Emre Taylan Duman
Ph.D Student
| Gebze Technical University |
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| Department of Bioengineering | ||
| Computational Systems Biology Group | ||
| Gebze-Kocaeli | ||
| TURKEY | ||
| Mailto: |
etduman2018 [at] gtu.edu.tr |
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| Room: | Bioengineering Building, 205 | |
| Phone: | +90 262 605 32 55 | |
| GitHub: | github.com/emretaylanduman | |
Introduction
I have received my B.Sc degree from Department of Bioengineering at Ege University, Turkey. I continued my graduate education in the same department, and performed my M.Sc thesis about the design, simulation and the optimization of the patented low-shear bioreactor. I am a member of the group since September 2018.
I am currently a Ph.D candidate in Department of Bioengineering at Gebze Technical University and Machine Learning and AI scholar in Computer Science at GTU.
Ph.D. Project
My main Ph.D. project is about implementation of the deep learning approaches for the processing of NGS data and the raw signals to learn error patterns in the files.
Publications
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Genomic Data Compression by Deep Learning Methods LSTM and CNN
- The International Symposium on Health Informatics and Bioinformatics 2019, (HIBIT). Izmir / TURKEY (October 19, 2019) (poster presentation)
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Deep Learning Potential on Data Compression
- IV. Turkish Medical Congress 2019 Istanbul / TURKEY (October 29-31, 2019) (poster presentation)
