Topological analysis of HIV/AIDS drugs using graph theory, linear regression models, and data science approaches

Prakasha, K.N.; Dixit, Arun; Ayna, HACER; YURTTAŞ GÜNEŞ, AYSUN; CANGÜL, İSMAİL; Paul, Kiran

doi:10.1201/9781003650201-86

Topological analysis of HIV/AIDS drugs using graph theory, linear regression models, and data science approaches

Prakasha K., Dixit A. C., Ayna H. O., YURTTAŞ GÜNEŞ A., CANGÜL İ. N., Paul K. P.

Information and Communication Systems, CRC Press, ss.523-527, 2026

Yayın Türü: Kitapta Bölüm / Araştırma Kitabı
Basım Tarihi: 2026
Doi Numarası: 10.1201/9781003650201-86
Yayınevi: CRC Press
Sayfa Sayıları: ss.523-527
Anahtar Kelimeler: Lodeg indices, QSPR analysis, Randic type-Hadi, Regression model, SDI
Bursa Uludağ Üniversitesi Adresli: Evet

Özet

In this paper, we discuss Randic type- Hadi, SDI, Lodeg indices of the chemical structures of Lamivudine, Tipranavir, Lopinavir, Elvitegravir which are widely used for the treatment of HIV/AIDS. We analyze these indices in relation to critical properties such as melting point (MP), Flashing point (FP), Enthalpy.