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PODE_Weights
irrrricardo/PODE_Weights
PODE_Weights is a machine learning model from irrrricardo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
Model-weight release for the submitted manuscript:
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Public
Updated Jun 22, 2026
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1.6 GB
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.pth1.6 GB · 100%
At a glance
- Library
- pytorch
- License
- mit
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 22, 2026
- SHA
- 51355abd
Model card
From the Hugging Face model README
PODE Model Weights
Model-weight release for the submitted manuscript:
Decomposing retinal age-clock residuals reveals disease-associated systemic heterogeneity in human aging
Summary
PODE is a physiology-guided residual-decomposition framework for studying disease-associated heterogeneity around a healthy retinal aging trajectory. This repository hosts the public checkpoint packages for the fundus PODE implementation and the analogous BrainMRI implementation.
Code repository:
Packages
| Directory | Checkpoint | Component |
|---|---|---|
fundus_base/ | pode_fundus_base.pth | Fundus PODE-Base |
fundus_splitter/ | pode_fundus_splitter.pth | Fundus PODE-Splitter |
brain_mri_base/ | pode_brain_mri_base.pth | BrainMRI PODE-Base |
brain_mri_splitter/ | pode_brain_mri_splitter.pth | BrainMRI PODE-Splitter |
Public checkpoint filenames are version-free. Package provenance is tracked in metadata.json, manifest.json, and SHA256SUMS.
Notes
- No raw fundus images, MRI volumes, clinical tables, or subject-level manifests are included.
- Fundus PODE-Base uses the VisionFM backbone. If upstream VisionFM weights are required for a workflow, obtain them according to the upstream model's terms.
- BrainMRI workflows require authorized local data and consistent preprocessing.
- The checkpoints are research artifacts and are not intended for clinical decision-making.
Verification
Use manifest.json and each package-level metadata.json to verify file size and SHA256.
Contact
Ricardo Chu (GitHub/Hugging Face: irrrricardo)
- Library
- pytorch
- License
- mit
- Created
- Jun 22, 2026
- Updated
- Jun 22, 2026