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.
π Directory Structure
mm_dls/
βββ ClinicalFusionModel.py
βββ CoxphLoss.py
βββ FakePatientDataset.py
βββ HierMM_DLS.py
βββ ImageDataLoader.py
βββ LesionAttentionFusion.py
βββ ModelLesionEncoder.py
βββ ModelSpaceEncoder.py
βββ PatientDataset.py
βββ plot_results.py
βββ __init__.py