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Deep learning for digital pathology
(Bilkent University, 2020-11)Histopathological examination is today’s gold standard for cancer diagnosis and grading. However, this task is time consuming and prone to errors as it requires detailed visual inspection and interpretation of a ... -
Development of an experimental image processing tool and flow-cytometry based electromagnetic scattering analysis for medical diagnosis of red blood cell pathology
(Bilkent University, 2020-11)The morphological, biophysical and biochemical properties of biological cells are critical markers for many fields, including life sciences, medical diagnosis, etc. Label-free, high-throughput classification and detection ... -
Multitask learning of gene risk for autism spectrum disorder and intellectual disability
(Bilkent University, 2020-11)Autism Spectrum Disorder (ASD) and Intellectual Disability (ID) are comorbid neurodevelopmental disorders with complex genetic architectures. Despite largescale sequencing studies only a fraction of the risk genes were ... -
Predicting informative spatio-temporal neurodevelopmental windows and gene risk for autism spectrum disorder
(Bilkent University, 2020-11)Autism Spectrum Disorder (ASD) is a complex neurodevelopmental disorder with a strong genetic basis. Due to its intricate nature, only a fraction of the risk genes were identified despite the effort spent on large-scale ... -
Unsupervised concept drift detection using sliding windows: two contributions
(Bilkent University, 2020-10)Data stream mining has become an important research area over the past decade due to the increasing amount of data available today. Sources from various domains generate limitless volume of data in temporal order. Such ... -
Continuity and change in the ideology of the Nationalist Action Party (MHP), 1965-2015: from Alparslan Türkeş to Devlet Bahçeli
(Bilkent University, 2020-11)This Ph.D. dissertation offers an in-depth, systematic study of the continuities and discontinuities from 1965 to 2015 between the nationalist ideas and practices of Alparslan Türkeş (the founder and first leader of ... -
Innovative designs of RF transmit array coils and RF heating analysis of patients with implanted DBS
(Bilkent University, 2020-11)A safe and efficient magnetic resonance imaging (MRI) test would rely on informed specification, design, implementation, assessment, and application of appropriately selected radiofrequency (RF) coils. Towards these ... -
Türk hukukunda saf inançlı işlemler
(Bilkent University, 2020-11)Türk pozitif hukukunda inançlı işlemlerin hukuki sonuçlarını öngören ya da bunları yasaklayan herhangi bir düzenleme yoktur. Bu tür işlemlerin yapılması, TBK md. 26 hükmünde ifadesini bulan sözleşme özgürlüğü ilkesi ... -
Selection field induced artifacts in magnetic particle imaging and a novel framework for nanoparticle characterization
(Bilkent University, 2020-11)Magnetic particle imaging (MPI) is a recent imaging modality that uses nonlinear magnetization curves of the superparamagnetic iron oxides. One of the main assumptions in MPI is that the selection field changes linearly ... -
A compound graph layout algorithm with support for ports
(Bilkent University, 2020-11)Information visualization is a eld of study that aims to represent abstract data in an aesthetically pleasing and easy to comprehend visual manner. Various approaches and standards have been created to reinforce the ... -
Fast and efficient solutions of multiscale electromagnetic problems
(Bilkent University, 2020-11)Frequency-domain surface integral equations (SIEs) used together with the method of moments (MoM), and/or its accelerated versions, such as the multilevel fast multipole algorithm (MLFMA), are usually the most ... -
The Carter administration’s Pakistan policy before and after the Soviet invasion of Afghanistan
(Bilkent University, 2020-10)The United States and Pakistan’s bilateral relationship has seen complex periods of converging and diverging interests that have been shaped by security concerns. The first two years of the Carter administration’s relations ... -
Development of a specialized zebrafish xenotransplantation database and establishment of ALU-based tumor DNA quantification method in zebrafish: focus on models of overexpression and microenvironment
(Bilkent University, 2020-10)Successful xenotransplantation of human cancer cells into zebrafish host marked a new era in cancer research enabling high throughput in vivo screens. Zebrafish xenotransplantation literature continues to rapidly accumulate, ... -
Effects of varying levels and differing durations of calorie restriction on cellular and synaptic proteins, as well as the inflammatory state of the female mouse brain
(Bilkent University, 2020-10)Aging is an inevitable and complicated process leading to functional decline. Regarding brain aging, cognitive decline takes place in multiple domains, including learning, memory, executive functions, motor coordination, ... -
Decomposable sums and their implications on naturally quasiconvex risk measures
(Bilkent University, 2020-09)When measuring risk in finance, it is natural to expect that risk decreases with diversification. For risk measures, convexity and quasiconvexity are the two properties which capture the concept of diversification. In ... -
Scratch-pad memory based custom processor design for graph applications
(Bilkent University, 2020-09)As more and more domains have started to process ever-growing graphs, the importance of graph analytics applications became more apparent. However, general-purpose processors are challenged to deal with the large memory ... -
Identification of preclinical implications for novel indole-benzimidazoles and phenothiazines using in vitro cancer cell line and in vivo zebrafish models
(Bilkent University, 2020-09)Breast cancer (BC) and hepatocellular carcinoma (HCC) are two major health problems with significant mortality rates. Although drug therapies are available, therapeutic success remains limited. Because of low bioavailability, ... -
Explorations to refine Aizerman Malishevski's representation for path independent choice rules
(Bilkent University, 2020-09)This dissertation consists of four main parts in which we explore Aizerman Malishevski's representation result for path independent choice rules. Each path independent choice rule is known to have a maximizer-collecting ...
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