User profiles for Elif Keles

Elif Keles

- Verified email at northwestern.edu - Cited by 506

Elif Keleş

- Verified email at metu.edu.tr - Cited by 67

The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review

E Keles, U Bagci - NPJ Digital Medicine, 2023 - nature.com
Abstract Machine learning and deep learning are two subsets of artificial intelligence that
involve teaching computers to learn and make decisions from any sort of data. Most recent …

[HTML][HTML] Large-scale multi-center CT and MRI segmentation of pancreas with deep learning

Z Zhang, E Keles, G Durak, Y Taktak, O Susladkar… - Medical image …, 2025 - Elsevier
Automated volumetric segmentation of the pancreas on cross-sectional imaging is needed
for diagnosis and follow-up of pancreatic diseases. While CT-based pancreatic segmentation …

Gazegnn: A gaze-guided graph neural network for chest x-ray classification

…, H Pan, A Aboah, Z Zhang, E Keles… - Proceedings of the …, 2024 - openaccess.thecvf.com
Eye tracking research is important in computer vision because it can help us understand
how humans interact with the visual world. Specifically for high-risk applications, such as in …

A review of deep learning and radiomics approaches for pancreatic cancer diagnosis from medical imaging

L Yao, Z Zhang, E Keles, C Yazici… - Current opinion in …, 2023 - journals.lww.com
Deep learning and radiomics with medical imaging have demonstrated strong potential to
improve diagnostic accuracy of pancreatic cancer, facilitate personalized treatment planning, …

Hydrothermally synthesized UV light active zinc stannate: tin oxide (ZTO: SnO2) nanocomposite photocatalysts for photocatalytic applications

E Keles, M Yildirim, T Öztürk, OA Yildirim - Materials Science in …, 2020 - Elsevier
This study was carried out for the simple synthesis of zinc stannate (Zn 2 SnO 4 , ZTO): tin
oxide (SnO 2 ) nanocomposite photocatalyst in order to investigate the photodegradation of …

Synthesis of segmented polyurethane based on polymeric soybean oil polyol and poly (ethylene glycol)

E Keleş, B Hazer - Journal of Polymers and the Environment, 2009 - Springer
Polyurethane (PUR) plastic sheets were prepared by reacting hydroxylated polymeric soybean
oil (PSbOH) synthesized from autoxidized soybean oil with polyethylene glycol (PEG) in …

Emit-diff: Enhancing medical image segmentation via text-guided diffusion model

Z Zhang, L Yao, B Wang, D Jha, E Keles… - arXiv preprint arXiv …, 2023 - arxiv.org
Large-scale, big-variant, and high-quality data are crucial for developing robust and
successful deep-learning models for medical applications since they potentially enable better …

[PDF][PDF] Evaluation of the relation between critical-thinking tendency and problem-solving skills of pre-service teachers

HB Memduhoğlu, E Keleş - 2016 - researchgate.net
The purpose of this study is to determine the relationship between critical-thinking tendency
and problem-solving skills of pre-service teachers. Research was modelled as relational …

DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model

…, B Wang, D Jha, G Durak, E Keles… - … on Medical Imaging, 2024 - ieeexplore.ieee.org
Large-scale, big-variant, high-quality data are crucial for developing robust and successful
deep-learning models for medical applications since they potentially enable better …

[PDF][PDF] Deep learning algorithms for pancreas segmentation from radiology scans: A review

Z Zhang, L Yao, E Keles, Y Velichko, U Bagci - Advances in Clinical …, 2023 - Elsevier
Discussion While segmentation accuracy is critical, several other factors must be considered
when developing pancreas segmentation algorithms. Here in this section, we discuss the …