MM-DLS / mm-dls /readme.md
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mm_dls: Core Modules of MM-DLS Framework

mm_dls/ contains the core model architecture, data handling, loss functions, and visualization utilities for the MM-DLS (Hierarchical Multimodal Deep Learning System) framework.
This module is designed for joint classification and survival modeling in lung cancer using multimodal patient-level data.


πŸ“ Directory Structure

mm_dls/
β”œβ”€β”€ ClinicalFusionModel.py
β”œβ”€β”€ CoxphLoss.py
β”œβ”€β”€ FakePatientDataset.py
β”œβ”€β”€ HierMM_DLS.py
β”œβ”€β”€ ImageDataLoader.py
β”œβ”€β”€ LesionAttentionFusion.py
β”œβ”€β”€ ModelLesionEncoder.py
β”œβ”€β”€ ModelSpaceEncoder.py
β”œβ”€β”€ PatientDataset.py
β”œβ”€β”€ plot_results.py
β”œβ”€β”€ __init__.py