CS Ph.D. Student at UIUC, working on deep learning for healthcare
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UIUC
- Urbana, IL, USA
- http://zzachw.github.io
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sunlabuiuc/PyHealth
sunlabuiuc/PyHealth PublicA Deep Learning Python Toolkit for Healthcare Applications.
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RyanWangZf/MedCLIP
RyanWangZf/MedCLIP PublicEMNLP'22 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts
54 contributions in the last year
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Contribution activity
April 2025
Created 20 commits in 1 repository
Opened 6 pull requests in 1 repository
sunlabuiuc/PyHealth
1
open
5
merged
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Add EHRShot dataset and benchmarking tasks
This contribution was made on Apr 25
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Refactor COVID19CXRDataset
This contribution was made on Apr 15
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Refactor MedicalTranscriptionsDataset
This contribution was made on Apr 15
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Validate YAML configs with Pydantic
This contribution was made on Apr 10
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Fix/update doc
This contribution was made on Apr 9
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Major Refactor: Unified Event Stream, YAML Config, Multimodal Processor, Simplified Model
This contribution was made on Apr 7
Reviewed 3 pull requests in 1 repository
sunlabuiuc/PyHealth
3 pull requests
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Add EHRShot dataset and benchmarking tasks
This contribution was made on Apr 26
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MIMIC4 Refactor to Encompass Vision, Language, and EHR
This contribution was made on Apr 24
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Update pyhealth.datasets.TUABDataset.rst
This contribution was made on Apr 10
Created an issue in sunlabuiuc/PyHealth that received 1 comment
Expand MIMIC-IV configs
Expand MIMIC-IV configs to support all tables in the EHR database linkage with note cxr ed
1
comment
Opened 9 other issues in 1 repository
sunlabuiuc/PyHealth
8
open
1
closed
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Add unittests & GitHub Actions
This contribution was made on Apr 16
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Improve memory usage of
BaseDataset.load_data()
This contribution was made on Apr 10 -
Improve iter_patients() speed
This contribution was made on Apr 10
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Update image API
This contribution was made on Apr 9
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Integration with MEDS
This contribution was made on Apr 9
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Expand MIMIC-III configs
This contribution was made on Apr 9
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Add data caching
This contribution was made on Apr 9
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Update signal API
This contribution was made on Apr 9
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Update document to reflect the changes in v2.0
This contribution was made on Apr 9