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@article{199673,
        author = {Utkarsh Gupta and Abhilash},
        title = {MedDoctorHub: A Scalable AI-Driven Unified Healthcare Platform for Mental Health Intelligence and Clinical Service Delivery},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {11},
        pages = {16158-16169},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=199673},
        abstract = {An increasing number of people with mental conditions and the disjointed state of the traditional healthcare provision system has posed significant problem to the contemporary medical systems. To this day, most of the digital health platforms combine mental health support and clinical service as two independent features, which leads to incoherent care, improper coordination, and poor use of patient data. The proposed paper, MedDoctorHub, is a scalable, AI-driven, cloud-native healthcare solution that includes mental health intelligence, stress management, doctor discovery, appointment organization, and longitudinal health analytics within one ecosystem. The platform is a combination of conversational AI, structured behavioral data capture and role-based clinical workflows to improve access, early intervention and data-driven decision-making. The experimental evaluation indicates that it is better to use, has smoother processes, and stable performances when it is used alongside other healthcare systems.},
        keywords = {Healthcare, Mental Health Informatics, Telemedicine, Health Analytics, Cloud-Native Systems.},
        month = {April},
        }