Clinical entity augmented retrieval for clinical information extraction by Ivan Lopez, Akshay Swaminathan, Karthik Vedula, Sanjana Narayanan, Fateme Nateghi Haredasht, Stephen P. Ma, April S. Liang, Steven Tate, Manoj Maddali, Robert Joseph Gallo, Nigam H. Shah, Jonathan H. Chen

“…Average F1 scores were 0.90, 0.86, and 0.79; inference times were 4.95, 17.41, and 20.08 s per note; average model queries were 1.68, 4.94, and 4.18 per note; and average input tokens were 1.1k, 3.8k, and 6.1k per note for CLEAR, embedding RAG, and full-note approaches, respectively. In conclusion, CLEAR utilizes clinical entities for information retrieval and achieves >70% reduction in token usage and inference time with improved performance compared to modern methods.…”
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Robotic surgery in pediatric urology by Adam Howe, Zachary Kozel, Lane Palmer

“…While robotic surgery has shown clear utility and advantages in the adult population, its role in pediatrics remains controversial. …”
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The impact of urbanization on land use land cover change using geographic information system and remote sensing: a case of Mizan Aman City Southwest Ethiopia by Addis Bikis, Muluye Engdaw, Digvijay Pandey, Binay Kumar Pandey

“…Mizan Aman City experiences a nine-month rainy season with a hot climate, and cloud cover can affect image quality, making it challenging to map land covers clearly. Utilizing SENTINEL high-resolution data can enhance ambiguity resolution and improve spatio-temporal monitoring frameworks. …”
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Biodanza: revisión sistemática sobre los beneficios de una práctica emergente en la promoción de la salud y el bienestar (Biodanza: systematic review of the benefits of an emergin... by Claudia Altamirano Quevedo, Estefanía Castillo Viera, Iván Rodríguez Pascual

“…Biodanza seems to have also a clear utility in community work and health promotion. …”
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