ArticleSoftwareX2026
PixelDeck: A local-first media library manager for biomedical imaging.
Article in SoftwareX, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
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0 citing papers in PubMed.
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1 author.
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Abstract
Biomedical imaging workflows generate large collections of histology, fluorescence microscopy, and high-throughput imaging assets that are difficult to organize, search, and reuse using conventional file systems. We present PixelDeck, an open-source, local-first browser application for management of large image and video libraries on commodity workstations. PixelDeck integrates recursive import, SHA-256-based duplicate detection, metadata extraction, thumbnail generation, and full-text search within a responsive interface. The system uses a transparent SQLite-backed architecture with managed filesystem storage and asynchronous processing. Benchmarks on fresh isolated libraries containing up to 1000 assets showed import throughput exceeding 500 files/min and representative median query latencies in the millisecond range.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.