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Computer Science > Artificial Intelligence
Semantic-aware communication has emerged as a transformative paradigm for next-generation communication systems, shifting the fundamental goal from transmitting bit-level symbols to reliably recovering and understanding the semantic meaning of information. Previous studies have demonstrated that representing the semantic content of source messages as graph-based structures can significantly improve communication efficiency and the accuracy of semantic inference at the receiver.
Optical coherence tomography features and visual prognosis in vitreoretinal lymphoma: a structured phenotyping study
Abstract Purpose: To characterize optical coherence tomography (OCT) features of vitreoretinal lymphoma (VRL) at baseline, identify features associated with visual prognosis, and describe longitudinal OCT changes following intravitreal methotrexate (IVT-MTX) treatment. Design: Retrospective, single-center, observational study. Methods: Consecutive biopsy-proven VRL cases were included.
Primary choroidal lymphoma with extrascleral extension and bone marrow involvement: a case report
CASE REPORT article Volume 12 - 2025 | https://doi.org/10.3389/fmed.2025.1638453 Introduction Intraocular lymphoma is anatomically divided into vitreoretinal lymphoma and uveal lymphoma. Most intraocular lymphomas are vitreoretinal lymphoma, while uveal lymphoma is rare. Vitreoretinal lymphoma is highly aggressive, with 60–85% of patients developing central nervous system lymphoma (1).
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