Polat, Gorkem

1. Common Limitations of Image Processing Metrics:A Picture Story
   2021/04/12 by Annika Reinke, Reinke, Annika, Minu D. Tizabi +124 · 9 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation
   2022/02/09 by Polat, Gorkem, Ergenc, Ilkay, Kani, Haluk Tarik +3 · 5 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
   2022/02/24 by Sharib Ali, Noha Ghatwary, Ali, Sharib +61 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
4. Biomedical image analysis competitions: The state of current participation practice
   2022/12/16 by Matthias Eisenmann, Eisenmann, Matthias, Annika Reinke +452 · 2 citations
   Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging