Semantic segmentation of the multiform proximal femur and femoral head bones with the deep convolutional neural networks in low quality MRI sections acquired in …

A Memiş, S Varlı, F Bilgili - Computerized Medical Imaging and Graphics, 2020 - Elsevier
Medical image segmentation is one of the most crucial issues in medical image processing
and analysis. In general, segmentation of the various structures in medical images is …

Quantitative 3D investigation of nanoparticle assemblies by volumetric segmentation of electron tomography data sets

S Kavak, AA Kadu, N Claes… - The Journal of …, 2023 - ACS Publications
Morphological characterization of nanoparticle assemblies and hybrid nanomaterials is
critical in determining their structure-property relationships as well as in the development of …

[HTML][HTML] Machine learning-based identification of craniosynostosis in newborns

M Sabeti, R Boostani, E Moradi, MH Shakoor - Machine Learning with …, 2022 - Elsevier
Early closure of cranial vault sutures, defined as craniosynostosis is a relatively common
condition with somehow specific head and face abnormality for each subtype. Early …

A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry

A Memiş, S Varlı, F Bilgili - Artificial Intelligence in Medicine, 2021 - Elsevier
As a result of most of the bone disorders seen in hip joints, shape deformities occur in the
structural form of the hip joint components. Image-based quantitative analysis and …

[HTML][HTML] Image processing and machine learning for diagnosis and screening of craniosynostosis in children

M Sabeti, R Boostani, B Taheri, E Moradi - Interdisciplinary Neurosurgery, 2024 - Elsevier
Objective craniosynostosis (CSO) is a congenital disorder resulting from early closure of
cranial sutures in newborns, while could cause significant cosmetic and …

[PDF][PDF] Determination of Cranial Index in Sagittal Synostosis Using Artificial Intelligence Techniques

M Sabeti, M Irani, E Moradi - 2023 - pejouhesh.sbmu.ac.ir
Abstract Background and Aim: At least one main suture of the skull is closed prematurely in
craniosynostosis, which may lead to different skull and face deformities and various types of …

اندازه‌گیری شاخص جمجمه در سینوستوز ساژیتال با استفاده از تکنیک‌های هوش مصنوعی.

ملیحه ثابتی, میترا ایرانی… - Research in Medicine …, 2023‎ - search.ebscohost.com
Abstract Background and Aim: At least one main suture of the skull is closed prematurely in
craniosynostosis, which may lead to different skull and face deformities and various types of …

3D femoral head detection in MRI data sequences with the integro-differential operator

A Memiş, S Varlı, F Bilgili - 2020 medical technologies congress …, 2020 - ieeexplore.ieee.org
This paper introduces a study of automatic femoral head detection in magnetic resonance
imaging (MRI) data sequences. For the 3D detection of the multiform femoral heads having …