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It also implies a scarcity of resources compared to a situation’s needs. What began as a practical battlefield necessity has evolved over centuries into a critical pillar of emergency medical response. Today, triage is governed by standardized protocols — decision trees that guide military and civilian first responders through life-or-death decisions, ensuring that care is prioritized to save the greatest number of lives. Yet, in the chaos of a mass casualty incident (MCI) such as a building collapse or war-time explosion, following these strict protocols is a challenge. Until recently, triage efficacy has not only relied on complex systems design, but on the scale of medical resources and personnel present during an event as well. Today, advancements in computer..."},"evidence_pages":[{"is_primary":false,"source_match":false,"url":"https://arxiv.org/pdf/2303.05499","final_url":"https://arxiv.org/pdf/2303.05499","title":"How DINO and SAM are Helping Modernize Essential Medical Triage Practices","http_status":200,"content_type":"application/pdf","capture_method":"plain","fetched_at":"2026-06-26T20:39:34.516871+00:00","bytes":4329735,"raw_path":"3ee5e0f74a0f02ae87d1721a58aaebb5097eea50a1e6dfdef9a07400df35f957.pdf","content_hash":"ba1c64ec2ac4fedeb50b269eadc994456a8428dbe64a8dba2673f22df0fa20b3","excerpt_chars":1200,"truncated":true,"excerpt":"Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Shilong Liu 1,2⋆ , Zhaoyang Zeng 2 , Tianhe Ren 2 , Feng Li 2, 3 , Hao Zhang 2, 3 , Jie Yang 2, 4 , Qing Jiang 2, 6 Chunyuan Li 5 , Jianwei Yang 5 , Hang Su 1 , Jun Zhu 1⋆⋆ , Lei Zhang 2⋆⋆ . 1 Dept. of Comp. Sci. and Tech., BNRist Center, State Key Lab for Intell. 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