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Add Shy Model for personalized diagnosis prediction #1042

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Add Shy Model
yli302 Apr 20, 2026
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Merge branch 'master' of https://github.com/yli302/PyHealth
yli302 Apr 20, 2026
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1 change: 1 addition & 0 deletions docs/api/models.rst
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Expand Up @@ -205,4 +205,5 @@ API Reference
models/pyhealth.models.TextEmbedding
models/pyhealth.models.BIOT
models/pyhealth.models.unified_multimodal_embedding_docs
models/pyhealth.models.SHy
models/pyhealth.models.califorest
9 changes: 9 additions & 0 deletions docs/api/models/pyhealth.models.SHy.rst
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pyhealth.models.SHy
===================

Self-Explaining Hypergraph Neural Networks (SHy) for diagnosis prediction using longitudinal EHR data.

.. autoclass:: pyhealth.models.SHy
:members:
:undoc-members:
:show-inheritance:
3 changes: 2 additions & 1 deletion pyhealth/models/__init__.py
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Expand Up @@ -45,4 +45,5 @@
from .sdoh import SdohClassifier
from .medlink import MedLink
from .unified_embedding import UnifiedMultimodalEmbeddingModel, SinusoidalTimeEmbedding
from .califorest import CaliForest
from .shy import SHy
from .califorest import CaliForest
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