Additional data and Python script of SMEAR-ULM
Abstract
Additional data and Python code for implementing single-shot microneedle-encoded all-optical real-time upconversion lifetime mapping (SMEAR-ULM) ===================================== This package includes two parts: (1) A .rar file includes the sample Python code and data: "SMEAR-ULM_pyDemo.rar" for implementing the algorithm. Please extract it to any folder for running. (2) A .pdf file includes additional results of seven-day and four-day tumors (T2–T4, T7–T11, T12–T15, T17–T18, and T20–T21). (3) Raw data of the seven-day melanoma xenograft T1. ===================================== To use this software, open and run the main script "Test_MN.py" in PyCharm. Lifetimes of each UCNP spot in 10 measurements will be extracted. If any required Python packages are missing, please follow installation instructions to install them.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 1 April 2026