Publications by authors named "P A Kunju Mohammed"
Article Synopsis
- AI, especially Natural Language Processing (NLP) models, are often studied for detecting depression symptoms, but there's limited research on their use for identifying social anxiety symptoms.
- This study assessed GPT-4's ability to evaluate transcripts from interviews to infer social anxiety symptom strength in 51 adults from Germany, who completed a self-report questionnaire.
- The results showed a strong correlation (r = 0.79) between GPT-4's predictions and the self-report scores, achieving an accuracy score of 0.84, indicating potential for further research with larger, diverse groups.
Advanced spectroscopic approach for exploring the structural, optical, and electronic properties in dye-functionalized chitosan biopolymers.
Spectrochim Acta A Mol Biomol Spectrosc
November 2024
This study employed advanced spectroscopic techniques to investigate the structural and optical properties of chitosan (CS) biopolymer films modified with natural dyes from Cosmos Sulphureus Cav. (CSC) flowers. FTIR results indicated that the inclusion of CSC dyes led to broader absorbance and decreased transmittance.
View Article and Find Full Text PDFThis research introduces novel concepts in sequence theory, including Bessel convergence, Bessel boundedness, Bessel statistical convergence, and Bessel statistical Cauchy sequences. These concepts establish new inclusion relations and related results within mathematical analysis. Additionally, we extend the first and second Korovkin-type approximation theorems by incorporating Bessel statistical convergence, providing a more robust and comprehensive framework than existing results.
View Article and Find Full Text PDFArticle Synopsis
- * The addition of 30% glycerol enhances the flexibility of the CS films, while using varying concentrations of the poppy dye alters their optical characteristics, indicating potential applications in optical devices.
- * Detailed analyses, including FTIR and UV-vis spectroscopy, reveal an optical band gap of 1.64 eV and demonstrate that the dye effectively interacts with the CS polymer, suggesting these films may be valuable in eco-friendly materials.
Introduction: CARISEL is an implementation-effectiveness "hybrid" study examining the perspectives of people living with HIV-1 (patient study participants [PSPs]) on cabotegravir (CAB) plus rilpivirine (RPV) long-acting (LA) dosed every 2 months (Q2M) across 5 European countries.
Methods: PSPs completed questionnaires on acceptability (Acceptability of Intervention Measure), appropriateness (Intervention Appropriateness Measure), and feasibility (Feasibility of Intervention Measure) at their first (Month [M] 1), third (M4), and seventh (M12) injection visits. Semistructured qualitative interviews were also conducted.