Summary
Biography
I am a Research Assistant/Ph.D. student in Biomedical Image Analysis (BioMedIA) Group at the Department of Computing under the supervision of Prof. Daniel Rueckert. My research interest is machine learning for medical imaging.
Previously, I obtained my B.Sc. degree in Electrical & Electronics Engineering from the Bogazici University, and my M.Sc. degree in Biomedical Engineering from the University of California, Irvine.
Publications
Journals
Kart T, Fischer M, Kuestner T, et al. , 2021, Deep Learning-Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies, Investigative Radiology, Vol:56, ISSN:0020-9996, Pages:401-408
Chang P, Kart T, Chow D, et al. , 2020, Classification of Amyloid Beta Deposition Patterns: Comparison of Customized Deep Learning Approaches (vol 78, pg 539, 2019), Journal of Neuropathology and Experimental Neurology, Vol:79, ISSN:0022-3069, Pages:1027-1027
Ouyang C, Biffi C, Chen C, et al. , 2020, Self-supervision with Superpixels: Training Few-Shot Medical Image Segmentation Without Annotation, Lecture Notes in Computer Science (including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol:12374 LNCS, ISSN:0302-9743, Pages:762-780
Conference
Fetit AE, Cupitt J, Kart T, et al. , 2020, Training deep segmentation networks on texture-encoded input: application to neuroimaging of the developing neonatal brain, Medical Imaging with Deep Learning 2020, PMLR, Pages:230-240, ISSN:2640-3498
Chang P, Kart T, Chow D, et al. , 2019, Classification of Amyloid Beta Deposition Patterns: Comparison of Customized Deep Learning Approaches, 95th Annual Meeting of the American-Association-of-Neuropathologists-Inc, OXFORD UNIV PRESS INC, Pages:539-540, ISSN:0022-3069