Dr. Sinem Burcu Erdoğan
Faculty member, Biomedical Engineering; co-founder of the Acıbadem Data Analytics Lab
Department of Biomedical Engineering · Faculty of Engineering and Natural Sciences Acıbadem Mehmet Ali Aydınlar University
About
Co-founded ADALAB in 2019 and leads its fNIRS brain-imaging and clinical decision-support work.
- fNIRS
- brain imaging
- deep learning
- neuroergonomics
- clinical decision support
Dr. Sinem Burcu Erdoğan co-founded the Acıbadem Data Analytics Laboratory (ADALAB) in 2019 with Dr. Buğrahan Bayram and Prof. Ata Akın. The laboratory uses data science to improve the diagnostic and prognostic capacity of medical technologies, and its active topics include AI in radiology, speech-to-text reporting, brain–machine interfaces, AI in neuropsychiatry and deep learning for clinical decision support.
Her own work centres on functional near-infrared spectroscopy (fNIRS): explainable deep-learning decoding of pain under pharmacological conditions, sex-based differences in functional connectivity during working memory, and virtual reality in pain management. She is the contact for students and researchers who want to join the lab.
Research output
- 77publications
- 360citations
- 11h-index
- 9projects
Figures as recorded in AVESİS, the university’s research information system · AVESİS profile.
Projects & funding
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Diagnosis of small-scale manufacturing defects affecting integrated circuit timing
Project team: Arslan B. (Executive).
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 2232 - Dormitory Research Scholarship Program
-
Test optimisation with real-time test data analysis
Project team: Arslan B. (Executive).
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 3501 - National Young Researcher Career Development Program
-
Metaphor processing in Alzheimer’s disease and frontotemporal dementia and the pathophysiology of its impairment studied with EEG and NIRS
Project team: Erdoğan S. B., Güntekin B., Hanoğlu L.(Executive).
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 1001 - Program for Supporting Scientific and Technological Research Projects
-
Effects of the action-observation method on pain, functional level and brain haemodynamics in knee osteoarthritis
Project team: ÖZTÜRK Ö. (Executive), ERDOĞAN S. B., ALGUN Z. C., Bombacı H..
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 1002 - Quick Support Program
-
Decoding Pain and Non-pain States Using functional Near Infrared Spectroscopy
Project team: Dumlu S. N., Erdoğan S. B., Yukselen G., Öztürk Ö..
-
The Mathematical Mind of Five-Year-Old Children: Mathematical Abilities in the Context of Home, School, and Hemodynamic Changes
Project team: Hamamcı B.(Executive), Akın A., Erdoğan S. B., Yukselen G., Demircan H. Ö..
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 1002 - Quick Support Program
-
Virtual-reality-assisted training to improve the performance of ski jumpers
Project team: Erdoğan S. B., Bedir D..
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 1001 - Program for Supporting Scientific and Technological Research Projects
-
Effects of two virtual-reality methods on brain haemodynamic activity in people with chronic pain
Project team: ÖZTÜRK Ö. (Executive), TEZCAN M. E., ERDOĞAN S. B., FEYZİOĞLU Ö..
- Funder
- ABAPKO — ACU Scientific Research Projects Commission · Project Supported by Higher Education Institutions, BAP Other
-
Effect of vestibular stimulation on virtual-reality-based bodily self-consciousness
Project team: Erdoğan S. B., Hanoğlu L..
- Funder
- TÜBİTAK — Scientific and Technological Research Council of Türkiye · TUBITAK Project, 1002 - Quick Support Program
In the news
Artificial Intelligence in Neuroscience Workshop
The event titled "Artificial Intelligence Workshop in Neuroscience" organized by the Faculty of Engineering and Natural Sciences of our University on January 24 was held with the participation of 75 people as a hybrid.
