Interpretable AI for Prostate Cancer Screening Using Exosome Multi-Marker Dual-Gate FET Biosensors

Abstract

Integrating Environmental, Social, and Governance (ESG) criteria in the healthcare sector has become a critical driver for sustainability, equity, and ethical

governance. This project delves into the changing face of ESG in healthcare and explores its current challenges, potential pitfalls, and future opportunities. Environmental efforts focus on stronger regulatory oversight, green infrastructure, and circular economy models. Improvements in social equity mainly concentrate on expanded healthcare, diversity in the workforce, and greater community involvement. Governance frameworks focus more on ethics, transparency, and standardized ESG reporting through technologies such as blockchain and AI. Artificial intelligence will transform everything by permitting predictive analytics for sustainability, personal medicine, and real-time governance monitoring. As ESG integration matures, challenges such as greenwashing, data inconsistencies, and the cost of implementation will persist. However, regulatory alignment, impact-driven investments, and consumer demand propel ESG adoption across the sector. This report concludes that while the road ahead is fraught with obstacles, the potential of ESG integration to foster a sustainable and equitable healthcare system is immense. This way, through AI, collaboration, and innovation in governance, the health sector can become a gold standard in ESG leadership of the 21st century.