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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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Spatiotemporal disease case prediction using contrastive predictive coding

Autor: Anish Susarla, Austin Liu, Duy Hoang Thai, Minh Tri Le, Andreas Züfle

Publikováno v: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::99b481d9b125011cbe175fb22fc5a46b
https://doi.org/10.1145/3557995.3566122

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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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Akademický článek

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

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

Publikováno v: JMIR Perioperative Medicine; Jan-Dec2023, Vol. 6, p1-13, 13p

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Electrosurgery

Autor: Austin Liu, Naomi Lawrence

Publikováno v: Practical Dermatologic Surgery ISBN: 9781003052432

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6aeec50f72ec28deec2a48d2c4046ba1
https://doi.org/10.1201/9781003052432-8

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Global health diplomacy-reconstructing power and governance

Autor: Ilona Kickbusch, Austin Liu

Publikováno v: Lancet (London, England). 399(10341)

Over the past two decades, global health diplomacy, foreign policy for health, and global health policy have changed substantially. Diplomacy is a constitutive part of the system of global health governance. COVID-19 hit the world when multilateral c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::57de2cc5ac7d356aec94f78f101b3081
https://pubmed.ncbi.nlm.nih.gov/35594877

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A Rare Insight into China’s Domestic Reaction to Xi Jinping’s Reform Policies

Autor: Austin Liu

Publikováno v: Special Operations Journal. 5:100-102

In a political and academic atmosphere dominated by the debate over the rise of China and its threat to the United States, Elizabeth C. Economy took a subtly different approach by examining the eff...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::46605e7422fda43fc38b2027b7fac329
https://doi.org/10.1080/23296151.2019.1587138

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Securing and Improving the Internet Architecture

Autor: Austin Liu

Publikováno v: Computer and Information Science. 13:42

The information transfer protocol that supports the modern Internet with its hundreds of thousands of petabytes per month to billions of Internet users across the world was designed in 1981, and it lacks the capacity to properly ensure the security a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::82c6e3e5d90d921470b75d947f2b01fe
https://doi.org/10.5539/cis.v13n4p42

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Incidence of infection after Mohs micrographic and dermatologic surgery before and after implementation of new sterilization guidelines

Autor: Austin Liu, Naomi Lawrence

Publikováno v: Journal of the American Academy of Dermatology. 70:1088-1091

Background Clinical guidelines regarding surgical instrument sterilization established by accrediting organizations should be based on peer-reviewed scientific literature. Few data exist in the scientific literature to support the changes in steriliz

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::048b06d3baccd13a1e9b40f5d9e4d667
https://doi.org/10.1016/j.jaad.2014.02.014

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Evaluation of Orbicularis Oculi Muscle Stripping on the Cosmetic Outcome of Upper Lid Blepharoplasty: A Randomized, Controlled Study

Autor: David J. Kouba, Austin Liu, Robert J. Sage, Matteo C. LoPiccolo, Bassel H. Mahmoud

Publikováno v: Dermatologic Surgery. 39:739-743

Background Many variations in the surgical treatment of upper eyelid blepharoplasty have been described, including orbicularis oculi muscle stripping. There is no evidence in the literature to support the efficacy of this technique in improving the a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e24340c569a12cee96aea880c833031
https://doi.org/10.1111/dsu.12117

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