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Lipotropic injections contain methionine, inositol, and choline but are not MHRA-licensed medicines and lack robust clinical evidence for weight loss or metabolic benefits

The code-embedded model, which leverages BERT-based contextual embeddings, more accurately captures significant relationships between diagnostic codes, offering a more nuanced and precise representation of patient diagnostic patterns

Methods: A descriptive observational study was conducted at Bachmai Stroke Center between December 1, 2023, and August 31, 2024, enrolling minor ischemic stroke patients (NIHSS scores 5 and items 1a, 1b, and 1c on the NIHSS scale = 0) hospitalized within 24 hours of symptom onset and had END (defined as a rise of 2 points in the NIHSS score during the first 72 hours after admission)

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