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Elif Baykal
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Books and Theses
- 2020
- [b1]Elif Baykal Kablan:
Seröz efüzyon sitopatolojisinde makine öğrenmesi tabanlı tanı yaklaşımlarının geliştirilmesi ve uygulanması (Development and implementation of machine learning based diagnosis approaches in serous effusion cytopathology). Karadeniz Technical University, Turkey, 2020
Journal Articles
- 2024
- [j10]Elif Baykal Kablan
, Selen Ayas
:
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis. Eng. Appl. Artif. Intell. 133: 108136 (2024) - [j9]Mervenur Çakir
, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin:
AVD-YOLOv5: a new lightweight network architecture for high-speed aortic valve detection from a new and large echocardiography dataset. Medical Biol. Eng. Comput. 62(8): 2511-2528 (2024) - [j8]Elif Baykal Kablan, Selen Ayas:
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models. Signal Image Video Process. 18(8-9): 6353-6361 (2024) - 2023
- [j7]Elif Baykal Kablan
:
Regional realness-aware generative adversarial networks for stain normalization. Neural Comput. Appl. 35(24): 17915-17927 (2023) - 2021
- [j6]Hulya Dogan
, Elif Baykal Kablan
, Murat Ekinci
, Mustafa Emre Ercin
, Safak Ersoz
:
A hybrid technique using modified ICP algorithm for faster and automatic 2D & 3D microscopic image stitching in cytopathologic examination. Turkish J. Electr. Eng. Comput. Sci. 29(4): 2154-2169 (2021) - [j5]Hasan Dinçer
, Elif Baykal, Serhat Yüksel
:
Analysis of spiritual leadership and ethical climate for banking industry using an integrated IT2 fuzzy decision-making model. J. Intell. Fuzzy Syst. 40(1): 1443-1455 (2021) - 2020
- [j4]Elif Baykal Kablan, Hulya Dogan, Mustafa Emre Ercin
, Safak Ersoz, Murat Ekinci:
An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation. Comput. Electr. Eng. 81: 106533 (2020) - [j3]Elif Baykal, Hulya Dogan, Mustafa Emre Ercin
, Safak Ersoz, Murat Ekinci:
Modern convolutional object detectors for nuclei detection on pleural effusion cytology images. Multim. Tools Appl. 79(21-22): 15417-15436 (2020) - [j2]Elif Baykal, Hulya Dogan, Mustafa Emre Ercin
, Safak Ersoz, Murat Ekinci:
Transfer learning with pre-trained deep convolutional neural networks for serous cell classification. Multim. Tools Appl. 79(21-22): 15593-15611 (2020) - 2019
- [j1]Hasan Dinçer
, Elif Baykal, Serhat Yüksel
:
Innovative capacity-based approach to blue ocean strategies of family firms: An IT2 fuzzy hybrid decision-making analysis for potential investors. J. Intell. Fuzzy Syst. 37(6): 8459-8470 (2019)
Conference and Workshop Papers
- 2024
- [c15]Sefa Keklik, Murat Ekinci, Elif Baykal Kablan:
Wavelet Knowledge Distillation for Efficient Stain Normalization in Digital Histopathology. SIU 2024: 1-4 - [c14]Elif Baykal Kablan:
An Ensemble Voting Approach for Shoulder Implant Classification from X-Ray Images. TSP 2024: 92-95 - [c13]Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin:
Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks. TSP 2024: 96-100 - [c12]Elif Kanca, Tolgahan Gulsoy, Selen Avas, Elif Baykal Kablan:
Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification. TSP 2024: 280-284 - 2023
- [c11]Mervenur Çakir
, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin:
Deep Learning-Based Automatic Detection of Aortic Valve on Echocardiographic Images. SIU 2023: 1-4 - [c10]Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci:
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images. SIU 2023: 1-4 - [c9]Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci:
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification. SIU 2023: 1-4 - 2018
- [c8]Elif Baykal, Hulya Dogan, Mustafa Emre Ercin
, Safak Ersoz, Murat Ekinci:
Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders. SIU 2018: 1-4 - [c7]Hulya Dogan, Elif Baykal, Mustafa Emre Ercin
, Safak Ersoz, Murat Ekinci:
3D panoramic imaging for cytopatological analysis in light microscopic system. SIU 2018: 1-4 - 2017
- [c6]Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin
, Safak Ersoz:
Automated Cell Nuclei Segmentation in Pleural Effusion Cytology Using Active Appearance Model. CAIP (2) 2017: 59-69 - [c5]Hulya Dogan, Elif Baykal, Murat Ekinci, Mustafa Emre Ercin
, Safak Ersoz:
Optimal focusing with extended depth of focus in microscopic systems. SIU 2017: 1-4 - [c4]Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin
, Safak Ersoz:
Automated nuclei detection in serous effusion cytology based on machine learning. SIU 2017: 1-4 - 2016
- [c3]Elif Baykal, Beste Ustubioglu, Güzin Ulutas:
Image forgery detection based on SIFT and k-means++. TSP 2016: 474-477 - 2015
- [c2]Elif Baykal, Murat Ekinci:
Extraction of unrestricted palm patterns in a 3D environment and its application in biometrics. SIU 2015: 1749-1752 - 2014
- [c1]Elif Baykal, Murat Ekinci:
Unrestricted pattern selection in contactless palmprint identification systems. SIU 2014: 1885-1888
Coauthor Index
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last updated on 2024-08-25 20:09 CEST by the dblp team
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