{
  "id": 335849,
  "title": "Research Papers - Articles | Study Materials for Mayo Clinic - STRIP AI",
  "url": "/competitions/mayo-clinic-strip-ai/discussion/335849",
  "author_name": "Azmine Toushik Wasi",
  "post_date": "2022-07-08T05:52:32.015000",
  "votes": 13,
  "comment_count": 2,
  "views": 0,
  "content": "<h2>Research Papers :</h2>\n<ul>\n<li><a href=\"https://paperswithcode.com/task/image-classification/latest\" target=\"_blank\">Image Classification</a></li>\n<li><a href=\"https://www.nature.com/articles/s41598-022-12367-2\" target=\"_blank\">An image classification deep-learning algorithm for shrapnel detection from ultrasound images</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/abstract/document/9693311\" target=\"_blank\">Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification</a></li>\n<li><a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995\" target=\"_blank\">Online continual learning in image classification: An empirical survey</a></li>\n<li><a href=\"https://link.springer.com/article/10.1007/s10278-021-00556-w\" target=\"_blank\">Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and</a></li>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S2214914722000319\" target=\"_blank\">Deep hybrid: Multi-graph neural network collaboration for hyperspectral image classification</a></li>\n<li><a href=\"https://link.springer.com/article/10.1007/s10489-021-02886-2\" target=\"_blank\">A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification</a></li>\n<li><a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0031320321005872\" target=\"_blank\">Visual vs internal attention mechanisms in deep neural networks for image classification and object detection</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/abstract/document/9709320\" target=\"_blank\">A Novel Method for Hyperspectral Image Classification: Deep Network With Adaptive Graph Structure Integration</a></li>\n<li><a href=\"https://www.nature.com/articles/s41598-018-30619-y\" target=\"_blank\">COVID-19 image classification using deep learning: Advances, challenges and opportunities</a></li>\n<li><a href=\"https://arxiv.org/abs/2207.00156\" target=\"_blank\">Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models</a></li>\n<li><a href=\"https://arxiv.org/abs/2207.00259\" target=\"_blank\">Covid-19 Detection Using transfer Learning Approach from Computed Temography Images</a></li>\n<li><a href=\"https://aimspress.com/aimspress-data/math/2022/3/PDF/math-07-03-248.pdf\" target=\"_blank\">Markov random fields model and applications to image processing</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/document/9744739\" target=\"_blank\">Deep Learning Approaches for Image Classification Techniques</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/document/9718847\" target=\"_blank\">Research and Application of Deep Learning in Image Recognition</a></li>\n</ul>\n<hr>\n<h2>Articles :</h2>\n<ul>\n<li><a href=\"https://viso.ai/computer-vision/image-classification/#:~:text=Pattern%20recognition%20and%20image%20clustering,groups%20based%20on%20their%20characteristics.\" target=\"_blank\">A Complete Guide to Image Classification in 2022</a></li>\n<li><a href=\"https://iq.opengenus.org/basics-of-machine-learning-image-classification-techniques/\" target=\"_blank\">Basics of Image Classification Techniques in Machine Learning</a></li>\n<li><a href=\"https://www.sciencedirect.com/topics/engineering/image-classification\" target=\"_blank\">Image Classification</a></li>\n<li><a href=\"https://www.analyticsvidhya.com/blog/2022/01/image-classification-using-machine-learning/\" target=\"_blank\">Image Classification using Machine Learning</a></li>\n<li><a href=\"https://medium.com/swlh/image-classification-using-machine-learning-and-deep-learning-2b18bfe4693f\" target=\"_blank\">image-classification-using-machine-learning-and-deep-learning-</a></li>\n<li><a href=\"https://medium.com/analytics-vidhya/image-classification-techniques-83fd87011cac\" target=\"_blank\">image-classification-techniques</a></li>\n</ul>",
  "messages": [
    {
      "id": 1847743,
      "postDate": "2022-07-08T05:52:32.017Z",
      "content": "<h2>Research Papers :</h2>\n<ul>\n<li><a href=\"https://paperswithcode.com/task/image-classification/latest\" target=\"_blank\">Image Classification</a></li>\n<li><a href=\"https://www.nature.com/articles/s41598-022-12367-2\" target=\"_blank\">An image classification deep-learning algorithm for shrapnel detection from ultrasound images</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/abstract/document/9693311\" target=\"_blank\">Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification</a></li>\n<li><a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995\" target=\"_blank\">Online continual learning in image classification: An empirical survey</a></li>\n<li><a href=\"https://link.springer.com/article/10.1007/s10278-021-00556-w\" target=\"_blank\">Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and</a></li>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S2214914722000319\" target=\"_blank\">Deep hybrid: Multi-graph neural network collaboration for hyperspectral image classification</a></li>\n<li><a href=\"https://link.springer.com/article/10.1007/s10489-021-02886-2\" target=\"_blank\">A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification</a></li>\n<li><a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0031320321005872\" target=\"_blank\">Visual vs internal attention mechanisms in deep neural networks for image classification and object detection</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/abstract/document/9709320\" target=\"_blank\">A Novel Method for Hyperspectral Image Classification: Deep Network With Adaptive Graph Structure Integration</a></li>\n<li><a href=\"https://www.nature.com/articles/s41598-018-30619-y\" target=\"_blank\">COVID-19 image classification using deep learning: Advances, challenges and opportunities</a></li>\n<li><a href=\"https://arxiv.org/abs/2207.00156\" target=\"_blank\">Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models</a></li>\n<li><a href=\"https://arxiv.org/abs/2207.00259\" target=\"_blank\">Covid-19 Detection Using transfer Learning Approach from Computed Temography Images</a></li>\n<li><a href=\"https://aimspress.com/aimspress-data/math/2022/3/PDF/math-07-03-248.pdf\" target=\"_blank\">Markov random fields model and applications to image processing</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/document/9744739\" target=\"_blank\">Deep Learning Approaches for Image Classification Techniques</a></li>\n<li><a href=\"https://ieeexplore.ieee.org/document/9718847\" target=\"_blank\">Research and Application of Deep Learning in Image Recognition</a></li>\n</ul>\n<hr>\n<h2>Articles :</h2>\n<ul>\n<li><a href=\"https://viso.ai/computer-vision/image-classification/#:~:text=Pattern%20recognition%20and%20image%20clustering,groups%20based%20on%20their%20characteristics.\" target=\"_blank\">A Complete Guide to Image Classification in 2022</a></li>\n<li><a href=\"https://iq.opengenus.org/basics-of-machine-learning-image-classification-techniques/\" target=\"_blank\">Basics of Image Classification Techniques in Machine Learning</a></li>\n<li><a href=\"https://www.sciencedirect.com/topics/engineering/image-classification\" target=\"_blank\">Image Classification</a></li>\n<li><a href=\"https://www.analyticsvidhya.com/blog/2022/01/image-classification-using-machine-learning/\" target=\"_blank\">Image Classification using Machine Learning</a></li>\n<li><a href=\"https://medium.com/swlh/image-classification-using-machine-learning-and-deep-learning-2b18bfe4693f\" target=\"_blank\">image-classification-using-machine-learning-and-deep-learning-</a></li>\n<li><a href=\"https://medium.com/analytics-vidhya/image-classification-techniques-83fd87011cac\" target=\"_blank\">image-classification-techniques</a></li>\n</ul>",
      "rawMarkdown": "## Research Papers : \n- [Image Classification](https://paperswithcode.com/task/image-classification/latest)\n- [An image classification deep-learning algorithm for shrapnel detection from ultrasound images](https://www.nature.com/articles/s41598-022-12367-2)\n- [Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification](https://ieeexplore.ieee.org/abstract/document/9693311)\n- [Online continual learning in image classification: An empirical survey](https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995)\n- [Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and](https://link.springer.com/article/10.1007/s10278-021-00556-w)\n- [Deep hybrid: Multi-graph neural network collaboration for hyperspectral image classification](https://www.sciencedirect.com/science/article/pii/S2214914722000319)\n- [A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification](https://link.springer.com/article/10.1007/s10489-021-02886-2)\n- [Visual vs internal attention mechanisms in deep neural networks for image classification and object detection](https://www.sciencedirect.com/science/article/abs/pii/S0031320321005872)\n- [A Novel Method for Hyperspectral Image Classification: Deep Network With Adaptive Graph Structure Integration](https://ieeexplore.ieee.org/abstract/document/9709320)\n- [COVID-19 image classification using deep learning: Advances, challenges and opportunities](https://www.nature.com/articles/s41598-018-30619-y)\n- [Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models](https://arxiv.org/abs/2207.00156)\n- [Covid-19 Detection Using transfer Learning Approach from Computed Temography Images](https://arxiv.org/abs/2207.00259)\n- [Markov random fields model and applications to image processing](https://aimspress.com/aimspress-data/math/2022/3/PDF/math-07-03-248.pdf)\n- [Deep Learning Approaches for Image Classification Techniques](https://ieeexplore.ieee.org/document/9744739)\n- [Research and Application of Deep Learning in Image Recognition](https://ieeexplore.ieee.org/document/9718847)\n\n---\n\n## Articles : \n- [A Complete Guide to Image Classification in 2022](https://viso.ai/computer-vision/image-classification/#:~:text=Pattern%20recognition%20and%20image%20clustering,groups%20based%20on%20their%20characteristics.)\n- [Basics of Image Classification Techniques in Machine Learning](https://iq.opengenus.org/basics-of-machine-learning-image-classification-techniques/)\n- [Image Classification](https://www.sciencedirect.com/topics/engineering/image-classification)\n- [Image Classification using Machine Learning](https://www.analyticsvidhya.com/blog/2022/01/image-classification-using-machine-learning/)\n- [image-classification-using-machine-learning-and-deep-learning-](https://medium.com/swlh/image-classification-using-machine-learning-and-deep-learning-2b18bfe4693f)\n- [image-classification-techniques](https://medium.com/analytics-vidhya/image-classification-techniques-83fd87011cac)\n",
      "votes": 13
    },
    {
      "id": 1883165,
      "postDate": "2022-08-03T16:08:11.297Z",
      "content": "<p>Great Work </p>",
      "rawMarkdown": "Great Work \n",
      "votes": 1
    },
    {
      "id": 1847905,
      "postDate": "2022-07-08T08:43:13.503Z",
      "content": "<p>Great collection of articles and kernels. Thanks for sharing.</p>",
      "rawMarkdown": "Great collection of articles and kernels. Thanks for sharing.",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 1883165,
      "author_name": "MD.Shafikul Islam",
      "author_url": "",
      "post_date": "2022-08-03T16:08:11.297000",
      "content": "<p>Great Work </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1847905,
      "author_name": "KH_ARJUN",
      "author_url": "",
      "post_date": "2022-07-08T08:43:13.503000",
      "content": "<p>Great collection of articles and kernels. Thanks for sharing.</p>",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1847743": "## Research Papers : \n- [Image Classification](https://paperswithcode.com/task/image-classification/latest)\n- [An image classification deep-learning algorithm for shrapnel detection from ultrasound images](https://www.nature.com/articles/s41598-022-12367-2)\n- [Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification](https://ieeexplore.ieee.org/abstract/document/9693311)\n- [Online continual learning in image classification: An empirical survey](https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995)\n- [Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and](https://link.springer.com/article/10.1007/s10278-021-00556-w)\n- [Deep hybrid: Multi-graph neural network collaboration for hyperspectral image classification](https://www.sciencedirect.com/science/article/pii/S2214914722000319)\n- [A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification](https://link.springer.com/article/10.1007/s10489-021-02886-2)\n- [Visual vs internal attention mechanisms in deep neural networks for image classification and object detection](https://www.sciencedirect.com/science/article/abs/pii/S0031320321005872)\n- [A Novel Method for Hyperspectral Image Classification: Deep Network With Adaptive Graph Structure Integration](https://ieeexplore.ieee.org/abstract/document/9709320)\n- [COVID-19 image classification using deep learning: Advances, challenges and opportunities](https://www.nature.com/articles/s41598-018-30619-y)\n- [Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models](https://arxiv.org/abs/2207.00156)\n- [Covid-19 Detection Using transfer Learning Approach from Computed Temography Images](https://arxiv.org/abs/2207.00259)\n- [Markov random fields model and applications to image processing](https://aimspress.com/aimspress-data/math/2022/3/PDF/math-07-03-248.pdf)\n- [Deep Learning Approaches for Image Classification Techniques](https://ieeexplore.ieee.org/document/9744739)\n- [Research and Application of Deep Learning in Image Recognition](https://ieeexplore.ieee.org/document/9718847)\n\n---\n\n## Articles : \n- [A Complete Guide to Image Classification in 2022](https://viso.ai/computer-vision/image-classification/#:~:text=Pattern%20recognition%20and%20image%20clustering,groups%20based%20on%20their%20characteristics.)\n- [Basics of Image Classification Techniques in Machine Learning](https://iq.opengenus.org/basics-of-machine-learning-image-classification-techniques/)\n- [Image Classification](https://www.sciencedirect.com/topics/engineering/image-classification)\n- [Image Classification using Machine Learning](https://www.analyticsvidhya.com/blog/2022/01/image-classification-using-machine-learning/)\n- [image-classification-using-machine-learning-and-deep-learning-](https://medium.com/swlh/image-classification-using-machine-learning-and-deep-learning-2b18bfe4693f)\n- [image-classification-techniques](https://medium.com/analytics-vidhya/image-classification-techniques-83fd87011cac)\n",
    "1883165": "Great Work \n",
    "1847905": "Great collection of articles and kernels. Thanks for sharing."
  }
}