Publications by authors named "A R Brisson"

Article Synopsis
  • The study aimed to assess how well Large Language Models (LLMs) can understand complex medical documents, specifically focusing on identifying pathologic complete response (pCR) in breast cancer pathology reports.
  • Researchers used two methods to analyze data from pathology reports: extracting features with transformer-based models and fine-tuning GPT-2 to enhance pCR detection accuracy.
  • Results showed high accuracy (95.3% sensitivity and 90.9% positive predictive value) in identifying pCR, demonstrating that LLMs can outperform traditional machine learning techniques in clinical pathology analysis.
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Microvesicles (MVs) are a subtype of extracellular vesicles that can transfer biological information over long distances, affecting normal and pathological processes including skin wound healing. However, the diffusion of MVs into tissues can be impeded by the extracellular matrix (ECM). We investigated the diffusion of dermal wound myofibroblast-derived MVs into the ECM by using hydrogels composed of different ECM molecules such as fibrin, type III collagen and type I collagen that are present during the healing process.

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Article Synopsis
  • Traumatic rib fractures significantly impact patient health, prompting the development of a comprehensive clinical practice guideline (CTCPG) at Vancouver General Hospital to improve patient management and outcomes.* -
  • A study comparing patients before and after the CTCPG implementation revealed increased use of multimodal pain therapy and a notable decrease in delirium, although other outcomes like hospital stay and mortality remained unchanged.* -
  • The findings suggest that the CTCPG enhances pain management and reduces delirium incidence, but further multicenter studies are needed to confirm these benefits in chest trauma care.*
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The poplar rust fungus is part of one of the most devastating group of fungi (Pucciniales) and causes important economic losses to the poplar industry. Because is a heteroecious obligate biotroph, its spread depends on its ability to carry out its reproductive cycle through larch and then poplar parasitism. Genomic approaches have identified more than 1,000 candidate secreted effector proteins (CSEPs) from the predicted secretome of that are potentially implicated in the infection process.

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Cancer cells are exposed to major compressive and shearing forces during invasion and metastasis, leading to extensive plasma membrane damage. To survive this mechanical stress, they need to repair membrane injury efficiently. Targeting the membrane repair machinery is thus potentially a new way to prevent invasion and metastasis.

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