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Our solution for ICIAR 2018 Grand Challenge BACH dataset

Home Page: https://www.sciencedirect.com/science/article/abs/pii/S0957417421014883

License: MIT License

Jupyter Notebook 100.00%
breast-cancer choquet-integral coalition-game-theory computer-aided-diagnosis computer-vision deep-learning ensemble-learning fuzzy-ensemble information-theory jupyter-notebook keras neural-networks opencv python research-project tensorflow

fuzzybach's Introduction

Get in touch with me ! ๐Ÿ˜„โœจ

Hey there, hope you're doing great โœจ

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.

Anurag's GitHub stats Subhankar's top langs

Stuffs I code with ๐Ÿ’ป

Languages

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Frameworks

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Tools and IDE

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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.๐Ÿ˜Š

fuzzybach's People

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fuzzybach's Issues

data augmentation

hello,
thanks for sharing your code. I want more info about your data augmentation. As I reviewed your code I faced some abbreviations in image names such as RR, RB, RC, and VF. I figured VF stands for vertical flip but I couldn't decode RR, RB, RC. can you make more clarifications about those or share your data augmentation code, please?
thanks, a lot

Question

Can you show the code of the confusion matrix formed after the final integration of the model you proposed? The output was wrong when I did it myself. I would like to refer to the completion code of the results in your output paper.

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