Learning functional properties of proteins with language models. - Serbülent Ünsal; Heval Atas; Muammer Albayrak; Kemal Turhan; Aybar C. Acar; Tunca Dogan (Nat. Mach. Intell., 2022)

Prediction of gestational diabetes using deep learning and Bayesian optimization and traditional machine learning techniques. - Burçin Kurt; Beril Gürlek; Seda Keskin; Sinem Özdemir; Özlem Karadeniz; Ilknur Buçan Kirkbir; Tugba Kurt; Serbülent Ünsal; Cavit Kart; Neslihan Baki; Kemal Turhan (Medical Biol. Eng. Comput., 2023)

A deep learning based protein representation model forlow-data protein function prediction (Az veri ile protein fonksiyon tahmini için derin öğrenmebazlı bir protein temsil modeli) - Serbülent Ünsal (2023)

Multi-modal Representation Learning Enables Accurate Protein Function Prediction in Low-Data Setting. - Serbülent Ünsal; Sinem Özdemir; Bünyamin Kasap; M. Ersan Kalayci; Kemal Turhan; Tunca Dogan; Aybar C. Acar (CoRR, 2024)