DeepSeek-R1 in Clinical Medicine: Advancing AI-Driven Diagnostics, Decision Support and Medical Education

DeepSeek, a rising artificial intelligence (AI) company in Hangzhou, China, introduced DeepSeek-R1, an advanced reasoning model that rivals top large language models such as GPT-4 and Gemini, while operating at significantly lower costs. Its innovative architecture, which includes multi-head latent attention and a mixture of experts, enhances efficiency, reduces computational demands, and improves the processing of long text. DeepSeek's open-source approach has accelerated AI adoption, particularly in clinical medicine, where it supports intelligent diagnosis, surgical planning, and personalised treatment. With multimodal integration capabilities, it processes imaging, pathology, and real-time patient data to optimise decision-making. Notably, DeepSeek can significantly enhance medical education through interactive simulations and virtual training. However, challenges such as interpretability, data privacy, and cultural adaptability remain unresolved. Despite these hurdles, the advancements introduced by DeepSeek in AI-driven healthcare hold promise for enhancing clinical decision support, medical imaging, and patient-doctor communication, thereby positioning it as a transformative force in the field of medical AI.