Cansu Yalçın

ORCID: 0009-0009-0032-3612
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About
Contact & Profiles
Research Areas
  • Gene expression and cancer classification
  • Bioinformatics and Genomic Networks
  • COVID-19 diagnosis using AI
  • Intracerebral and Subarachnoid Hemorrhage Research
  • Brain Tumor Detection and Classification
  • Intracranial Aneurysms: Treatment and Complications
  • AI in cancer detection
  • Neurosurgical Procedures and Complications
  • Cerebrovascular and Carotid Artery Diseases
  • Genetic Associations and Epidemiology
  • Retinal Imaging and Analysis
  • Gene Regulatory Network Analysis
  • Acute Ischemic Stroke Management

University of Girona
2023-2024

Antalya Bilim University
2021

The Circle of Willis (CoW) is an important network arteries connecting major circulations the brain. Its vascular architecture believed to affect risk, severity, and clinical outcome serious neuro-vascular diseases. However, characterizing highly variable CoW anatomy still a manual time-consuming expert task. usually imaged by two angiographic imaging modalities, magnetic resonance angiography (MRA) computed tomography (CTA), but there exist limited public datasets with annotations on...

10.48550/arxiv.2312.17670 preprint EN cc-by-nc-nd arXiv (Cornell University) 2023-01-01

One of the key concepts employed in cancer driver gene identification is that mutual exclusivity (ME); a mutation less likely to occur case an earlier has common functionality same molecular pathway. Several ME tests have been proposed recently, however current protocols evaluate two main limitations. Firstly evaluations are mostly with respect simulated data and secondly evaluation metrics lack network-centric view. The latter especially crucial as notion can be achieved through searching...

10.3389/fgene.2021.746495 article EN cc-by Frontiers in Genetics 2021-11-26

ABSTRACT One of the key concepts employed in cancer driver gene identification is that mutual exclusivity (ME); a mutation less likely to occur case an earlier has common functionality same molecular pathway. Several ME tests have been proposed recently, however current protocols evaluate two main limitations. Firstly evaluations are mostly with respect simulated data and secondly evaluation metrics lack network-centric view. The latter especially crucial as notion can be achieved through...

10.1101/2021.08.05.455220 preprint EN cc-by-nd bioRxiv (Cold Spring Harbor Laboratory) 2021-08-06
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