Publications & Works

Publication Network
Published journal articles indexed by SCI, SSCI, and AHCI

Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models

BAYKAL KABLAN E., AYAS S.
Signal, Image and Video Processing , vol.18, no.8-9, pp.6353-6361, 2024 (SCI-Expanded) identifier identifier

AVD-YOLOv5: a new lightweight network architecture for high-speed aortic valve detection from a new and large echocardiography dataset

Çakır M., Ekinci M., Kablan E., Şahin M.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.62, no.8, pp.2511-2528, 2024 (SCI-Expanded) Sustainable Development identifier identifier identifier

StainSWIN: Vision transformer-based stain normalization for histopathology image analysis

BAYKAL KABLAN E., AYAS S.
Engineering Applications of Artificial Intelligence , vol.133, 2024 (SCI-Expanded) identifier identifier

Regional realness-aware generative adversarial networks for stain normalization

BAYKAL KABLAN E.
Neural Computing and Applications , vol.35, no.24, pp.17915-17927, 2023 (SCI-Expanded) identifier identifier

Modern convolutional object detectors for nuclei detection on pleural effusion cytology images

Baykal E., DOĞAN H., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
Multimedia Tools and Applications , vol.79, pp.15417-15436, 2020 (SCI-Expanded) identifier identifier

Transfer learning with pre-trained deep convolutional neural networks for serous cell classification

Baykal E., DOĞAN H., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
Multimedia Tools and Applications , vol.79, pp.15593-15611, 2020 (SCI-Expanded) identifier identifier

An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation

BAYKAL KABLAN E., DOĞAN H., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
COMPUTERS & ELECTRICAL ENGINEERING , vol.81, 2020 (SCI-Expanded) Sustainable Development identifier identifier

A novel 2D and 3D wide-view imaging approach by controlling optimal range for cytopathological analysis in light microscopic system

DOĞAN H., BAYKAL KABLAN E., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
OPTICS COMMUNICATIONS , vol.430, pp.39-50, 2019 (SCI-Expanded) identifier identifier

A novel extended depth of field process based on nonsubsampled shearlet transform by estimating optimal range in microscopic systems

DOĞAN H., BAYKAL KABLAN E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
OPTICS COMMUNICATIONS , vol.429, pp.88-99, 2018 (SCI-Expanded) identifier identifier

Automated nuclei detection in pleural effusion based on machine learning

BAYKAL E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
VIRCHOWS ARCHIV , vol.471, 2017 (SCI-Expanded) identifier

Microscopic image stitching for cytopatological analysis

DOĞAN H., BAYKAL E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
VIRCHOWS ARCHIV , vol.471, 2017 (SCI-Expanded) identifier
Articles Published in Other Journals

Investigation of The Performance of Yolov5 Models In The Detection and Classification of Shoulder Implants Using X-Ray Images

Kablan E. B.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , vol.27, no.79, pp.99-109, 2025 (Peer-Reviewed Journal) identifier

Analysis of Data Augmentation Methods for Aortic Valve Calcification Segmentation in Echocardiographic Images

KABLAN E. B.
Karadeniz Fen Bilimleri Dergisi , vol.14, no.3, pp.1640-1653, 2024 (Peer-Reviewed Journal) identifier

Performance comparison of visual transformer based models for shoulder implant classification

Baykal Kablan E., KABLAN Y.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.13, no.2, pp.704-712, 2024 (Peer-Reviewed Journal) identifier

Estimation of Optimal Range for Shape From Focus in Microscopic System

DOĞAN H., BAYKAL KABLAN E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
International Journal of Engineering Science and Application , vol.5, no.1, pp.27-37, 2021 (Peer-Reviewed Journal)

Derin Konvolüsyonel Nesne Algılayıcı ilePlevral Efüzyon Sitopatolojisinde Otomatik Çekirdek Algılama

Kılıç B., BAYKAL KABLAN E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
Bilgisayar Bilimleri ve Mühendisliği Dergisi , 2020 (Peer-Reviewed Journal)

Sitopatolojik Değerlendirme Süreçleri için Optimum Aralığın Korunmasıyla Yüksek Çözünürlüklü Otomatik Panoramik Görüntüleme

DOĞAN H., BAYKAL E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
Bilgisayar Bilimleri ve Mühendisliği Dergisi , 2018 (Peer-Reviewed Journal)

Blur Invariant Image Forgery Detection Method Using Local Phase Quantization

ÜSTÜBİOĞLU B., BAYKAL E., MUZAFFER G., ULUTAŞ G.
Journal of Energy and Power Engineering , vol.10, no.6, pp.358-363, 2016 (Peer-Reviewed Journal)
Papers Published in Refereed Scientific Meetings

Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks

ÇAKIR M., EKİNCİ M., BAYKAL KABLAN E., ŞAHİN M.
2024 47th International Conference on Telecommunications and Signal Processing (TSP), 10 July 2024, pp.96-100 identifier

Stain independent nuclei segmentation of cytopathology images: A case study in pleural effusion Sitopatoloji görüntülerinde boya baǧimsiz çekirdek segmentasyonu: Plevral efüzyonda bir olgu çalişmasi

Kablan E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
2019 Medical Technologies Congress, TIPTEKNO 2019, İzmir, Turkey, 3 - 05 October 2019 identifier

Automated Nuclei Detection on Pleural Effusion Cytopathology Images using YOLOv3

ÇAKIR B., BAYKAL KABLAN E., EKİNCİ M., DOĞAN H., ERCİN M. E., ERSÖZ Ş.
2019 4th International Conference on Computer Science and Engineering (UBMK), 11 - 15 September 2019

Automated Nuclei Detection on Pleural Effusion Cytopathology Images using YOLOv3

Kılıç B., BAYKAL KABLAN E., EKİNCİ M., DOĞAN H., ERCİN M. E., ERSÖZ Ş.
2019 4th International Conference on Computer Science and Engineering (UBMK), 11 - 15 September 2019 identifier

Automated Nuclei Detection on Pleural Effusion Cytopathology Images using YOLOv3

Kilic B., Baykal E., Ekinci M., Dogan H., Ercin M. E., Ersoz S.
4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Turkey, 11 - 15 September 2019, pp.418-422 Sustainable Development identifier identifier

Effects of Other Color Spaces on Shape from Focus

DOĞAN H., Baykal E., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Turkey, 11 - 15 September 2019, pp.42-46 identifier identifier

Stain independent nuclei segmentation of cytopathology images: A case study in pleural effusion

BAYKAL KABLAN E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.330-333 identifier identifier

Generation of Optimal Focused 2D and 3D Images for Cytopathological Analysis in Light Microscopic Systems

DOĞAN H., BAYKAL KABLAN E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.275-278 identifier identifier

Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders Seröz Efüzyon Sitolojisinde Yiǧinlanmis Seyrek Oto-Kodlayicilar ile Otomatik Çekirdek Algilama

Baykal E., Dogan H., ERCİN M. E., ERSÖZ Ş., Ekinci M.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4 identifier

3D panoramic imaging for cytopatological analysis in light microscopic system

DOĞAN H., BAYKAL E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
2018 26th Signal Processing and Communications Applications Conference (SIU), 2 - 05 May 2018 identifier

Automated Nuclei Detection in Serous Effusion Cytology with Stacked Sparse Autoencoders

BAYKAL KABLAN E., DOĞAN H., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Image panorama without loss of focusing for microscopic systems

DOĞAN H., Baykal E., EKİNCİ M.
2nd International Conference on Computer Science and Engineering, UBMK 2017, Antalya, Turkey, 5 - 08 October 2017, pp.135-140 identifier identifier

Determination of Optimum Auto Focusing Function for Cytopathological Assesment Processes

DOĞAN H., BAYKAL E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
Medical Tecnologies National Congress (TIPTEKNO), Trabzon, Turkey, 12 - 14 October 2017

Microscopic image stitching for cytopatological analysis

DOĞAN H., BAYKAL E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
29th European Congress of Pathology, 2 - 06 September 2017, vol.471

Automated nuclei detection in pleural effusion based on machine learning

BAYKAL E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
29th European Congress of Pathology, 2 - 06 September 2017, vol.471

Automated Nuclei Detestion in Serous effusion Cyctology Based on Machine Learning

BAYKAL E., DOĞAN H., ERCİN M. E., ERSÖZ Ş., EKİNCİ M.
2017 25th Signal Processing and Communication Application Conference (SIU), 15 - 18 May 2017

Optimal Focusing with Extended Depth of Focus in Microscopic Systems

DOĞAN H., BAYKAL KABLAN E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Automated cell nuclei segmentation in pleural effusion cytology using active appearance model

Baykal E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
17th International Conference on Computer Analysis of Images and Patterns, CAIP 2017, Ystad, Sweden, 22 - 24 August 2017, pp.59-69 identifier identifier

Determination of Optimum Auto Focusing Function for Cytopathological Assessment Processes

DOĞAN H., BAYKAL KABLAN E., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
Medical Technologies National Congress (TIPTEKNO), Trabzon, Turkey, 12 - 14 October 2017 identifier identifier

Automated Nuclei Detection in Serous Effusion Cytology based on Machine Learning

BAYKAL KABLAN E., DOĞAN H., EKİNCİ M., ERCİN M. E., ERSÖZ Ş.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 Sustainable Development identifier identifier

Image Forgery Detection based on SIFT and k-means plus

BAYKAL KABLAN E., ÜSTÜBİOĞLU B., ULUTAŞ G.
39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, Austria, 27 - 29 June 2016, pp.474-477 identifier

Extraction of Unrestricted Palm Patterns in a 3D Environment and Its Application in Biometrics

BAYKAL KABLAN E., EKİNCİ M.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1749-1752 identifier identifier

Unrestricted Pattern Selection in Contact less Palmprint Identification Systems

BAYKAL KABLAN E., EKİNCİ M.
22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.1885-1888 identifier
Metrics

Publication

50

Citation (WoS)

65

H-Index (WoS)

4

Citation (Scopus)

115

H-Index (Scopus)

6

Citation (Scholar)

191

H-Index (Scholar)

6

Citiation (TrDizin)

4

H-Index (TrDizin)

1

Citiation (Sum Other)

4

Project

6
UN Sustainable Development Goals