Výsledky vyhledávání - "Rodney Allanigue Gabriel"

Akademický článek

A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation

Autor: Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said

Publikováno v: JMIR Perioperative Medicine, Vol 6, p e40455 (2023)

BackgroundExpansion of clinical guidance tools is crucial to identify patients at risk of requiring an opioid refill after outpatient surgery. ObjectiveThe objective of this study was to develop machine learning algorithms incorporating pain and opi

Externí odkaz: https://doaj.org/article/a613c7377778421a87a14911b20f5558

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Akademický článek

An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation

Autor: Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth Waterman

Publikováno v: JMIR Perioperative Medicine, Vol 6, p e39650 (2023)

BackgroundEstimating surgical case duration accurately is an important operating room efficiency metric. Current predictive techniques in spine surgery include less sophisticated approaches such as classical multivariable statistical models. Machine

Externí odkaz: https://doaj.org/article/b9aac7696e9d4ac7ad1b2b5842280079

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A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation (Preprint)

Autor: Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said

BACKGROUND Expansion of clinical guidance tools is crucial to identify patients at risk of requiring an opioid refill after outpatient surgery. OBJECTIVE The objective of this study was to develop machine learning algorithms incorporating pain and op

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2d4f7494f86f1a638e23f399c6d9ae28
https://doi.org/10.2196/preprints.40455

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An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery Using Patient and Surgical Features (Preprint)

Autor: Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth Susanna Waterman

BACKGROUND Estimating surgical case duration accurately is an important operating room efficiency metric. OBJECTIVE The primary objective of this 4-year, single academic center retrospective study was to utilize an ensemble learning approach to impro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3ef53be50026d88f7a3a55f9b2e816cb
https://doi.org/10.2196/preprints.39650

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Attenuation of Brain Response to VEGF-mediated Angiogenesis and Neurogenesis in Aged Mice

Autor: Peng, Gao, Fanxia, Shen, Rodney Allanigue, Gabriel, David, Law, Ethan Yibo, Yang, Ethan, Yang, Guo-Yuan, Yang, William L, Young, Hua, Su

Background and Purpose— Alterations of neuroangiogenic response play important roles in the development of aging-related neurodisorders and affect gene-based therapies. We tested brain response to vascular endothelial growth factor (VEGF) in aged m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::903529ce40d474cd7bace8a083250555
https://europepmc.org/articles/PMC2783321/

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