Pinar Firat

Prototyping and productization of 3D organ segmentation projects such as Lung Fissure and Liver Segmentation by using the Whole Body and Oncology Group’s leverage that mostly focuses on anatomical context learning. Preparing the training and testing pipelines which consist of software modules employing object detection, tracking and recognition algorithms. Experimenting with intra-modality applications between 3D CT and 3D DynaCT. (C++, CMake, Siemens internal products such as XipBuilder, CoMod, Syngo.via)

-Master Thesis: Extending Complex Event Processing for diagnostics applications of technical systems Designing an approach for how to extend rule-based languages with new capabilities to represent additional mathematical abstractions. Implementation based on gas/steam turbine diagnostics domain -Smart Home” project Designing a situation recognition system for smart buildings using various sensors. Applying data mining and machine learning methods.

Working Student of Radiology Department Generating information integration methods between DICOM Ultrasound files, which are extracted data from trials, and Tomtec files, and evaluating generated methods on Tomtec Image Arena Software Intern of Radiology Department Analysis of fetal growing charts, designing an efficient data storing format for charts, implementing a small Matlab program for visualizing individual data with charts for decision support system

Medical Image Processing, Computer Vision, Machine Learning, Computer Assisted Medical Procedures