---
title: 'Episode 192: Julianna Ianni - A Crash Course In Foundation Models And Concentriq Embeddings'
type: 'episode'
url: 'https://doc.social/episodes/episode-192-julianna-ianni-a-crash-course-in-foundation-models-and-concentriq-embeddings'
show: 'People of Pathology Podcast'
show_url: 'https://doc.social/podcasts/people-of-pathology-podcast'
published: '2024-11-25'
audio: 'https://mcdn.podbean.com/mf/web/rxvmj4cpzdex7cnd/Julianna_Ianni62r7a.mp3'
---

# Episode 192: Julianna Ianni - A Crash Course In Foundation Models And Concentriq Embeddings

Julianna Ianni from Proscia joins me today. What we discuss with Julianna: Her background in biomedical engineering and biomedical imaging. Transition from radiology to pathology and the overlap between the two fields. Role as VP of AI Rese…

## Summary

Julianna Ianni from Proscia joins me today. What we discuss with Julianna:

- Her background in biomedical engineering and biomedical imaging.

- Transition from radiology to pathology and the overlap between the two fields.

- Role as VP of AI Research and Development at Proscia, focusing on AI applications in digital pathology.

- An overview of foundation models

- Embeddings and their role in feature extraction from data

- Concentriq Embeddings by Proscia:

- The importance of data diversity in training AI models

- Importance of collaboration with other companies in developing AI solutions.

- Future possibilities for foundation models in pathology, including multimodal applications.

Links for this episode:

[Health Podcast Network](https://healthpodcastnetwork.com/)

[ LabVine Learning](http://bit.ly/labvine)

[Dress A Med scrubs](https://dressamed.com/?rfsn=5044297.cb03eb&utm_source=refersion&utm_medium=affiliate&utm_campaign=5044297.cb03eb)

[Digital Pathology Club](https://digitalpathology.club/digital-pathology-beginners-guide-notification?am_id=dennis985)

[Concentriq Embeddings Overview](https://proscia.com/concentriq-embeddings/)

["How Proscia’s AI R&D Team Leveraged Foundation Models at Scale to Build 80 Breast Cancer Biomarker Prediction Models in Under 24 Hours"](https://go.proscia.com/case-study-embeddings?_gl=1*2uwbcq*_gcl_aw*R0NMLjE3MjU2NDE0MDcuQ2owS0NRancwT3EyQmhDQ0FSSXNBQTVodWJVNWxvd3l5cEpOYkNuWU1DMjR4M2h4THJKcmxsTlJGYXpYYUNHa01WVkdqLVVZMS1HVmZvc2FBanBnRUFMd193Y0I.*_gcl_au*MTU5MTM3NzE1Mi4xNzMxMDAxNTU0*_ga*NzE3ODQzMTAwLjE2NjY0ODMzNDk.*_ga_CZ7D42EEFL*MTczMTk3ODc3Ny4xMzc1LjEuMTczMTk3ODc3Ny42MC4wLjA.)

[Foundation Models For Pathology AI Development At Your Fingertips](https://proscia.com/foundation-models-for-digital-pathology-at-your-fingertips/)

[Accelerating Tumor Segmentation Model Development with Concentriq Embeddings](https://proscia.com/accelerating-tumor-segmentation-model-development-with-concentriq-embeddings/)

[The Hidden Costs of AI Development in Pathology and How Concentriq Embeddings Helps Life Sciences Organizations Mitigate Them](https://proscia.com/the-hidden-costs-of-ai-development-in-pathology-and-how-concentriq-embeddings-helps-life-sciences-mitigate-them/)

People of Pathology Podcast:

[Twitter](https://twitter.com/peopleofpath)

[Instagram](https://www.instagram.com/peopleofpath/?utm_source=ig_embed&ig_rid=87f3e0df-5864-418e-a5b3-5fdd260ba05b)