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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Priyanka V. Deshmukh

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Open access Sep 2026

Multi-modal machine and deep learning framework for integrated diagnosis and prognosis of diabetic retinopathy

Diabetic retinopathy (DR) remains a major cause of preventable visual impairment, yet existing automated systems predominantly focus on diagnosis and provide limited support for disease progression assessment. We present a unified multimodal machine and deep learning framework for joint DR diagnosis and prognostic mo...

Vikram Ratan, Jaikumar M. Patil, Priyanka V. Deshmukh · 0 citations
Open access Oct 2026

Deep learning driven lung cancer prediction using modified u-net segmentation and CNN classification

Lung cancer remains a major contributor to global cancer mortality, highlighting the urgent need for accurate and efficient early diagnostic tools. This study proposes a deep learning–based computer-aided diagnosis (CAD) framework for automated lung nodule segmentation and malignancy classification using the publicly a...

Anand G. Sharma, N. Kandoi, Priyanka V. Deshmukh · 0 citations
#generative ai Review Open access Sep 2026

A Survey of conversational AI from rule based to generative and retrieval augmented generation chatbots

This survey presents a structured, design-oriented analysis of RAG-driven conversational systems through a principled framework that decomposes architectures along critical dimensions, including document segmentation and chunking strategies, embedding and indexing mechanisms, retriever and re-ranking models, knowledge...

V. Ghaywat, Abhyuday Singh, Aniket K. Shahade et al. · 0 citations
Conference Jul 2026

Deep Learning Techniques for Citrus Disease Detection: A Comprehensive Review

Citrus crops are economically vital worldwide, yet they remain highly susceptible to a range of infectious diseases that cause considerable yield and quality losses each year. Early and accurate disease identification is fundamental to sustainable orchard management and food security. Over the past decade, deep learnin...

Aniket K. Shahade, Vishal Jain, G. Manteghi et al. · 0 citations

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