SYNTHETIC DATA GENERATION VIA GENERATIVE ADVERSARIAL NETWORKS IN HEALTHCARE: A SYSTEMATIC REVIEW OF IMAGE- AND SIGNAL-BASED STUDIES

Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies

Generative Adversarial Networks (GANs) have emerged as a powerful tool in artificial intelligence, particularly for unsupervised learning.This systematic review analyzes GAN applications in healthcare, focusing on image and signal-based studies across various clinical domains.Following Preferred Reporting Items Oven Halogen Lampholder for Systemati

read more

Faculty development programs for medical teachers in India

Introduction: India has the highest number of medical colleges in the world and subsequently the higher number of Square Compact Mirror medical teachers.There is a dire need of adopting a systematic approach to faculty development to enhance quality education to meet health challenges for 21st Century.This manuscript provides a landscape of faculty

read more