F. IRBM Vol 43, No:2, pp 130-141	J: [doi]   [bib]
Image based quantification of the proximal femur shape deformities in 3D by using the contralateral healthy shape structure: A preliminary study Memiş, A., Varlı, S., Bilgili, F. Biomedical Signal Processing and Control Vol 71, pp 103079	J: [doi]   [bib]

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2021

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A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry Memiş, A., Varlı, S., Bilgili, F. Artificial Intelligence in Medicine Vol 115, pp 102057	J: [doi]   [bib]
Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity Memiş, A., Varlı, S., Bilgili, F. International Conference on INnovations in Intelligent SysTems and Applications (INISTA) pp 1-6, August 25-27, 2021, Kocaeli, Turkey	C: [doi]   [bib]
Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur Surfaces Memiş, A., Varlı, S., Bilgili, F. 29th Signal Processing and Communications Applications Conference (SIU) pp 1-4, June 9-11, 2021, İstanbul, Turkey	C: [doi]   [bib]

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2020

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Knee Meniscus Segmentation and Tear Detection from MRI: A Review Saygılı, A., Albayrak, S. Current Medical Imaging Vol 16, No:1, pp 2-15	J: [doi]   [bib]
Customer Churn Analysis Yıldız, S., Aydemir, O., Yılmaz, İ., Şay, A., Varlı, S. 28th Signal Processing and Communications Applications Conference (SIU) pp 1-4, October 5-7, 2020, Gaziantep, Turkey	C: [doi]   [bib]
3D Femoral Head Detection in MRI Data Sequences with the Integro-differential Operator Memiş, A., Varlı, S., Bilgili, F. 2020 Medical Technologies Congress (TIPTEKNO) pp 1-4, November 19-20, 2020, Antalya, Turkey	C: [doi]   [bib]
Femoral head segmentation with convolutional neural networks in MR imaging slices of the patients with Legg-Calve-Perthes disease Memiş, A., Varlı, S., Bilgili, F. 28th Signal Processing and Communications Applications Conference (SIU) pp 1-4, October 5-7, 2020, Gaziantep, Turkey	C: [doi]   [bib]
Semantic segmentation of the multiform proximal femur and femoral head bones with the deep convolutional neural networks in low quality MRI sections acquired in different MRI protocols Memiş, A., Varlı, S., Bilgili, F. Computerized Medical Imaging and Graphics Vol 81, pp 101715	J: [doi]   [bib]

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2019

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Quantification of 2D shape variation of abnormal proximal femurs over normal proximal femurs in bilateral hip MRI: A computerized analysis for Legg-Calve-Perthes disease Memiş, A., Varlı, S., Bilgili, F. Procedia Computer Science Vol 158, pp 426-435	J: [doi]   [bib]
Computerized 2D detection of the multiform femoral heads in magnetic resonance imaging (MRI) sections with the integro-differential operator Memiş, A., Varlı, S., Bilgili, F. Biomedical Signal Processing and Control Vol 54, pp 101578	J: [doi]   [bib]
A new scheme for automatic 2D detection of spheric and aspheric femoral heads: A case study on coronal MR images of bilateral hip joints of patients with Legg-Calve-Perthes disease Memiş, A., Albayrak, S., Bilgili, F. Computer Methods and Programs in Biomedicine Vol 175, pp 83-93	J: [doi]   [bib]
An efficient and fast computer-aided method for fully automated diagnosis of meniscal tears from magnetic resonance images Saygılı, A., Albayrak, S. Artificial Intelligence in Medicine (Article in Press)	J: [doi]   [bib]
Knee Meniscus Segmentation and Tear Detection from MRI: A Review Saygılı, A., Albayrak, S. Current Medical Imaging Reviews (Article in Press)	J: [doi]   [bib]

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2018

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Diz Eklemi Meniskus Yapilarinin Bolutlenmesinde Manyetik Rezonans Goruntuleme ve Farkli Uyarim Dizileri Saygılı, A., Albayrak, S. II. International Scientific and Vocational Studies Congress, (BILMES EN-NAT 2018) pp. 375-379, July, 2018, Nevsehir, Turkey	C: [pdf]   [bib]
Segmentation of Femoral Cartilage with a Hybrid Method Combining Voxel Classification and Active Appearance Models Öztürk, CN., Albayrak, S. Proceedings of the 2018 3rd International Conference on Biomedical Imaging, Signal Processing pp. 61-67, October 11-13, 2018, Bari, Italy	C: [pdf]   [bib]
Meniscus tear classification using histogram of oriented gradients in knee MR images Saygılı, A., Albayrak, S. 26th Signal Processing and Communications Applications Conference (SIU) pp. 375-379, July, 2018, Nevsehir, Turkey	C: [doi]   [pdf]   [bib]
A Brief Overview of Medical Software Tools Used in MR Image Segmentation Memiş, A., Albayrak, S., Bilgili, F. 2018 Medical Technologies National Congress (TIPTEKNO) pp 1-4, November 8-10, 2018, Magusa, Cyprus	C: [doi]   [pdf]   [bib]
3D Detection of Spheric and Aspheric Femoral Heads in Coronal MR Images of Patients with Legg-Calve-Perthes Disease Using the Spherical Hough Transform Memiş, A., Albayrak, S., Bilgili, F. Proceedings of the 2018 3rd International Conference on Biomedical Imaging, Signal Processing (ICBSP 2018) pp 46-52, October 11-13, 2018, Bari, Italy	C: [doi]   [bib]
Automatic 2D-3D Detection and Segmentation of Spheric and Aspheric Femoral Heads in MR Images Using Hough Transforms Memiş, A., Albayrak, S., Bilgili, F. Poster session presented at: Medical Imaging Summer School (MISS 2018) July 29-August 4, 2018, Favignana, Sicily, Italy	P: [pdf]   [bib]
Femoral head detection in perthes MR slices with circular hough transform Memiş, A., Albayrak, S., Bilgili, F. 26th Signal Processing and Communications Applications Conference (SIU) pp 1-4, May 2-5, 2018, Izmir, Turkey	C: [doi]   [bib]

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2017

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A new computer-based approach for fully automated segmentation of knee meniscus from magnetic resonance images Saygılı, A., Albayrak, S. Biocybernetics and Biomedical Engineering Vol 37, No:3, pp 432-442	J: [doi]   [bib]
Meniscus segmentation and tear detection in the knee MR images by fuzzy c-means method Saygılı, A., Albayrak, S. 25th Signal Processing and Communications Applications Conference (SIU) pp. 1-4, May 15-18, 2017, Antalya, Turkey	C: [doi]   [pdf]   [bib]
Implementation of Harris Corner Detection Algorithm for Volumetric Images Öztürk, CN., Albayrak, S. Akilli Sistemlerde Yenilikler ve Uygulamalari 2017 (ASYU-2017) Konferansi pp. 18-22, October, 2017, Antalya, Turkey	C: [pdf]   [bib]
MR goruntulerinde meniskuslerin segmentasyonu ve meniskus yirtiklarinin tespiti Saygılı, A. PhD Thesis 140 pages, December 25, 2017, Istanbul, Turkey	T: [bib]

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2016

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Automatic segmentation of cartilage in high-field magnetic resonance images of the knee joint with an improved voxel-classification-driven region-growing algorithm using vicinity-correlated subsampling Öztürk, CN., Albayrak, S. Computers in Biology and Medicine Vol 72, No:1, pp 90-107	J: [doi]   [bib]
Diz ekleminin yuksek alan manyetik rezonans goruntulerinde kikirdak bolgelerini 3-B otomatik bolutleme ve modelleme Öztürk, CN. PhD Thesis 153 pages, 2016, Istanbul, Turkey	T: [bib]
Automatic detection of meniscal area in the knee MR images Saygılı, A., Albayrak, S. 25th Signal Processing and Communications Applications Conference (SIU) pp. 1-4, May 15-18, 2017, Antalya, Turkey	C: [doi]   [pdf]   [bib]

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2015

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Edge detection on MR images with Marr-Hildreth method extended to third dimension Öztürk, CN., Albayrak, S. 23nd Signal Processing and Communications Applications Conference (SIU) pp 763-766, May 16-19, 2015, Malatya, Turkey	C: [doi]   [pdf]   [bib]
Efficient cartilage segmentation in high-field knee MR images with voxel-classification-driven region-growing algorithm Öztürk, CN., Albayrak, S. 19th National Biomedical Engineering Meeting (BIYOMUT) pp 763-766, Nov 5-6, 2015, Istanbul, Turkey	C: [doi]   [pdf]   [bib]

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2013

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A Kinect based sign language recognition system using spatio-temporal features Memiş, A., Albayrak, S. Sixth International Conference on Machine Vision (ICMV 13) pp 90670X, November 16-17, 2013, London, United Kingdom	C: [doi]   [pdf]   [bib]
Turkish Sign Language recognition using spatio-temporal features on Kinect RGB video sequences and depth maps Memiş, A., Albayrak, S. 21st Signal Processing and Communications Applications Conference (SIU) pp 1-4, April 24-26, 2013, Haspolat, Turkey	C: [doi]   [pdf]   [bib]
Kinect rgb goruntulerinde ve derinlik haritalarinda uzam-zamansal ozellikleri kullanarak isaret dili tanima / Sign language recognition using spatio-temporal features on Kinect rgb video sequences and depth maps Memiş, A. Yuksek Lisans Tezi / MSc Thesis 144 sayfa/pages, Yildiz Teknik Universitesi, Fen Bilimleri Enstitusu, 2013, Istanbul, Turkiye	T: [pdf]   [bib]