Alkaline Ozonation-Induced TiO₂ Nanoscaffold on Titanium Alloy for Surface-Mediated Osteog

Mariusz Winiecki's dataset supports the manuscript 'Alkaline Ozonation-Induced TiO₂ Nanoscaffold on Titanium Alloy for Surface-Mediated Osteogenic Guidance'. It contains 110.7 MB of data files, including microscopy images and analysis results, related to a novel surface treatment for titanium implants. The dataset was last updated on April 16, 2026.

Use Cases

• Training image segmentation models based on the provided SEM images of TiO₂ nanonetworks.
• Analyzing surface chemistry changes based on the XPS data mentioned in the description.
• Correlating surface hydrophilicity with cell response data from the in vitro studies described.
• Developing predictive models for osteogenic differentiation based on surface nanostructure features.

Strengths

• Dataset size is 110.7 MB, indicating a medium-scale collection of files.
• Includes multiple file formats (TIF, JPG, XML, TIFF, TXT, PNG, OPJU, XLSX) suggesting varied data types.
• License is clearly defined as CC-BY-4.0, permitting reuse with attribution.

Limitations

• Row count and specific column-level documentation are unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Mariusz Winiecki via figshare

Collection Method

Data generated from laboratory experiments involving alkaline ozonation treatment, SEM, XPS, and in vitro cell studies.

Freshness

Last updated 2026-04-16 07:22:00; freshness should be verified.