Artificial Intelligence Algorithm

Artificial intelligence (AI) algorithms are rapidly advancing, aiming to improve decision-making and automate tasks across diverse fields. Current research emphasizes enhancing algorithm performance through improved data sets (e.g., multi-center datasets for medical imaging), developing techniques for efficient learning with limited data (few-shot and zero-shot learning), and improving the explainability and trustworthiness of AI systems. These advancements hold significant implications for various sectors, including healthcare (e.g., improved medical diagnoses and automated surgery), environmental science (e.g., optimized resource management), and transportation (e.g., autonomous driving and UAV swarm control), by increasing efficiency, accuracy, and reliability.