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Biography

Leadership Roles:
- Chair, IEEE Young Professionals Innovation Hub Subcommittee
- Vice Chair, Marie Curie Alumni Association (MCAA) Sustainability Working Group
- Secretary of the Board, MCAA Ireland Chapter
- Sub-Lead Chairman, Professional Development Portfolio, IEEE Engineering in Medicine and Biology Society SAC

Editorial and Review Contributions:
- Associate Editor, Fulbright Chronicles
- Academic Editor, PLOS ONE
- Managing Editor, MCAA Newsletter
- Editorial Review Board Member, Sustainable Futures
- Early Career Researcher Board Member, Nursing Open
- Youth Editorial Board Member, Regenerative Medicine Reports

Topic Coordinator and Guest Editor:
- Topical Advisory Panel Member, MDPI Electronics
- Guest Editor, Special Issue for MDPI Healthcare on “Recent Developments in Artificial Intelligence for Ophthalmology: Advances, Challenges and Future Directions”
- Guest Editor, Special Issue for Fulbright Chronicles on "The Intersection of Artificial Intelligence and Social Science Perspectives in Education"
- Guest Editor, Special Issue for Frontiers in Allergy on "Artificial Intelligence in Allergology: Screening, Diagnosis, and Personalized Management"
- Guest Editor, Topical Collection for Journal of Intelligent Communication on "Integrating Artificial Intelligence into Healthcare Management, Marketing, and Operations: Strategies, Challenges, and Innovations"
- Guest Editor, Special Issue for MCAA Newsletter on "Integrating Sustainability in Research and Innovation: Strategies, Challenges, and Case Studies"
- Guest Editor, Special Issue for MCAA Newsletter on "Charting the Course to a Sustainable Work Culture in Research"

Technical Program Committee (TPC) Membership:
- Organizer, Sustainable AI for Internet-of-Things (IoT) networks special session for IJCNN 2025.
- TPC Member, International Workshop on Energy-Aware Mobile IoT (Eware IoT) for Eware-IoT 2024.
- TPC Member,Distributed and Intelligent Edge Computing for 6G Communications workshop session for IEEE MECOM 2024.
- Organizer, Sustainable AI for 6G Communications special session for IEEE ICNSC 2024.
- TPC Member, 35th Irish Signals & Systems Conference (ISSC 2024), Belfast, UK, and 34th ISSC 2023, Dublin, Ireland.

Activities

Employment (6)

University College Dublin School of Computer Science and Informatics & CeADAR: Dublin, IE

2024-02 to present | Senior Research Scientist
Employment
Source: Self-asserted source
POLAT GOKTAS

University College Dublin School of Computer Science and Informatics: Dublin, IE

2021-01 to 2024-01 | Marie-Curie Research Fellow (Centre for Applied Data Analytics Research)
Employment
Source: Self-asserted source
POLAT GOKTAS

Bilkent University: Ankara, TR

2012-09 to 2020-09 | Research & Teaching Assistant (Department of Electrical and Electronics Engineering)
Employment
Source: Self-asserted source
POLAT GOKTAS

Koç University: Istanbul, TR

2018-10 to 2019-10 | Visiting Ph.D. Researcher (Department of Physiology, School of Medicine)
Employment
Source: Self-asserted source
POLAT GOKTAS

Wellman Center for Photomedicine: Boston, MA, US

2017-07 to 2018-12 | Fulbright Ph.D. Research Fellow (Massachusetts General Hospital, Harvard Medical School)
Employment
Source: Self-asserted source
POLAT GOKTAS

Bilkent University: Ankara, TR

2015-02 to 2017-06 | Research Engineer (Communications and Spectrum Management Research Centre)
Employment
Source: Self-asserted source
POLAT GOKTAS

Education and qualifications (3)

Bilkent University: Ankara, TR

2015-02 to 2020-08 | Ph.D. (Department of Electrical and Electronics Engineering)
Education
Source: Self-asserted source
POLAT GOKTAS

Bilkent University: Ankara, TR

2012-09 to 2015-01 | M.Sc. (Department of Electrical and Electronics Engineering)
Education
Source: Self-asserted source
POLAT GOKTAS

Ankara University: Ankara, Ankara, TR

2008-09 to 2012-06 | B.Sc. (Department of Electrical and Electronics Engineering)
Education
Source: Self-asserted source
POLAT GOKTAS

Professional activities (3)

IEEE: New York, NY, US

2017 to present | Member
Membership
Source: Self-asserted source
POLAT GOKTAS

University College Dublin: Dublin, IE

2020-03 | Marie-Curie Research Fellow (Centre for Applied Data Analytics Research)
Distinction
Source: Self-asserted source
POLAT GOKTAS

Wellman Center for Photomedicine: Boston, MA, US

2017-07 | Fulbright Ph.D. Research Fellow (Massachusetts General Hospital, Harvard Medical School)
Distinction
Source: Self-asserted source
POLAT GOKTAS

Funding (5)

DeepStain - Marie-Curie Career-FIT PLUS Grant

2021-01 to 2024-01 | Grant
Enterprise Ireland (Dublin, IE)
Source: Self-asserted source
POLAT GOKTAS

Young Scientist Award

2020 to 2020 | Award
Middle East Technical University (Ankara, Ankara, TR)
Source: Self-asserted source
POLAT GOKTAS

Fulbright Fellowship

2017-07 to 2018-12 | Salary award
Fulbright Association (D.C., D.C., US)
Source: Self-asserted source
POLAT GOKTAS

IEEE APS Doctoral Research Grant

2017 to 2018 | Grant
IEEE Foundation (NJ, NJ, US)
Source: Self-asserted source
POLAT GOKTAS

Young Scientist Award - 66th Lindau Nobel Laureate Meeting

2016 to 2016 | Award
Scientific and Technological Research Council of Turkey (Ankara, TR)
Source: Self-asserted source
POLAT GOKTAS

Works (29)

IoT-Based Service Allocation in Edge Computing Using Game Theory

2025 | Book chapter
Contributors: Kushagra Agrawal; Polat Goktas; Biswajit Sahoo; Sujata Swain; Anjan Bandyopadhyay
Source: check_circle
Crossref

Tapping Into Awareness: Assessing Nursing Students’ Water Consumption Behaviors and Sustainability Perceptions Through a Cross‐Sectional Study With Machine Learning Approach

Public Health Nursing
2025-01 | Journal article
Contributors: Aycan Kucukkuya; Gonul Bodur; Sabri Yasir Ozata; Polat Goktas
Source: check_circle
Crossref

Answering Key Questions About Air Pollution Dynamics in Ho Chi Minh City: A Spatiotemporal Analysis Using the XAI-SHAP Clustering Approach

2024 | Book chapter
Contributors: Polat Goktas; Rajnish Rakholia; Ricardo S. Carbajo
Source: check_circle
Crossref

Investigating Air Pollution Dynamics in Ho Chi Minh City: A Spatiotemporal Study Leveraging XAI-SHAP Clustering Methodology

2024 | Book chapter
Contributors: Polat Goktas; Rajnish Rakholia; Ricardo S. Carbajo
Source: check_circle
Crossref

Hemşirelik Eğitiminde Dönüşüm: ChatGPT’nin Potansiyeli, Yararları, Sınırlılıkları ve Zorlukları

Fenerbahçe Üniversitesi Sağlık Bilimleri Dergisi
2024-12-31 | Journal article
Contributors: Pelin Karaçay; Özgen Yaşar; Aycan Küçükkaya; Polat Göktas
Source: check_circle
Crossref

Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI

2024-11-19 | Conference paper
Contributors: Muhammet Anil Yagiz; Pedram MohajerAnsari; Mert D. Pesé; Polat Goktas
Source: check_circle
Crossref

Immunosuppressive medication adherence and affecting factors in solid organ transplantation patients: a mixed-methods study

The European Research Journal
2024-11-04 | Journal article
Contributors: Emine Selda Gündüz; Nihal Kiraz; Aycan Küçükkaya; Polat Göktas
Source: check_circle
Crossref

Future of allergy and immunology

Annals of Allergy, Asthma & Immunology
2024-10 | Journal article
Contributors: Polat Goktas; Ebru Damadoglu
Source: check_circle
Crossref

Ethics, transparency, and explainability in generative ai decision-making systems: a comprehensive bibliometric study

Journal of Decision Systems
2024-10-10 | Journal article
Contributors: Polat Goktas
Source: check_circle
Crossref

Assessing the Impact of ChatGPT in Dermatology: A Comprehensive Rapid Review

Journal of Clinical Medicine
2024-10-03 | Journal article
Contributors: Polat Goktas; Andrzej Grzybowski
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Large Language and Vision Assistant in dermatology: a game changer or just hype?

Clinical and Experimental Dermatology
2024-07-19 | Journal article
Contributors: Polat Goktas; Duygu Gulseren; Anne-Marie Tobin
Source: check_circle
Crossref

Utilizing GPT 4.0 with prompt learning in nursing education: A case study approach based on Benner's theory

Teaching and Learning in Nursing
2024-04 | Journal article
Contributors: Polat Goktas; Aycan Kucukkaya; Pelin Karacay
Source: check_circle
Crossref

Transforming Radiology with Artificial Intelligence Visual Chatbot: A Balanced Perspective

Journal of the American College of Radiology
2024-02 | Journal article
Contributors: Polat Goktas; Ahmet Muhtesem Agildere
Source: check_circle
Crossref

Leveraging the efficiency and transparency of artificial intelligence‐driven visual Chatbot through smart prompt learning concept

Skin Research and Technology
2023-11 | Journal article
Contributors: Polat Goktas; Aycan Kucukkaya; Pelin Karacay
Source: check_circle
Crossref

Reply to “Artificial intelligence’s potential in tailoring prescription of biological therapy for chronic rhinosinusitis”

The Journal of Allergy and Clinical Immunology: In Practice
2023-10 | Journal article
Contributors: Polat Goktas; Gul Karakaya; Ali Fuat Kalyoncu; Ebru Damadoglu
Source: check_circle
Crossref

Artificial Intelligence Chatbots in Allergy and Immunology Practice: Where Have We Been and Where Are We Going?

The Journal of Allergy and Clinical Immunology: In Practice
2023-09 | Journal article
Contributors: Polat Goktas; Gul Karakaya; Ali Fuat Kalyoncu; Ebru Damadoglu
Source: check_circle
Crossref

Thermo‐SPT: A new skin prick test evaluation framework based on low‐cost, portable smartphone thermography

Clinical & Experimental Allergy
2023-06 | Journal article
Contributors: Polat Goktas; Ozge Can Bostan; Duygu Gulseren; Mehmet Erdem Cakmak; Saltuk Bugra Kaya; Ebru Damadoglu; Gul Karakaya; Ali Fuat Kalyoncu
Source: check_circle
Crossref

PPSW–SHAP: Towards Interpretable Cell Classification Using Tree-Based SHAP Image Decomposition and Restoration for High-Throughput Bright-Field Imaging

Cells
2023-05-13 | Journal article
Contributors: Polat Goktas; Ricardo Simon Carbajo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A structured mechanical risk sensitivity assessment system using red cell deformability and fragmentation parameters

BIORHEOLOGY
2021 | Conference paper
Source: Self-asserted source
POLAT GOKTAS

A Novel Fragmentation Sensitivity Index Determines the Susceptibility of Red Blood Cells to Mechanical Trauma.

Frontiers in physiology
2021-08 | Journal article
Contributors: Ugurel E; Goksel E; Goktas P; Cilek N; Atar D; Yalcin O
Source: Self-asserted source
POLAT GOKTAS via Europe PubMed Central

Development of a novel skin prick test evaluation methodology using a low-cost, smartphone-based thermographic imaging: A feasibility study

2020 | Journal article
Source: Self-asserted source
POLAT GOKTAS

Development of an Experimental Image Processing Tool and Flow-Cytometry Based Electromagnetic Scattering Analysis for Medical Diagnosis of Red Blood Cell Pathology

2020 | Dissertation or Thesis
Source: Self-asserted source
POLAT GOKTAS

Image-Based Flow Cytometry and Angle-Resolved Light Scattering to Define the Sickling Process.

Cytometry. Part A : the journal of the International Society for Analytical Cytology
2019-04 | Journal article
Contributors: Goktas P; Sukharevsky IO; Larkin S; Kuypers FA; Yalcin O; Altintas A
Source: Self-asserted source
POLAT GOKTAS via Europe PubMed Central

Cell morphology-based classification in red blood cells by angle-resolved electromagnetic scattering approach

2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting
2018 | Conference paper
Source: Self-asserted source
POLAT GOKTAS

Electromagnetic scattering by several 2-D single biological cell models

2018 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM)
2018 | Conference paper
Source: Self-asserted source
POLAT GOKTAS

Short-term propagation measurements and modeling for terrestrial line-of-sight links

2016 10th European Conference on Antennas and Propagation (EuCAP)
2016 | Conference paper
Source: Self-asserted source
POLAT GOKTAS

A new approach to diffraction modelling for line-of-sight (LOS) paths

2015 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC)
2015 | Conference paper
Source: Self-asserted source
POLAT GOKTAS

Analysis and implementation of prediction models for the design of fixed terrestrial point-to-point systems

2015 | Dissertation or Thesis
Source: Self-asserted source
POLAT GOKTAS

Multipath fading effect on terrestrial microwave LOS radio links

2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting
2015 | Conference paper
Source: Self-asserted source
POLAT GOKTAS

Peer review (27 reviews for 10 publications/grants)

Review activity for Biomedical signal processing and control. (2)
Review activity for Electronics. (1)
Review activity for European journal of cardiovascular nursing : (1)
Review activity for European journal of radiology. (2)
Review activity for Journal of allergy and clinical immunology. (2)
Review activity for Journal of allergy and clinical Immunology. (7)
Review activity for Nurse education today. (3)
Review activity for Nursing outlook. (2)
Review activity for Sustainable futures. (1)
Review activity for Teaching and learning in nursing (6)