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Gözde Ünal

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Gözde Ünal

Profesor

 https://orcid.org/0000-0001-5942-8966

  • İTÜ Ayazağa Kampüsü

    34000 Istanbul

    Turkey

2000 …2026

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  • BONBID-HIE 2023: Lesion Segmentation Challenge in BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy

    Bao, R., Foster, A. N., Song, Y., Vyas, R., Kesri, A., Eddine Toubal, I., Soltani Kazemi, E., Rahmon, G., Kucukpinar, T., Almansour, M., Ho, M. L., Palaniappan, K., Ninalga, D., Prasad Koirala, C., Mohapatra, S., Schlaug, G., Wodzinski, M., Muller, H., Ellis, D. G. & Aizenberg, M. R. & 11 others, Arda Aydin, M., Abdinli, E., Unal, G., Tahmasebi, N., Punithakumar, K., Song, T., Peng, Y., Bates, S. V., Hirschtick, R., Ellen Grant, P. & Ou, Y., Apr 2026, In: IEEE Transactions on Medical Imaging. 45, 4, p. 1711-1725 15 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Citation (Scopus)

  • Disentanglement with factor quantized variational autoencoders

    Baykal, G., Kandemir, M. & Unal, G., 14 Jan 2026, In: Neurocomputing. 661, 131968.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Citation (Scopus)

  • PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification

    Gulsen, M., Cengiz, B., Şahin, Y. H. & Unal, G., 2026, Pattern Recognition and Artificial Intelligence - Selected Papers from the 6th Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI24. García Márquez, F. P., Hameed, A. A. & Jamil, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 727-740 14 p. (Lecture Notes in Networks and Systems; vol. 1393 LNNS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Assessing walkability with deep CNNs by integrating objective and subjective urban qualities: The case of ‘Cittaslow’ neighborhoods

    Kaynarkaya, S., Çekmiş, A., Çetin, İ., Şahin, Y. H. & Ünal, G., 1 Oct 2025, In: Sustainable Cities and Society. 133, 106863.

    Research output: Contribution to journal › Article › peer-review

    6 Citations (Scopus)

  • SegResNet Based Reciprocal Transformation for BONBID-HIE Lesion Segmentation

    Aydın, M. A., Abdinli, E. & Unal, G., 2025, AI for Brain Lesion Detection and Trauma Video Action Recognition - 1st BONBID-HIE Lesion Segmentation Challenge and 1st Trauma Thompson Challenge, Held in Conjunction with MICCAI 2023, Proceedings. Bao, R., Grant, E., Ou, Y., Kirkpatrick, A. & Wachs, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-44 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14567 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • UniMLR: Modeling Implicit Class Significance for Multi-Label Ranking

    Yesilkaynak, V. B., Dari, E., Mertan, A. & Unal, G., 21 Oct 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 3242-3249 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • A Study Regarding Machine Unlearning on Facial Attribute Data

    Gundogdu, E., Unal, A. & Unal, G., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)
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