Publications by authors named "Bayan Altalla'"

Introduction: The integration of anti-HER2 targeted therapy with chemotherapy has demonstrated an increase in pathologic complete response rates (pCR) in patients with HER2-positive early-stage breast cancer (EBC). This study presents real-world data on the use of trastuzumab with or without pertuzumab, in combination with anthracycline and taxanes-based chemotherapy regimen.

Methods: We conducted a retrospective analysis of patients with HER2-positive EBC who underwent neoadjuvant chemotherapy (NACT), treated between January 2014 and September 2021.

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Recent advancements in large language models (LLMs), particularly GPT-3.5 and GPT-4, have sparked significant interest in their application within the medical field. This research offers a detailed comparative analysis of the abilities of GPT-3.

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The rapid digitalization of healthcare has created a pressing need for solutions that manage clinical data securely while ensuring patient privacy. This study evaluates the capabilities of GPT-3.5 and GPT-4 models in de-identifying clinical notes and generating synthetic data, using API access and zero-shot prompt engineering to optimize computational efficiency.

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