Exploring the Potential of DeepSeek-R1 Model in Transforming Healthcare Solutions: An Overview
13th International Symposium on Digital Forensics and Security, ISDFS 2025, Massachusetts, Amerika Birleşik Devletleri, 24 - 25 Nisan 2025, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/isdfs65363.2025.11012057
- Basıldığı Şehir: Massachusetts
- Basıldığı Ülke: Amerika Birleşik Devletleri
- Anahtar Kelimeler: AI, ChatGPT, DeepSeek, DeepSeek-Rl, healthcare, LLM, medical
- Maltepe Üniversitesi Adresli: Evet
Özet
Over the past few decades, artificial intelligence (AI) has become more integrated into healthcare, with Large Language Models (LLMs) being a key component in improving healthcare decision-making. These LLMs' capacity to produce and interpret human-like texts has the potential to revolutionize healthcare procedures, where efficient data processing and communication are crucial. DeepSeek-Rl, created by DeepSeek AI, has drawn notice globally for its reasoning-based design that uses reinforcement learning (RL) to enhance problem-solving skills. Keeping this in view, the paper emphasizes the significance of the DeepSeek- Rl model and its application in the healthcare industry. Highlighting some hypothetical potential scenarios, we believe that DeepSeek models can playa crucial role in transforming existing medical approaches and revolutionizing the future of AI in health care.