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@IDU-CVLab

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kenanmorani/README.md
  • Hi, I am Kenan Morani, alternatively spelled Kinan
  • I look to collaborate with academicians, programmers and all others
  • You can always reach me at ([email protected])
  • Kindly check my organization for more details of my work

Achievements

  • Providing mobile-friendly Transformer-based solution for COVID-19 diagnosis using xxs_mobilevit; link
  • Extending COVID-19 solution to Common Pneumonia cases; link
  • Finally, web-apps using streamlit for COVID-19 diagnosis with an accurate methodology are deployed:
      - Using a single 2D grayscale medical slice here
      - Using a full CT scan here
  • Providing an accurate solution for COVID-19 detection and ranking fourth on the leaderboard, within IEEE ICASSP 2023: AI-enabled Medical Image Analysis Workshop and Covid-19 Diagnosis Competition (AI-MIA-COV19D) using a full framework; link
  • Planning and deployment of mature algorithms for 119E578 TÜBİTAK 1001Project, using ImageJ plugins and Docker Images, owned by Prof. Devrim Unay; link1 link2
  • Deployment and Integration of Gaze Estimation algorithm FSA-Net for 5210035 TUBITAK-1505 project, using QT Creator, owned by Prof. Övgü Ozturk
  • Providing a lightweight and easy-to-follow Transfer Learning-based solution for COVID-19 detection through MIA-COVID-19 ECCV 2022 workshop, and being listed again on the leaderboard; link
  • Providing a lightweight solution for COVID-19 diagnosis using image processing techniques and CNN modelling through MIA-COVID-19 ICCV 2021 workshop, and being listed on the leaderboard; link
  • Testing recent feature selection techniques to build a model to predict bank customer' willingness to take a bank loan; link
  • Comparing the main machine learning models (ANN, SVM, RF) for predicting survival of patients with cardiac failure in a case study; link

Popular repositories Loading

  1. COVID-19Deployment COVID-19Deployment Public

    Using Streamlit to deploy COVID-19 diagnosis webapp

    Jupyter Notebook 2

  2. Audio_Signal_Processing_For_Music_Applications_idu Audio_Signal_Processing_For_Music_Applications_idu Public

    Analysis of public audio datasets and audio datasets of my making

    Jupyter Notebook 1 1

  3. Machine_Learning_idu Machine_Learning_idu Public

    Two case studies: effects of changing the learning rate on model perfomance for image classificaiton, and cardiac failure prediction using clinical data

    Jupyter Notebook 1

  4. Speech_Signal_Processing_idu Speech_Signal_Processing_idu Public

    University Course Assignments - Speech Signal Prcessing

    Jupyter Notebook 1

  5. Optimization_Techniques_idu Optimization_Techniques_idu Public

    University Course Assignments - Optimization Techniques

    Jupyter Notebook

  6. Reinforcement_Learning_idu Reinforcement_Learning_idu Public

    University Course Assignment - Reinforcement Learning

    Jupyter Notebook