Generation and characterization of vestibular inner ear organoids from human pluripotent stem cells
Source
- PDF: raw/sources/vandervalk_2025_generation_and_characterization_of_vestibular.pdf
- Article: Nature Protocols 21:391-428, Feb 2026
- Labs: Karl Koehler + Jiyoon Lee (Boston Children's Hospital / Harvard)
- Status: deep ingested 2026-04-09
- Relationship: Extension of Lee et al. Nat Protoc 17:1266-1305 (2022) skin organoid protocol, sharing foundational methodology and reagents
Study design
- Starting material: hPSCs (requires basic stem cell culture proficiency)
- Protocol: formal Nature Protocols step-by-step extension of Koehler 2017's earlier inner ear work
- Key timeline:
- ~40 days to generate sensory hair cells
- Maintenance up to 150 days for further development
- Key references cited as scientific foundation:
- Lee et al. Nat Protoc 17:1266-1305 (2022) — skin organoid base method
- Koehler et al. Nat Biotechnol 35:583-589 (2017) — original inner ear organoid
- van der Valk et al. Cell Rep 42:112623 (2023)
- Steinhart et al. Development 150:dev201871 (2023)
- Readouts: whole-mount imaging of cleared IEOs, vibratome sectioning of live and fixed IEOs, additional endpoint analyses
Key findings / scope
- Formal protocol paper — documents detailed methodology for the inner ear organoid (IEO) approach that has matured since Koehler 2017.
- Explicitly frames IEOs as a tool for disease modeling and therapeutic strategy development, especially in the context of recent gene therapies for genetic hearing loss.
- Shared foundational methodology with skin organoid generation — reinforces the concept that surface ectoderm-derived organoid systems share patterning principles.
- Provides methods for assessing late-stage organoids (cleared whole-mount imaging, vibratome sectioning).
Distinctive contribution in this corpus
- Latest (2026) formal protocol document for inner ear organoids.
- Bridges Koehler 2017's foundational work with recent advances.
- Practical recipe for labs wanting to adopt IEO technology.
- Demonstrates how a single "extended method" can span multiple organ systems (ear + skin).
Limitations and caveats
- Vestibular bias — cochlear-identity hair cells remain elusive.
- 40-150 days is long; maintenance is challenging.
- Success depends on endogenous BMP signaling variability across hPSC lines.
Relevance to corpus
- Canonical "recent protocol" for inner ear organoids.
- Complements Koehler 2017 (original discovery) as the current best-practices reference.
Related concepts
Related sources
- Koehler 2017 — original discovery protocol.
- Lee 2022 — shared ectodermal foundation (skin + hair organoid).
Open questions
- Does the 2026 version improve cochlear hair cell generation over the 2017 approach?
- How does IEO fidelity compare with recent He 2024 cross-protocol atlas (which is neural-focused)?
- Can IEOs be used for drug screening for hearing loss at scale?
<!-- opendataloader:begin -->
Parsed Artifacts
- Parser: OpenDataLoader PDF
- Generated: 2026-04-12T12:45:59+09:00
- Command:
/Users/davin/paper_collect/.venv-opendataloader/bin/opendataloader-pdf /Users/davin/paper_collect/collections/organoid/raw/sources/vandervalk_2025_generation_and_characterization_of_vestibular.pdf -o /Users/davin/paper_collect/collections/organoid/raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular -f json,markdown - Manifest: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/opendataloader-run.json
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular.json
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular.md
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile1.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile10.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile100.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile101.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile102.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile103.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile104.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile105.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile106.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile107.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile108.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile109.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile11.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile110.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile111.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile112.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile113.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile114.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile115.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile12.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile13.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile14.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile15.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile16.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile17.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile18.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile19.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile2.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile20.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile21.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile22.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile23.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile24.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile25.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile26.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile27.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile28.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile29.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile3.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile30.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile31.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile32.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile33.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile34.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile35.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile36.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile37.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile38.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile39.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile4.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile40.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile41.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile42.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile43.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile44.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile45.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile46.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile47.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile48.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile49.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile5.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile50.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile51.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile52.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile53.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile54.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile55.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile56.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile57.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile58.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile59.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile6.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile60.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile61.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile62.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile63.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile64.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile65.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile66.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile67.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile68.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile69.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile7.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile70.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile71.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile72.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile73.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile74.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile75.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile76.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile77.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile78.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile79.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile8.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile80.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile81.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile82.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile83.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile84.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile85.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile86.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile87.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile88.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile89.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile9.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile90.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile91.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile92.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile93.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile94.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile95.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile96.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile97.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile98.png
- Output: raw/derived/opendataloader/vandervalk_2025_generation_and_characterization_of_vestibular/vandervalk_2025_generation_and_characterization_of_vestibular_images/imageFile99.png
These parsed files are helper artifacts. Treat the original raw PDF as the source of truth. <!-- opendataloader:end -->