Search Results - "Toma, Augustin"

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    Machine learning approaches to the human metabolome in sepsis identify metabolic links with survival by Kosyakovsky, Leah B., Somerset, Emily, Rogers, Angela J., Sklar, Michael, Mayers, Jared R., Toma, Augustin, Szekely, Yishay, Soussi, Sabri, Wang, Bo, Fan, Chun-Po S., Baron, Rebecca M., Lawler, Patrick R.

    Published in Intensive care medicine experimental (17-06-2022)
    “…Background Metabolic predictors and potential mediators of survival in sepsis have been incompletely characterized. We examined whether machine learning (ML)…”
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    Journal Article
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    Medical students' challenges and suggestions regarding research training: a synthesis of comments from a cross- sectional survey by Riva, John J, Elsharawi, Radwa, Daza, Julian, Toma, Augustin, Whyte, Robert, Agarwal, Gina, Busse, Jason W

    Published in Canadian medical education journal (01-07-2019)
    “…We previously reported on a cross-sectional study of students from the Michael G. DeGroote School of Medicine at McMaster University that found most…”
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    Attitudes toward the Canadian Guideline for Safe and Effective Use of Opioids for Chronic Non-Cancer Pain: A qualitative study by Chang, Yaping, Zhu, Kan Lun, Florez, Ivan D, Cho, Sung Min, Zamir, Nasim, Toma, Augustin, Mirza, Reza Donald, Guyatt, Gordon H, Buckley, Norman, Busse, Jason W

    Published in Journal of opioid management (01-11-2016)
    “…Chronic noncancer pain (CNCP) refers to all pain disorders, not due to cancer, that persist for ≥3 months. The point prevalence of CNCP in the general…”
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    Journal Article
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    Generative AI could revolutionize health care — but not if control is ceded to big tech by Toma, Augustin, Senkaiahliyan, Senthujan, Lawler, Patrick R., Rubin, Barry, Wang, Bo

    Published in Nature (London) (07-12-2023)
    “…Large language models such as that used by ChatGPT could soon become essential tools for diagnosing and treating patients. To protect people’s privacy and…”
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    To safely deploy generative AI in health care, models must be open source by Toma, Augustin, Senkaiahliyan, Senthujan, Lawler, Patrick R, Rubin, Barry, Wang, Bo

    Published in Nature (London) (07-12-2023)
    “…Thanks to the two companies collaborating, initiatives are already under way at the University of California San Diego Health system and at Stanford University…”
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    Alcohol and Cardiovascular Disease: How Much is Too Much? by Toma, Augustin, Paré, Guillaume, Leong, Darryl P.

    Published in Current atherosclerosis reports (01-03-2017)
    “…Purpose of Review Previous research suggests that low-moderate alcohol consumption may have cardioprotective effects, while heavy or binge-pattern drinking is…”
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    The use of machine learning models to predict PFS and OS outcomes from waterfall plots in randomized clinical trials (MAP-OUTCOMES) by Alshankati, Khadjah, Alshibany, Aisha, Toma, Augustin, Lajkosz, Katherine, Wang, Bo, Haibe-Kains, Benjamin, Siu, Lillian L.

    Published in JCO global oncology (01-08-2023)
    “…107 Background: Depth of tumor response (DepOR) of individual patients, as visualized by waterfall plots, is an emerging short-term endpoint that may represent…”
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