Explainable AI in Pharmaceutics: Grad-CAM Analysis of Surface Dissolution Imaging Using Convolutional Neural Networks
These findings suggest that integrating real-time imaging with explainable AI methods can support better understanding of dissolution processes in pharmaceutical formulation development.
Authors
- Adam Pacławski (ORCID: https://orcid.org/0000-0003-2801-6197)
- Aleksander Mendyk (ORCID: https://orcid.org/0000-0002-4394-9115)
- Jakub Szlęk (ORCID: https://orcid.org/0000-0003-1537-9650)
Institutions
- Jagiellonian University (PL)
Publication Details
- Journal
- Pharmaceutics
- Published
- 2026-04-14
- DOI
- https://doi.org/10.3390/pharmaceutics18040481
- Primary Topic
- Drug Solubulity and Delivery Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Uniwersytet Jagielloński Collegium Medicum
- Narodowe Centrum Badań i Rozwoju