Fatma Uysal Ciloglu

Drug-resistant Staphylococcus aureus bacteria detection by combining surface-enhanced Raman spectroscopy (SERS) and deep learning techniques

Fatma Uysal Ciloglu, Abdullah Çalışkan, Ayşe Mine Sarıdağ et al. · Scientific Reports · 2021 · 124 citations · Full text

Identification of methicillin-resistant <i>Staphylococcus aureus</i> bacteria using surface-enhanced Raman spectroscopy and machine learning techniques

Fatma Uysal Ciloglu, Ayşe Mine Sarıdağ, İbrahim Halil Kılıç et al. · The Analyst · 2020 · 119 citations

SERS-based sensor with a machine learning based effective feature extraction technique for fast detection of colistin-resistant Klebsiella pneumoniae

Fatma Uysal Ciloglu, Mehmet Hora, Aycan Gündoğdu et al. · Analytica Chimica Acta · 2022 · 48 citations

Colistin-resistant Klebsiella Pneumoniae, Pathogen Detection, Klebsiella Pneumoniae +9

Highly Accurate Identification of Bacteria’s Antibiotic Resistance Based on Raman Spectroscopy and U-Net Deep Learning Algorithms

Zakarya Al‐Shaebi, Fatma Uysal Ciloglu, Mohammed Nasser · ACS Omega · 2022 · 37 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Discrimination of waterborne pathogens, Cryptosporidium parvum oocysts and bacteria using surface-enhanced Raman spectroscopy coupled with principal component analysis and hierarchical clustering

Afra Hacer Arslan, Fatma Uysal Ciloglu, Ummugulsum Yilmaz et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2021 · 29 citations

Surface-enhanced Raman Spectroscopy, Engineering, Pathogen Detection +11