Medigen ML Based Healthcare Platform

Registration ID: IJNRD_305507

Published ID: IJNRD2504450

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Abdul Basit Solkar, Samruddhi Kamble, Vaishnavi Angaj, Janhavi Tondekar, Rajkumar . B. Pawar

Medigen is a comprehensive, modern healthcare platform designed to bridge the gap between patients and medical professionals by streamlining appointment management and integrating intelligent diagnostic support. The platform enables patients to conveniently book appointments—both online and offline—based on the real-time availability of doctors. Meanwhile, doctors can efficiently manage their consultation schedules, view upcoming appointments, and maintain a smoother workflow. This dual functionality ensures a seamless interaction between patients and healthcare providers, improving the overall efficiency and accessibility of medical services. In addition to appointment scheduling, Medigen enhances its functionality through the integration of advanced machine learning (ML) technologies. It features two specialized ML models aimed at supporting early-stage diagnosis and health risk prediction. The first model focuses on skin disease detection and is integrated from Hugging Face, a widely used repository of pre-trained ML models. It allows patients to upload images of skin conditions, which are then analyzed to predict the most probable skin disease. This feature provides users with immediate, AI-powered insights, helping them take timely steps toward treatment or consultation.The second model is a custom-trained multiple disease prediction system that takes patient-reported symptoms as input and outputs the most likely disease conditions. This model expands the diagnostic capabilities of the platform beyond dermatology, offering broader support for preliminary health assessments. Both models aim to make healthcare more proactive by enabling early detection, reducing diagnostic delays, and increasing patient awareness.Medigen’s design emphasizes a user-friendly experience, combining intelligent predictions with flexible appointment options and support for remote access. By making healthcare services more data-driven and personalized, the platform empowers users with better control over their health while supporting doctors in making more informed decisions. Medigen stands as a scalable, accessible, and AI-enhanced healthcare solution tailored to meet the growing demands of modern digital health ecosystems.

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Abdul Basit Solkar, Samruddhi Kamble, Vaishnavi Angaj, Janhavi Tondekar, & Rajkumar . B. Pawar (April-2025). Medigen ML Based Healthcare Platform. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 10(4), e376-e381. https://ijnrd.org/papers/IJNRD2504450.pdf

Volume 10 Issue 4, April-2025

Pages : e376-e381

Paper Reg. ID: IJNRD_305507

Published Paper Id: IJNRD2504450

Research Area: Humanities All

Author Type: Indian Author

Country: Khed, Maharashtra, India

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