Developing Healthtech Software

Google’s Personal Health LLM (PH-LLM)


Healthtech Development

AvoMD

AvoMD is an AI-enabled, no-code application builder that lets clinicians and hospitals build their own applications that work for any specialty, in any care setting, for every clinician type, including use cases like interactive clinical guidelines (i.e. sepsis, COVID), medical calculators, billing support, documentation automation, and more. The company has already developed standardized integrations with the largest electronic health record systems in the US, allowing organizations to efficiently deploy the solution. AvoMD also supports AI model integration, which enables doctors to incorporate clinical predictions based on AI at the point of care.


ScienceIO (acquired by Veradigm in Feb 2024 ) makes an API that converts free-form medical text data into properly-formatted API calls

ScienceIO API example

Open Source

MMedLM

multilingual language model for medicine *  25.5B tokens encompassing 6 main languages, termed as MMedC, that enables auto-regressive training for existing general LLMs. * MMedLM 2, with only 7B parameters, achieves superior performance compared to all other open-source models, even rivaling GPT-4 on MMedBench.

Qiu et al. (2024)

Case Study

References

Qiu, Pengcheng, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, and Weidi Xie. 2024. “Towards Building Multilingual Language Model for Medicine.” arXiv. http://arxiv.org/abs/2402.13963.