Safak Ersoz

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 9

Top Topics

Transfer Learning

Object Detectors

Automated Detection

Top Venues

Multim. Tools Appl.

Comput. Electr. Eng.

Turkish J. Electr. Eng. Comput. Sci.

Publications

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) (2021)
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) (2020)
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 (2020)
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) (2020)
Hulya Dogan, Elif Baykal, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci
3D panoramic imaging for cytopatological analysis in light microscopic system. SIU (2018)
Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci
Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders. SIU (2018)
Hulya Dogan, Elif Baykal, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz
Optimal focusing with extended depth of focus in microscopic systems. SIU (2017)
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)
Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz
Automated nuclei detection in serous effusion cytology based on machine learning. SIU (2017)