EmbryoTempoFormer release bundle (FULL processed + checkpoints + splits) for S‑BIAD531
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https://zenodo.org/doi/10.5281/zenodo.18318138
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DOI: 10.5281/zenodo.18318139
This archive provides a reproducibility bundle for the EmbryoTempoFormer (ETF) pipeline for zebrafish brightfield time-lapse microscopy based on BioImage Archive accession S-BIAD531.
Contents- processed_28C5/: preprocessed uint8 NumPy arrays (*.npy), one per embryo, shape [T,H,W] = [192,384,384], for 28.5°C- processed_25C/: preprocessed uint8 NumPy arrays (*.npy), same format, for 25°C- checkpoints/: four model checkpoints (cnn_single, meanpool, nocons, full)- splits/: JSON split files (28C5.json, 25C.json) listing embryo IDs for train/val/test- MANIFEST.json: file list with SHA256 checksums and file sizes- SHA256SUMS.txt: checksum file for command-line verification
PurposeThis bundle enables fast, end-to-end reproduction of the quantitative results and figures reported in the accompanying code repository, without re-running preprocessing or training.
Recommended reproduction steps (for reviewers)1) Download and extract the archive, which creates: embryo-tempoformer_release_v1/2) Clone the code repository and configure .env paths to point to the extracted folder: - processed_28C5/, processed_25C/, splits/, checkpoints/3) Run: bash scripts/reproduce_all.shThis produces aggregated CSV/JSON summaries, bootstrap confidence intervals, and publication-ready figures under runs/paper_eval_*/.
Integrity checkAfter extraction: sha256sum -c SHA256SUMS.txt
Data provenanceRaw imaging data are available from the BioImage Archive S-BIAD531 record:https://www.ebi.ac.uk/bioimage-archive/galleries/S-BIAD531.htmlThe processed arrays in this archive are derived from the raw data via percentile intensity clipping, bilinear resizing to 384×384, and padding/trimming to 192 frames.
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Zenodo创建时间:
2026-01-20



