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added latest release news / accepted paper
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tomolopolis committed Oct 18, 2022
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4 changes: 2 additions & 2 deletions docs/main.md
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**Available Models (requires UMLS license) [here](https://uts.nlm.nih.gov/uts/login?service=https://medcat.rosalind.kcl.ac.uk/auth-callback)**

## News
- **Paper** [A New Public Corpus for Clinical Section Identification: MedSecId](https://aclanthology.org/2022.coling-1.326.pdf)
- **New Release** \[5. October 2022\]**: Logging changes, and various small updates. [Full changelog](https://github.com/CogStack/MedCAT/compare/v1.3.0...v1.4.0)
- **New Downloader \[15. March 2022\]**: You can now [download](https://uts.nlm.nih.gov/uts/login?service=https://medcat.rosalind.kcl.ac.uk/auth-callback) the latest SNOMED-CT and UMLS model packs via UMLS user authentication.
- **New Feature and Tutorial \[7. December 2021\]**: [Exploring Electronic Health Records with MedCAT and Neo4j](https://towardsdatascience.com/exploring-electronic-health-records-with-medcat-and-neo4j-f376c03d8eef)
- **New Minor Release \[20. October 2021\]** Introducing model packs, new faster multiprocessing for large datasets (100M+ documents) and improved MetaCAT.
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as well as potential problems with all code that used the MedCAT package. MedCAT v0.4 is available on the legacy
branch and will still be supported until 1. July 2021
(with respect to potential bug fixes), after it will still be available but not updated anymore.
- **Paper**: [What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization](https://www.aclweb.org/anthology/2021.naacl-main.382.pdf)
- ([more...](https://github.com/CogStack/MedCAT/blob/master/media/news.md))

## Demo
A demo application is available at [MedCAT](https://medcat.rosalind.kcl.ac.uk). This was trained on MIMIC-III and all of SNOMED-CT.
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# News

- **New Release** \[5. October 2022\]**: Logging changes, and various small updates. [Full changelog](https://github.com/CogStack/MedCAT/compare/v1.3.0...v1.4.0)
- **New Feature and Tutorial \[8. July 2021\]**: [Integrating 🤗 Transformers with MedCAT for biomedical NER+L](https://towardsdatascience.com/integrating-transformers-with-medcat-for-biomedical-ner-l-8869c76762a)
- **General \[1. April 2021\]**: MedCAT is upgraded to v1, unforunately this introduces breaking changes with older models (MedCAT v0.4),
as well as potential problems with all code that used the MedCAT package. MedCAT v0.4 is available on the legacy
branch and will still be supported until 1. July 2021
(with respect to potential bug fixes), after it will still be available but not updated anymore.
- **Paper**: [A New Public Corpus for Clinical Section Identification: MedSecId.](https://aclanthology.org/2022.coling-1.326.pdf)
- **Paper**: [What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization](https://www.aclweb.org/anthology/2021.naacl-main.382.pdf)
- **Paper**: [Treatment with ACE-inhibitors is not associated with early severe SARS-Covid-19 infection in a multi-site UK acute Hospital Trust](https://www.researchgate.net/publication/340261837_Treatment_with_ACE-inhibitors_is_not_associated_with_early_severe_SARS-Covid-19_infection_in_a_multi-site_UK_acute_Hospital_Trust)
- **Paper**: [Supplementing the National Early Warning Score (NEWS2) for anticipating early deterioration among patients with COVID-19 infection](https://www.medrxiv.org/content/10.1101/2020.04.24.20078006v1)
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