jiarui_li/DeepHealth
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
16 Commits 1 Branch 0 Tags
aff0fe480b7fb2f90c1a82d2d6413709224fc3bd
Go to file
Clone
Open with VS Code Open with VSCodium Open with Intellij IDEA
Download ZIP Download TAR.GZ Download BUNDLE
Jiarui Li aff0fe480b Refactor model and training scripts: remove unused imports and add FactorizedHead class for improved modularity
2026-01-09 12:01:52 +08:00
age_encoder.py
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
backbones.py
Enhance DataLoader configuration and improve tensor transfer efficiency in Trainer class
2026-01-08 13:20:32 +08:00
dataset.py
Enhance DataLoader configuration and improve tensor transfer efficiency in Trainer class
2026-01-08 13:20:32 +08:00
embed_icd10.py
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
experiments.txt
Add multi-GPU experiment runner script and experiments configuration
2026-01-08 13:57:34 +08:00
field_id.txt
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
field_ids_enriched.csv
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
icd10_codes_mod.tsv
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
labels.csv
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
LICENSE
Initial commit
2026-01-07 21:27:38 +08:00
losses.py
Refactor PiecewiseExponentialLoss for clarity and numerical stability improvements
2026-01-08 13:05:53 +08:00
model.py
Refactor model and training scripts: remove unused imports and add FactorizedHead class for improved modularity
2026-01-09 12:01:52 +08:00
prepare_data.py
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
prepare_data.R
Add loss functions and model architecture for time-to-event prediction
2026-01-07 21:32:00 +08:00
README.md
Initial commit
2026-01-07 21:27:38 +08:00
run_experiments_multi_gpu.sh
Add multi-GPU experiment runner script and experiments configuration
2026-01-08 13:57:34 +08:00
train.py
Refactor model and training scripts: remove unused imports and add FactorizedHead class for improved modularity
2026-01-09 12:01:52 +08:00

README.md

DeepHealth

Description
No description provided
Readme BSD-3-Clause 1.2 MiB
Languages
Python 95.8%
Shell 3.7%
R 0.5%