Mechanical Characterization of Microneedles for Organ Insertion and Retention

Mechanical characterization data for microneedles, focusing on their insertion and retention characteristics in organs. The dataset was authored by Wei Ouyang of Wei Ouyang MIRA and was last updated on May 1, 2026. The specific scale, file formats, and column details are not provided in the available metadata.

Use Cases

• Modeling microneedle insertion force based on mechanical characterization data mentioned in the description
• Optimizing microneedle design for tissue retention based on the described organ-level characteristics
• Benchmarking new microneedle materials against performance metrics implied by the dataset's focus

Strengths

• Dataset has a specific author and affiliated organization (Wei Ouyang, Wei Ouyang MIRA).
• Metadata includes a precise last updated timestamp (2026-05-01 16:28:36).

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Wei Ouyang MIRA

Collection Method

Likely experimental measurement, but the specific methodology is not detailed.

Time Range

The dataset's temporal coverage is not specified.

Freshness

Last updated 2026-05-01 16:28:36; freshness should be verified

Geography

The geographic origin or scope of the data is not specified.