Polat Goktaş
E-mail : polat.goktas
sabanciuniv.edu
Areas of Interest :
Human-Centered Artificial Intelligence, Machine Learning, Responsible AI, Computer Vision, Natural Language Processing (NLP), Digital Health, Bioinformatics, SustainabilityMembership :
Institute of Electrical and Electronics Engineering (IEEE), Marie Curie Alumni Association (MCAA), Fulbright Alumni Association, The Medical Image Computing and Computer Assisted Intervention (MICCAI) Society, International Society for Advancement of Cytometry (ISAC), Open Innovation in Life Sciences (OILS)Publications :
| Article |
| Karaçay, Pelin and Yaşar, Özgen and Göktaş, Polat and Kucukkaya, Aycan (2026) "Exploring factors associated with nursing students' artificial intelligence literacy: insights from a national mixed methods study", BMC Nursing, Vol.25, No.1 (SCI, SSCI) |
| Sun, Siyuan and Li, Gengfeng and Xiong, Wei and Ibrahim, Shaibu and Göktaş, Polat and Bie, Zhaohong (2026) "Pluvial flood risk management for urban distribution systems: avoidance, reduction, transfer, and retention", International Journal of Electrical Power and Energy Systems, Vol.179 (SCI) |
| Grzybowski, Andrzej and Liu, T. Y. Alvin and Popovic, Marko M. and Zhao, Ally and Miyake, Masahiro and Takahashi, Hidenori and Kawasaki, Ryo and He, Mingguang and Gong, Xia and Göktaş, Polat and Jin, Kai (2026) "Global approval and certification of ophthalmic AI devices: a comparative regulatory perspective", Asia-Pacific Journal of Ophthalmology, Vol.15, No.3 (SCI) |
| Karaçay, Pelin and Göktaş, Polat (2026) "The emerging future of healthcare simulation with artificial intelligence integration". Published Online First https://dx.doi.org/10.1016/j.teln.2026.04.019 |
| Göktaş, Polat and Rabiei-Dastjerdi, Hamidreza (2026) "Artificial intelligence-driven approaches for assessing social vulnerability to natural hazards: a comprehensive bibliometric review", Natural Hazards, Vol.122, No.7 (SCI) |
| Göktaş, Polat and Dikec, Gul (2026) "Mapping the evolution of stigmatization in mental disorders: a bibliometric analysis from 1974 to 2024". Published Online First https://dx.doi.org/10.1007/s00127-025-03003-1 |
| Jin, Kai and Yu, Tao and Ying, Gui shuang and Ge, Zongyuan and Li, Kelvin Zhenghao and Zhou, Yukun and Shi, Danli and Wang, Meng and Göktaş, Polat and Grzybowski, Andrzej (2026) "A systematic review of vision and vision-language foundation models in ophthalmology", Advances in Ophthalmology Practice and Research, Vol.6, No.1, 8-19 (ESCI) |
| Guner, Perihan and Inci, Figen and Yildirim, Nazmiye and Kucukkaya, Aycan and Göktaş, Polat (2026) ""It's just a flu or a death sentence": a descriptive qualitative study on illness perceptions of cancer patients across four paradoxes". Published Online First https://dx.doi.org/10.1177/13591053251404345 |
| Elshehawy, Mahmoud and Kadambi, Madhavi and Hughes, Deborah and Clarke, Daniel and Cooper, Angela and Inani, Mohit and Göktaş, Polat and Goddard, Sarah and Diwakar, Lavanya (2025) "Emergency management of anaphylaxis and the impact of the new UK advanced life support guidelines", Clinical Medicine, Journal of the Royal College of Physicians of London, Vol.25, No.6 (SCI) |
| Göktaş, Polat and Rider, Nicholas L. and Diwakar, Lavanya (2025) "Mapping allergy research: a comprehensive visual and bibliometric analysis of socioeconomic and quality-of-life dimensions", Journal of Allergy and Clinical Immunology: Global, Vol.4, No.4 (ESCI) |
| Book |
| AI and ML techniques in IoT-based communication: a path to sustainable development goals, Mishra, Sumita and Gupta, Nishu and Göktaş, Polat (eds.), Hoboken, New Jersey, USA: Wiley, November 2025 |
| Book Section / Chapter |
| Agrawal, Kushagra and Yagiz, Muhammet Anil and Göktaş, Polat, "AI / ML techniques for enhancing IoT -based communication", AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, Mishra, Sumita and Gupta, Nishu and Göktaş, Polat (eds.), Hoboken, New Jersey, USA: Wiley, November 2025, 33-58 |
| Alharrani, Shumukh and Ibraheem, Amani and Göktaş, Polat, "Introduction to IoT , AI , and ML in sustainable communication", AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, Mishra, Sumita and Gupta, Nishu and Göktaş, Polat (eds.), Hoboken, New Jersey, USA: Wiley, November 2025, 3-32 |
| Göktaş, Polat and Ibrahim, Shaibu, "Energy management and smart grid communication", AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, Mishra, Sumita and Gupta, Nishu and Göktaş, Polat (eds.), Hoboken, New Jersey, USA: Wiley, November 2025, 179-212 |
| Göktaş, Polat and Mishra, Sumita, "IoT security and privacy in sustainable communication", AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, Mishra, Sumita and Gupta, Nishu and Göktaş, Polat (eds.), Hoboken, New Jersey, USA: Wiley, November 2025, 233-266 |
| Gupta, Keshav and Gupta, Nishu and Göktaş, Polat, "Industrial IoT and sustainable development", AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, Mishra, Sumita and Gupta, Nishu and Göktaş, Polat (eds.), Hoboken, New Jersey, USA: Wiley, November 2025, 147-178 |
| Papers in Conference Proceedings |
| Yagiz, Muhammet Anil and Benamara, Amira and Deniz, Zeynep and Göktaş, Polat, "FedVAE-KD: a privacy-preserving federated learning framework for scalable wireless network intrusion detection", 9th International Balkan Conference on Communications and Networking (Balkancom), Institute of Electrical and Electronics Engineers, June 2026 |
| Agrawal, Kushagra and Banarjee, Oishani and Göktaş, Polat, "Trust-aware game-theoretic allocation for secure and efficient IoT-edge systems", First International Conference on Intelligent Computing and Systems at the Edge (ICEdge), Institute of Electrical and Electronics Engineers, December 2025 |
| Yagiz, Muhammet Anil and Cengiz, Zeynep Sude and Göktaş, Polat, "MetaFed: advancing privacy, performance, and sustainability in federated metaverse systems", IEEE International Symposium on Emerging Metaverse (ISEMV), Institute of Electrical and Electronics Engineers, October 2025, 139-146 |