Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model

Gurprit Grover, Arpan Kumar Thakur, Sejong Bae

Page No: 8-25

DOI: 10.86493/VEREDAS.2023/V13I5/02

The central thrust of this paper is to accentuate the impact of Anti-Retroviral Therapy (ART) on cure rate of HIV/AIDS patients and on the transition intensities between the stages of disease using cure rate model and Hidden Markov model (HMM) respectively. Hidden Markov Model (HMM) is a captivating algorithm for temporal pattern recognition like automated speech, handwriting and gesture recognition in the signal processing field. Although it is based on Markov processes which are more widely used in estimating the transition rates between the different stages of a disease, but HMM is hardly being used in survival data modeling.

Citations

APA: Gurprit Grover, Arpan Kumar Thakur, Sejong Bae (2025). Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model. DOI: 10.86493/VEREDAS.2023/V13I5/02

AMA: Gurprit Grover, Arpan Kumar Thakur, Sejong Bae. Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model. 2025. DOI: 10.86493/VEREDAS.2023/V13I5/02

Chicago: Gurprit Grover, Arpan Kumar Thakur, Sejong Bae. "Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model." Published 2025. DOI: 10.86493/VEREDAS.2023/V13I5/02

IEEE: Gurprit Grover, Arpan Kumar Thakur, Sejong Bae, "Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model," 2025, DOI: 10.86493/VEREDAS.2023/V13I5/02

ISNAD: Gurprit Grover, Arpan Kumar Thakur, Sejong Bae. "Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model." DOI: 10.86493/VEREDAS.2023/V13I5/02

MLA: Gurprit Grover, Arpan Kumar Thakur, Sejong Bae. "Estimation of Cure Fraction and Misclassification Probabilities for HIV/AIDS Patients Under ART Using Continuous Time Hidden Markov Model." 2025, DOI: 10.86493/VEREDAS.2023/V13I5/02