The article \"Analysis of the Human Protein Atlas Image Classification Competition\" describing solutions and models from this Kaggle competition is now published in Nature Methods. We would like to thank all the contributing teams and co-authors, it has been a pleasure working with you! We now have models that perform 20% better than previous models for protein subcellular pattern classification, a great step forward for cell biology research. The top ranking models can be found in this model zoo.
\n\nA free pdf version of the paper can be found here.
\n\nThank you all for a great competition!
\n\nEmma and the Human Protein Atlas team
", "messages": [ { "id": "685688", "postDate": "12/02/2019 05:42:27", "content": "The article \"Analysis of the Human Protein Atlas Image Classification Competition\" describing solutions and models from this Kaggle competition is now published in Nature Methods. We would like to thank all the contributing teams and co-authors, it has been a pleasure working with you! We now have models that perform 20% better than previous models for protein subcellular pattern classification, a great step forward for cell biology research. The top ranking models can be found in this model zoo.
\n\nA free pdf version of the paper can be found here.
\n\nThank you all for a great competition!
\n\nEmma and the Human Protein Atlas team
", "rawMarkdown": "The article \"[Analysis of the Human Protein Atlas Image Classification Competition](https://www.nature.com/articles/s41592-019-0658-6)\" describing solutions and models from this Kaggle competition is now published in Nature Methods. We would like to thank all the contributing teams and co-authors, it has been a pleasure working with you! We now have models that perform 20% better than previous models for protein subcellular pattern classification, a great step forward for cell biology research. The top ranking models can be found in this [model zoo](https://modelzoo.cellprofiling.org/#/).\n\nA free pdf version of the paper can be found [here](https://rdcu.be/bX6Oq).\n\nThank you all for a great competition!\n\nEmma and the Human Protein Atlas team", "votes": null }, { "id": "687992", "postDate": "12/05/2019 05:07:10", "content": "This is so interesting!!! Thanks for sharing.
", "rawMarkdown": "This is so interesting!!! Thanks for sharing.", "votes": null } ], "comments": [ { "id": 687992, "author_name": "stitch", "author_url": "", "post_date": "12/05/2019 05:07:10", "content": "This is so interesting!!! Thanks for sharing.
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "685688": "The article \"[Analysis of the Human Protein Atlas Image Classification Competition](https://www.nature.com/articles/s41592-019-0658-6)\" describing solutions and models from this Kaggle competition is now published in Nature Methods. We would like to thank all the contributing teams and co-authors, it has been a pleasure working with you! We now have models that perform 20% better than previous models for protein subcellular pattern classification, a great step forward for cell biology research. The top ranking models can be found in this [model zoo](https://modelzoo.cellprofiling.org/#/).\n\nA free pdf version of the paper can be found [here](https://rdcu.be/bX6Oq).\n\nThank you all for a great competition!\n\nEmma and the Human Protein Atlas team", "687992": "This is so interesting!!! Thanks for sharing." }, "source": "meta" }