Serbülent Ünsal

According to our database, Serbülent Ünsal authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

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

PhD thesis, 2023

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

2022

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