Be warned! The cat is back! 😼

Journal Club

Client-Side Modeling for WSI (Amit)

• TensorFlow.js (MobileNet) training on dynamically extracted WSI tiles

Notes:

• the tool: https://episphere.github.io/downscale-svs

• howto encode img blobs: https://developer.mozilla.org/en-US/docs/Web/API/HTMLCanvasElement/toDataURL

• Mobilnet: https://arxiv.org/abs/1704.04861

• TF model hub: https://tfhub.dev

• TF.js models, including mobilenet: https://tfhub.dev/s?deployment-format=tfjs

• Pretrained mobilenet models uses imagenet: https://www.image-net.org

• 
  

Hackaton

1. Quantilization to handle variance, [PMID 15732138], [Mathworks], Beyond p value [PMID 31217592]

2. Summer internship update, hackathon

3. Review Notebook for serverless presentation this afternoon - https://observablehq.com/@episphere/serverless