Nature

Multi-domain improves classification in out-of-distribution and data-limited scenarios for medical image analysis

Current machine learning methods for medical image analysis primarily focus on developing models tailored for their specific tasks, utilizing data within their target domain. These specialized models ...
Nature

Towards domain-adapted large language models for water and wastewater management: methods, datasets and benchmarking

Large language models (LLMs) have shown significant promise for water and wastewater management. However, current foundation models are not yet reliable. This Perspective outlines a pathway for ...
Forbes

Three Challenges With Adopting Domain-Specific LLMs

Global Senior VP, Head of Digital Transformation, at CriticalRiver. Top 100 Diverse Leaders. Business efficiency with cloud, AI and ML SaaS. According to McKinsey, generative AI could deliver between ...