Zhenbang Wu

icon indicating a website link http://zzachw.github.io

icon company UIUC icon location Urbana, IL, USA icon location CS Ph.D. Student at UIUC, working on deep learning for healthcare

Results 8 comments of Zhenbang Wu

Update README.rst

Thanks for your interest in PyHealth. We have released a brand-new version of PyHealth. It includes more EHR datasets, health-related tasks, and state-of-the-art models. Welcome to try it out!

Descriptive info on the example data needed

Thanks for your interest in PyHealth. We have released a brand-new version of PyHealth. It includes more EHR datasets, health-related tasks, and state-of-the-art models. Welcome to try it out!

Add BCB'21 paper "DeepNote-GNN: predicting hospital readmission using clinical notes and patient network"

The model looks good to me. I will combine the dataset part with #172 and merge later.

Inconsistent loss function from the paper?

> after debug a lot I found this code is not wrong, but confusing > > ```python > errD_real = netD(inputv) > errD_real.backward(one) > > # train with fake >...

IndexError with MIMIC-IV 3.0 Dataset

Thank you for reporting this! I have fixed this issue and will release a new version of PyHealth soon (i.e PyHealth 2.0) soon. In the meanwhile, if you have discord,...

Added sample dataset cache for base dataset

Great thanks for the PR! I will check it out this weekend.

Add data caching

Hi @kevinfjiang, thanks for your interest! This issue should go together with #332. The goal is to improve the memory usage by loading in chunk and off-loading some dataframe to...

Add data caching

I'm currently working on issue #332. If you are interested, we'd appreciate your help on caching the SampleDataset (a list of dictionaries). This will allow the user to re-use a...