Yazar "Uçar, Emine" için listeleme
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Akciğer Histopatoloji Görüntülerinden Çıkarılan Derin Özellikleri Kullanan Makine Öğrenmesi Sınıflandırıcıları ile Akciğer Kanseri Tespiti
Uçar, Emine (Bitlis Eren Üniversitesi, 2021)Kanser dünyada ve ülkemizde gözlenme sıklığı giderek artan sağlık sorunlarının başında gelmekte ve her yıl milyonlarca insan kanser nedeniyle hayatını kaybetmektedir. Histopatolojik tanı, kanser türünün teşhisinde ve tedavi ... -
Automated detection of Covid-19 disease using deep fused features from chest radiography images
Uçar, Emine; Atilla, Ümit; Uçar, Murat; Akyol, Kemal (Elsevier, 2021)The health systems of many countries are desperate in the face of Covid-19, which has become a pandemic worldwide and caused the death of hundreds of thousands of people. In order to keep Covid-19, which has a very high ... -
Bilişim sektöründe finansal başarısızlığın makine öğrenmesi yöntemleri ile tahmini
Ateş, Fatih (İskenderun Teknik Üniversitesi / Lisansüstü Eğitim Enstitüsü / Ekonomi ve Finans Anabilim Dalı, 2023)Bilişim şirketleri, günümüzde hızla gelişen teknoloji sektöründe büyük bir öneme sahiptir. Bilgisayar, yazılım, telekomünikasyon, internet ve diğer dijital teknolojik hizmetler üzerine faaliyet gösteren bilişim şirketleri, ... -
Carbon footprint forecasting using time series data mining methods: the case of Turkey
Akyol, Müge; Uçar, Emine (Springer, 2021)In the globalizing world, many factors such as rapidly increasing population, production and consumption habits, and economic growth cause climate changes. The carbon footprint is a measure of CO2 emissions released into ... -
Classification of Different Tympanic Membrane Conditions Using Fused Deep Hypercolumn Features and Bidirectional LSTM
Uçar, Murat; Akyol, Kemal; Atila, Ümit; Uçar, Emine (Elsevier, 2021)Objectives: Middle ear inflammatory diseases are global health problem that can have serious consequences such as hearing loss and speech disorders. The high cost of medical devices such as oto-endoscope and oto-microscope ... -
Classification of Different Tympanic Membrane Conditions Using Fused Deep Hypercolumn Features and Bidirectional LSTM
Uçar, Murat; Akyol, Kemal; Atilla, Ümit; Uçar, Emine (Elsevier, 2022)Objectives: Middle ear inflammatory diseases are global health problem that can have serious consequences such as hearing loss and speech disorders. The high cost of medical devices such as otoendoscope and oto-microscope ... -
Classification of myositis from muscle ultrasound images using deep learning
Uçar, Emine (Elsevier, 2022)Inflammatory myopathies, are rare muscle diseases. As a result of the body's own immune system attacking by targeting the muscle cells, muscle weakness develops due to inflammation in the muscles. Early and definitive ... -
Computer-Aided Detection of Lung Nodules in Chest X-Rays using Deep Convolutional Neural Networks
Uçar, Murat; Uçar, Emine (Sakarya Üniversitesi Bilgisayar ve Bilişim Bilimleri Dergisi (Online), 2019)Chest X-Rays are most accessible medical imaging technique for diagnosing abnormalities in the heart and lung area. Automatically detecting these abnormalities with high accuracy could greatly enhance real world diagnosis ... -
Karbon ayak izinin zaman serisi veri madenciliği yöntemleri ile tahmini: Türkiye örneği
Akyol, Müge (İskenderun Teknik Üniversitesi / Lisansüstü Eğitim Enstitüsü / Ekonomi Finans Ana Bilim Dalı, 2022)Sürdürülebilir bir dünya için, iklim değişikliği ile mücadelede atılacak en büyük adım insani faaliyetlerden kaynaklanan emisyonu azaltmaktır. Bu sebeple dünyaya salınan karbon emisyonunun ölçüsü olarak kabul edilen ... -
A novel image Denoising approach using super resolution densely connected convolutional networks
İncetaş, Mürsel Ozan; Uçar, Murat; Uçar, Emine; Köse, Utku (Springer, 2022)Image distortion effects, called noise, may occur due to various reasons such as image acquisition, transfer, and duplication. Image denoising is a preliminary step for many studies in the field of image processing. The ... -
Plant leaf disease classification using EfficientNet deep learning model
Atilla, Ümit; Uçar, Murat; Akyol, Kemal; Uçar, Emine (Elsevier, 2021)Most plant diseases show visible symptoms, and the technique which is accepted today is that an experienced plant pathologist diagnoses the disease through optical observation of infected plant leaves. The fact that the ... -
A Stacking Ensemble Learning Approach for Intrusion Detection System
Uçar, Murat; Uçar, Emine; İncetaş, Mürsel Ozan (Düzce Üniversitesi, 2021)Intrusion detection systems (IDSs) have received great interest in computer science, along with increased network productivity and security threats. The purpose of this study is to determine whether the incoming network ...
