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subhankar01/README.md

Get in touch with me ! 😄✨

Hey there, hope you're doing great ✨

This is Subhankar Sen-- Welcome to my github space. I am a Computer Science Engineering undergraduate student at Manipal University Jaipur, India. I take a keen interest and have good hands-on experience in the field of Deep Learning, Machine Learning, Computer Vision, Image and Video Processing, and Multimodal Analytics. My undergraduate research experience to date encompasses fields such as AI in Healthcare and Biomedical Image Processing, Representation Learning, Human Action Recognition, Zero-Shot Learning, and Generative Modeling. And I am deeply intrigued to delve deep into new and unexplored fields of problem-solving using AI and thereby enhance my learning curve.

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Stuffs I code with 💻

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List of Research Publications:(under review/published)

Journal:

  • Fuzzy Ensemble of Deep Learning Models using Choquet Integral and Information Theory for Breast Cancer Histology classification (Expert Systems and Applications,ELsevier)(Impact factor:6.772)(accepted)
  • Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray Images (IEEE Journal for Biomedical and Health Informatics)(Impact factor:5.772) [Paper] [Code] PWC PWC
  • A Two-tier Feature Selection Method using Coalition Game and Nystrom Sampling for Screening COVID-19 from Chest X-Ray Images (Journal of Ambient Intelligence and Humanized Computing, Springer)(Impact factor:7.104)[Paper][Code]

List of Research Supervisors I have worked with :

Reach out to me :

Know more about me and my works:

I am always looking for research collaborations with individuals dedicated at the intersection of Deep Learning and Computer Vision. Email is the best way to reach out to me in this case.😊

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  1. SkHAR-Net SkHAR-Net Public

    Python 2

  2. Covid-Chestxray-lambda-fuzzy Covid-Chestxray-lambda-fuzzy Public

    Official Python implementation of IEEE JBHI 2021 paper: "Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray Images"

    Python 15 7

  3. covidfs-aihc covidfs-aihc Public

    Official TensorFlow implementation for AIHC, Springer 2021 paper: "A Two-tier Feature Selection Method using Coalition Game and Nystrom Sampling for Screening COVID-19 from Chest X-Ray Images".

    Python 5 2

  4. fuzzyBACH fuzzyBACH Public

    Our solution for ICIAR 2018 Grand Challenge BACH dataset

    Jupyter Notebook 10 4

  5. gans-specialization gans-specialization Public

    Assignment solution for GANs specialization

    Python 4

  6. ML-DL-Courses ML-DL-Courses Public

    Assignments and resources for Coursera Machine Learning by Andrew Ng, Udemy Machine learning A-Z

    Jupyter Notebook 14 7