International Journal of Multidisciplinary Research and Development

IJMRD

Advancing Knowledge Across Disciplines

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2
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Vol. 1
Current Volume
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2024
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Medical and Health Sciences

Artificial Intelligence Applications in Early Detection of Diabetic Retinopathy

Dr. Sarah Mitchell, Prof. James Chen, Dr. Aisha Patel

Vol. 1, No. 1, pp. 1–18 · 2024 · DOI: 10.58677/ijmrd.2024.0101

This study investigates the application of deep learning algorithms, specifically convolutional neural networks (CNNs), in the early detection and classification of diabetic retinopathy from retinal fundus images. The model achieved 94.3% accuracy and AUC-ROC of 0.97.

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Engineering and Technology

Blockchain-Enabled Transparency in Agricultural Supply Chains

Dr. Emmanuel Okafor, Dr. Linh Nguyen, Prof. Maria Santos

Vol. 1, No. 1, pp. 19–35 · 2024 · DOI: 10.58677/ijmrd.2024.0102

Agricultural supply chains face persistent challenges of opacity and fraud. Using a permissioned Hyperledger Fabric network, this paper presents a decentralized framework for real-time traceability, smart-contract-enforced compliance, and tamper-proof provenance records.

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About IJMRD

The International Journal of Multidisciplinary Research and Development (IJMRD) is a fully open-access, peer-reviewed journal dedicated to publishing original research across science, technology, medicine, social sciences, and the humanities. All articles carry a permanent DOI with no author processing charges.

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