# Healthcare Use Cases

**URL:** https://discourse.cogstack.org/c/healthcare-use-cases/7.md

[Latest](https://discourse.cogstack.org/latest.md) · [Categories](https://discourse.cogstack.org/categories.md) · [Tags](https://discourse.cogstack.org/tags.md)

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## [About the Healthcare Use Cases category](https://discourse.cogstack.org/t/about-the-healthcare-use-cases-category/21)

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**Author:** [@zeljko](https://discourse.cogstack.org/u/zeljko)\
**Replies:** 0

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Use this to discuss your healthcare use-cases (new or old) more in general, without going into implementation details.

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## [Multiple NLP models or single one](https://discourse.cogstack.org/t/multiple-nlp-models-or-single-one/112)

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**Author:** [@sangeetabose](https://discourse.cogstack.org/u/sangeetabose)\
**Replies:** 3\
**Last updated:** [November 29, 2022, 10:56am UTC](https://discourse.cogstack.org/t/multiple-nlp-models-or-single-one/112 "2022-11-29T10:56:09Z")

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Hi… We are using MedCAT on clinical notes of patients. One of the options being considered was training a generalized model and multiple specialized models depending on the disease group. This needs using multiple models…

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## [CogStack deployments - Australia](https://discourse.cogstack.org/t/cogstack-deployments-australia/66)

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**Author:** [@richarddobson](https://discourse.cogstack.org/u/richarddobson)\
**Replies:** 0\
**Last updated:** [July 8, 2022, 11:15am UTC](https://discourse.cogstack.org/t/cogstack-deployments-australia/66 "2022-07-08T11:15:47Z")

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I noticed that CogStack is picking up momentum in Australia - you can hear more about the work of Monash Partners here:

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## [Detecting mismatch between intent and action](https://discourse.cogstack.org/t/detecting-mismatch-between-intent-and-action/36)

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**Author:** [@Jthteo](https://discourse.cogstack.org/u/Jthteo)\
**Replies:** 2\
**Last updated:** [May 4, 2022, 7:09pm UTC](https://discourse.cogstack.org/t/detecting-mismatch-between-intent-and-action/36 "2022-05-04T19:09:25Z")

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Recent preprint showing the usability in detecting the mismatch between what a clinician types in freetext of an EHR and what a clinician does in the EHR, e.g. missed order entries, wrongly coded follow-up: https://prepr…

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## [Capturing health-related outcomes in unstructured data](https://discourse.cogstack.org/t/capturing-health-related-outcomes-in-unstructured-data/37)

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**Author:** [@Jthteo](https://discourse.cogstack.org/u/Jthteo)\
**Replies:** 0\
**Last updated:** [April 1, 2022, 2:37pm UTC](https://discourse.cogstack.org/t/capturing-health-related-outcomes-in-unstructured-data/37 "2022-04-01T14:37:25Z")

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Traditionally health outcome capture has operated on two extremely structured approaches: Dichotomous (Live or Dead; Event happened or didn’t happen) Categorical (ordinal outcome scales like EQ5D5L) Within unstructure…

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## [CogStack in Primary Care - Practises / PCN data access from SystemC or TPP](https://discourse.cogstack.org/t/cogstack-in-primary-care-practises-pcn-data-access-from-systemc-or-tpp/26)

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**Author:** [@tomolopolis](https://discourse.cogstack.org/u/tomolopolis)\
**Replies:** 0\
**Last updated:** [March 31, 2022, 2:13pm UTC](https://discourse.cogstack.org/t/cogstack-in-primary-care-practises-pcn-data-access-from-systemc-or-tpp/26 "2022-03-31T14:13:03Z")

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So during DigitalHealth:Rewired the topic of having CogStack for primary care came up. With SystemC and TPP being the main providers of EHR systems in primary I learnt that its actually really difficult for individual pr…