PyHealth

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Kieran Kelly [email protected] (in group with alya2, lketema2) Benchmarking ECG Delineation using Deep Neural Network-based Semantic Segmentation Models https://proceedings.mlr.press/v287/park25a.html Added example for use of MoleRec model IAW MIMIC-IV data for...

kjkelly2

**Contribution Type:** Dataset and Task **Net ID:** ravi14 **Description**: Adding the Bonn EEG dataset that was used in the paper I was reproducing (Known as Epilepsy in the paper). This...

ravi14il

# Add MIMIC-III Readmission Prediction Example Using Transformer + Tests ## Summary This PR adds a new example demonstrating **30-day readmission prediction on MIMIC-III** using the **Transformer** model. While PyHealth...

RishabhRanganathan2004

## Note ### Who you are: rzhou19 ### What type of contribution you are making: New example / use case of PyHealth. ### A high level description of what you’ve...

rz-coder

Desi Nainar, Sayed Sarwary, Kelong Wu ds34, sarwary2, kwu18 implementing the UCI Heart Disease Dataset for PyHealth + task for predicting heart disease

desinainar

Type: Dataset + Task Contribution Net IDs: pbadan2, isanaka2 Paper: Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks Paper Link: https://proceedings.mlr.press/v252/filippozzi24a.html Dataset Referenced by paper:...

pbad2

Add LabTOP model

1

UIUC ID: ruokunn2 ## Summary This PR adds the LabTOP (Lab Test Outcome Prediction) model to PyHealth, enabling continuous numerical prediction of laboratory test values. LabTOP uses **digit-wise tokenization** to...

ruokun-niu

Laptop Contribution for DL4H

1

### Who I am Name: Man Ling Ho NetID: mlho2 ### Type of Contribution - New model integration: LabTOP (Unified Autoregressive Transformer for Lab Test Outcome Prediction) - New tasks:...

mlho2

Bounty: VAE

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This is the PR for the "VAE" bounty. Summary of changes: - some quality of life improvements for COVID19CXRDataset, checking that data exists and expanding the path (e.g. ~/Downloads ->...

dalloliogm

Pull Request: ConCare Model Update (1.0 → 2.0) Contributor Information Name: Joshua Steier Contribution Type [x] Model Update [ ] New Model [ ] Dataset [ ] Task [ ]...

joshuasteier