Skip to content
View stan-hua's full-sized avatar
9 followers · 2 following

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

Block or report stan-hua

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
stan-hua/README.md

Howdy! It's nice to see a new/familiar face around here 👋

{
    Name: "Stan",
    Location: "Toronto, Ontario",
    Job: "Data Scientist @ SickKids",
    Education: "BS Computer Science",
    Email: "stanley.z.hua@gmail.com",
}

🔭 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

🌱 I’m currently learning about:
    - popular semi-supervised learning methods
    - LLM quantization methods
    - geohash searching for finding nearby users

👯 I’m looking to collaborate on:
    - Anything ML for Health

Pinned Loading

  1. CytoImageNet CytoImageNet Public

    A large-scale pretraining dataset for bioimage transfer learning

    Python 13 2

  2. view_hn view_hn Public

    Supervised Contrastive Learning for Improved View Labeling of Ultrasound Videos

    Python

  3. temporal_hydronephrosis temporal_hydronephrosis Public

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

    Python 3 1

  4. ZerO-Initialization-PyTorch ZerO-Initialization-PyTorch Public

    A PyTorch implementation of ZerO initialization

    Python

  5. book_maker book_maker Public

    Alexandria: An AI Book Maker using LLM APIs

    Python 2

  6. Dimensionality-and-Dataset_Heterogeneity Dimensionality-and-Dataset_Heterogeneity Public

    Understanding the Impact of Dataset Heterogeneity on Convolutional Neural Network Model Training

    Python 2 1