Meher Langote

Book chapter discussing historical background of MRI, advancements in hardware and software, and the role of artificial intelligence in improving MRI acquisition, reconstruction and analysis.

Review of digital twin technology applied to personalized medicine, covering evolution, architecture, enabling technologies (AI, IoT, ML), applications, challenges (privacy, interoperability, ethics), and future directions.

Conference paper describing a real-time shoulder angle measurement system leveraging computer vision and machine learning (pose estimation frameworks such as MediaPipe) for rehabilitation and physiotherapy applications.

Paper examining methods to handle imbalanced datasets in machine learning such as resampling (oversampling, undersampling), SMOTE, cost-sensitive learning, and ensemble approaches, with discussion of strengths and limitations.

Comprehensive review of human 6computer interaction in healthcare, focusing on user-centered design, usability, and the role of emerging technologies in clinical interfaces.

Conference paper surveying recent innovations and practical applications of GANs across image synthesis, data augmentation, and healthcare use cases.

Description of an IoT-based smart agriculture framework using LoRaWAN for energy-efficient remote sensing and farm monitoring.

Paper introducing an embedded IoT system designed for real-time acquisition and cloud-based analysis to support dynamic digital twinning and health analytics.