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Author

Frenisha Digaswala

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Review Open access Aug 2026

Hybrid and transformer based artificial intelligence for diabetic retinopathy diagnosis a systematic review of methods challenges and clinical readiness

Diabetic retinopathy (DR) remains a leading cause of preventable blindness worldwide, placing a growing burden on healthcare systems. While artificial intelligence (AI) offers promising tools for early detection and scalable screening, its transition from research to real-world clinical use faces significant hurdles. T...

Frenisha Digaswala, Amit P. Ganatra · 0 citations
Conference Jul 2026

Application of AI-Driven Techniques for Smart Healthcare Monitoring Systems

This paper explains the integration of advanced AI-driven techniques within the smart healthcare monitoring systems to significantly enhance the patient care for early diagnosis and real-time health management. In Existing methodologies, we propose a comprehensive AI-based framework that synergizes IoT sensor data anal...

Ramakant Katiyar, N. Thirugnanasambandan, Frenisha Digaswala et al. · 0 citations

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