2021-11-02 DEC

Journal Club - 9:30-10:30 - Praful

Federated learning for predicting clinical outcomes in patients with COVID-19.
Dayan, I., Roth, H.R., Zhong, A. et al.
Nature Medicine 27, 1735–1743 (2021). https://doi.org/10.1038/s41591-021-01506-3

Business model for FL : https://www.rhinohealth.com ?
NVIDIA as hardware for https://catalog.ngc.nvidia.com/orgs/nvidia/teams/med/models/clara_train_covid19_exam_ehr_xray ?
Clara's SDK: https://docs.nvidia.com/clara/clara-train-sdk/federated-learning/federated_learning.html

Balasubramanian, Jeya (NIH/NCI) [F] to Everyone

I want to understand under what circumstances it is ok to give out such a model. It is easy for me to reverse engineer the training data from the trained model: https://arxiv.org/abs/2003.14053

Me to Everyone

Jeya, I just noticed that this same model is actually the one n the NVIdia catalog I got by mistake - https://catalog.ngc.nvidia.com/orgs/nvidia/teams/med/models/clara_train_covid19_exam_ehr_xray - and indeed with a data+model download button.

Hackaton - 10:30-11:30

Google Cloud Community (update from office hours)

https://www.googlecloudcommunity.com <-- start here!
https://cloud.google.com/innovators
https://cloud.google.com/serverless
https://www.pubsecconnect.com <-- register !
https://cloudonair.withgoogle.com/events/cloud-govt-edu-summit
https://www.googlecloudcommunity.com/gc/custom/page/page-id/Cloud-Roadmap-FAQ <-- roadmaps

Connect

... Brian

Event listening

... Bhaumik

BigQuery

... Daniel

https://console.cloud.google.com/bigquery?p=bigquery-public-data&d=noaa_gsod&page=dataset

https://colab.research.google.com/notebooks/bigquery.ipynb

https://db.rstudio.com/databases/big-query/

Compile AI models for training as a service?

... Jeya

GitHub Apps