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# mm_dls: Core Modules of MM-DLS Framework
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`mm_dls/` contains the **core model architecture, data handling, loss functions, and visualization utilities** for the MM-DLS (Hierarchical Multimodal Deep Learning System) framework.
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This module is designed for **joint classification and survival modeling** in lung cancer using multimodal patient-level data.
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---
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## π Directory Structure
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```text
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mm_dls/
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βββ ClinicalFusionModel.py
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βββ CoxphLoss.py
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βββ FakePatientDataset.py
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βββ HierMM_DLS.py
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βββ ImageDataLoader.py
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βββ LesionAttentionFusion.py
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βββ ModelLesionEncoder.py
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βββ ModelSpaceEncoder.py
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βββ PatientDataset.py
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βββ plot_results.py
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βββ __init__.py
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