Published October 30, 2026 | Version v2.2.0
Software Open

GPPM_PAAG_CSM: code and results of the pre-specified 20-seed PAAG/CSM ablation for pneumonia detection on geriatric chest radiographs

Authors/Creators

  • 1. Jomo Kenyatta University of Agriculture and Technology

Description

Code, frozen configuration, run records of all 109 runs, results of the 80 confirmatory models, localisation, external PadChest evaluation, Protocol 1 summary results and the analysis that produces every number in the article Attention gating and comorbidity suppression do not improve pneumonia detection on geriatric chest radiographs: a pre-specified 20-seed ablation of DenseNet-121 with an analysis of training length (submitted to PeerJ Computer Science). Model weights and label-free predictions: doi:10.5281/zenodo.23590668. No images or labels are included.

Files

isaacwex/GPPM_PAAG_CSM-v2.2.0.zip

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Additional details

Related works

Is supplemented by
Dataset: 10.5281/zenodo.23590668 (DOI)
References
Dataset: 10.5281/zenodo.23598061 (DOI)

Software

Repository URL
https://github.com/isaacwex/GPPM_PAAG_CSM