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Howdy! It's nice to see a new/familiar face around here šŸ‘‹

{
    Name: "Stan",
    Location: "Toronto, Ontario",
    Job: "Data Scientist @ SickKids",
    Education: "BS Computer Science",
    Email: "[email protected]",
}
šŸ”­ I'm currently working on:
    - Improving AI-enabled automated view labeling of kidney ultrasound images/videos
    - Investigating of LLMs in the clinic and the impact of quantization methods
    - Exploring the effectiveness of LLMs when it lacks knowledge of a rare disease
    - Automating abnormality detection in pre-natal babies using prenatal ultrasound segmentation
    - A mobile dating app for people looking for serious relationships
šŸŒ± Iā€™m currently learning about:
    - popular semi-supervised learning methods
    - LLM quantization methods
    - geohash searching for finding nearby users
šŸ‘Æ Iā€™m looking to collaborate on:
    - Anything ML for Health

Stanley Z. Hua's Projects

c1gamesstarterkit icon c1gamesstarterkit

Starter kit for new players of Terminal. Contains starter-algo and a basic CLI for running/debugging algo's locally.

cytoimagenet icon cytoimagenet

A large-scale pretraining dataset for bioimage transfer learning

fairautogptq icon fairautogptq

Modifying the popular LLM quantization method: GPTQ for promoting fairness

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

temporal_hydronephrosis icon temporal_hydronephrosis

Video-based DL methods to classify a kidney condition in children, given kidney ultrasounds over time

view_hn icon view_hn

Supervised Contrastive Learning for Improved View Labeling of Ultrasound Videos

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