Dynamic photophysical processes in laser-irradiated human cortical skull bone measured by means of modulated diffuse luminescence
Bibliographic record
Abstract
The technique of modulated luminescence of bones was developed experimentally and theoretically and was subsequently used to interpret measurements performed on the cortical layer of human skull bones. The photophysical theory is based on the optical excitation and decay rate equations of the fluorescent endogenous chromophore and on the molecular interaction parameter with the photon field density in the matrix of the bone. An effective mean relaxation lifetime, ${\ensuremath{\tau}}_{M}$, of skull cortical bone was derived theoretically and was found to depend on the endogenous chromophore decay lifetime, ${\ensuremath{\tau}}_{2}$, in the upper energy state, on the generated luminescence field density through its dependence on the incident photon field density and on the thickness of the bone. A linear dependence of ${\ensuremath{\tau}}_{M}$ on laser beam intensity, ${I}_{0}$, was found and sensitivity of the value of ${\ensuremath{\tau}}_{M}$ to bone thickness, $L$, was observed for $L\ensuremath{\le}6.2\text{ }\text{mm}$. Both experimental dependencies of ${\ensuremath{\tau}}_{M}$ on ${I}_{0}$ and $L$ were in excellent agreement with the theoretical model. The unusually long relaxation luminescence lifetime was accounted for theoretically by means of an excited-state manifold invoking intersystem crossing to a forbidden state followed by decay to the ground state of the chromophore. Best fits to the data were able to yield measurements of the following chromophore and photon field parameters: ${\ensuremath{\tau}}_{2}=19.7\text{ }\text{ms}$, optical scattering coefficient ${\ensuremath{\mu}}_{s}(659\text{ }\text{nm})=44\text{ }340\text{ }{\text{m}}^{\ensuremath{-}1}$, optical absorption coefficient ${\ensuremath{\mu}}_{a}(659\text{ }\text{nm})=13\text{ }{\text{m}}^{\ensuremath{-}1}$, and coupling coefficient ${B}_{21}=1.6\ifmmode\times\else\texttimes\fi{}{10}^{4}\text{ }{\text{m}}^{3}\text{ }{\text{J}}^{\ensuremath{-}1}\text{ }{\text{s}}^{\ensuremath{-}1}$, the decay coupling coefficient of the endogenous chromophore participating in the optical interaction in the form of stimulated luminescence emission mediated by the luminescence photon field between the long-lived excited state ${E}_{2}$ and the lower (ground) state ${E}_{1}$. The method of modulated luminescence can be used to measure photophysical properties of the chromophore in cortical skull bones, being a sensitive marker of bone diseases, namely, osteoporosis and cancer.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".