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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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+ ## πŸ“ Directory Structure
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+ ```text
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+ mm_dls/
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+ β”œβ”€β”€ ClinicalFusionModel.py
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+ β”œβ”€β”€ CoxphLoss.py
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+ β”œβ”€β”€ FakePatientDataset.py
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+ β”œβ”€β”€ HierMM_DLS.py
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+ β”œβ”€β”€ ImageDataLoader.py
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+ β”œβ”€β”€ LesionAttentionFusion.py
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+ β”œβ”€β”€ ModelLesionEncoder.py
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+ β”œβ”€β”€ ModelSpaceEncoder.py
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+ β”œβ”€β”€ PatientDataset.py
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+ β”œβ”€β”€ plot_results.py
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+ β”œβ”€β”€ __init__.py