Zobrazeno 1 - 10
of 248
pro vyhledávání: '"Patrick J. Tighe"'
Autor:
Tyler J. Loftus, MD, Matthew M. Ruppert, MS, Benjamin Shickel, PhD, Tezcan Ozrazgat-Baslanti, PhD, Jeremy A. Balch, MD, Kenneth L. Abbott, MD, Die Hu, MS, Adnan Javed, MD, Firas Madbak, MD, Faheem Guirgis, MD, David Skarupa, MD, Philip A. Efron, MD, Patrick J. Tighe, MD, William R. Hogan, MD, Parisa Rashidi, PhD, Gilbert R. Upchurch, Jr, MD, Azra Bihorac, MD
Publikováno v:
Annals of Surgery Open, Vol 5, Iss 2, p e429 (2024)
Objective:. To determine whether certain patients are vulnerable to errant triage decisions immediately after major surgery and whether there are unique sociodemographic phenotypes within overtriaged and undertriaged cohorts. Background:. In a fair s
Externí odkaz:
https://doaj.org/article/d61e92eec95a4e538b624f9469e1d686
Autor:
Matthew M. Ruppert, MS, Tyler J. Loftus, MD, Coulter Small, BS, Han Li, BS, Tezcan Ozrazgat-Baslanti, PhD, Jeremy Balch, MD, Reed Holmes, BS, Patrick J. Tighe, MD, Gilbert R. Upchurch, Jr, MD, FACS, Philip A. Efron, MD, FACS, Parisa Rashidi, PhD, Azra Bihorac, MD
Publikováno v:
Critical Care Explorations, Vol 5, Iss 1, p e0848 (2023)
OBJECTIVES:. To evaluate the methodologic rigor and predictive performance of models predicting ICU readmission; to understand the characteristics of ideal prediction models; and to elucidate relationships between appropriate triage decisions and pat
Externí odkaz:
https://doaj.org/article/ed93166275e4491194df3ac393d3a27d
Autor:
Anis Davoudi, Ruba Sajdeya, Ron Ison, Jennifer Hagen, Parisa Rashidi, Catherine C. Price, Patrick J. Tighe
Publikováno v:
Frontiers in Digital Health, Vol 4 (2023)
IntroductionOverall performance of machine learning-based prediction models is promising; however, their generalizability and fairness must be vigorously investigated to ensure they perform sufficiently well for all patients.ObjectiveThis study aimed
Externí odkaz:
https://doaj.org/article/c776c02fdb354e00a96848ac3549848f
Autor:
Benjamin Shickel, Brandon Silva, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Publikováno v:
Frontiers in Digital Health, Vol 4 (2022)
Transformer model architectures have revolutionized the natural language processing (NLP) domain and continue to produce state-of-the-art results in text-based applications. Prior to the emergence of transformers, traditional NLP models such as recur
Externí odkaz:
https://doaj.org/article/0489985418844b1494389e38d6263e78
Autor:
Tyler J. Loftus, Benjamin Shickel, Jeremy A. Balch, Patrick J. Tighe, Kenneth L. Abbott, Brian Fazzone, Erik M. Anderson, Jared Rozowsky, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Scott A. Berceli, William R. Hogan, Philip A. Efron, J. Randall Moorman, Parisa Rashidi, Gilbert R. Upchurch, Azra Bihorac
Publikováno v:
Frontiers in Artificial Intelligence, Vol 5 (2022)
Human pathophysiology is occasionally too complex for unaided hypothetical-deductive reasoning and the isolated application of additive or linear statistical methods. Clustering algorithms use input data patterns and distributions to form groups of s
Externí odkaz:
https://doaj.org/article/3f3bd21ff14845889c2a7f5e900c3fc0
Publikováno v:
PLoS Medicine, Vol 19, Iss 3 (2022)
Background Gabapentinoids are increasingly prescribed to manage chronic noncancer pain (CNCP) in older adults. When used concurrently with opioids, gabapentinoids may potentiate central nervous system (CNS) depression and increase the risks for fall.
Externí odkaz:
https://doaj.org/article/9472ba765e2649cc987548daeed62b30
Autor:
Tyler J. Loftus, Patrick J. Tighe, Tezcan Ozrazgat-Baslanti, John P. Davis, Matthew M. Ruppert, Yuanfang Ren, Benjamin Shickel, Rishikesan Kamaleswaran, William R. Hogan, J. Randall Moorman, Gilbert R. Upchurch, Parisa Rashidi, Azra Bihorac
Publikováno v:
PLOS Digital Health, Vol 1, Iss 1 (2022)
Established guidelines describe minimum requirements for reporting algorithms in healthcare; it is equally important to objectify the characteristics of ideal algorithms that confer maximum potential benefits to patients, clinicians, and investigator
Externí odkaz:
https://doaj.org/article/18faaffb3aa34cb39e4f85d422b7c52e
Autor:
Jeremy A. Balch, Daniel Delitto, Patrick J. Tighe, Ali Zarrinpar, Philip A. Efron, Parisa Rashidi, Gilbert R. Upchurch, Azra Bihorac, Tyler J. Loftus
Publikováno v:
Frontiers in Immunology, Vol 12 (2021)
The complexity of transplant medicine pushes the boundaries of innate, human reasoning. From networks of immune modulators to dynamic pharmacokinetics to variable postoperative graft survival to equitable allocation of scarce organs, machine learning
Externí odkaz:
https://doaj.org/article/0c51053ea2614b8d876aa0fc3399690b
Autor:
Cansu Karyal, Panayiota Palazi, Jaime Hughes, Rhys C. Griffiths, Ruby R. Persaud, Patrick J. Tighe, Nicholas J. Mitchell, Ruth Griffin
Publikováno v:
Vaccines, Vol 9, Iss 12, p 1453 (2021)
Mucosal vaccination aims to prevent infection mainly by inducing secretory IgA (sIgA) antibody, which neutralises pathogens and enterotoxins by blocking their attachment to epithelial cells. We previously demonstrated that encapsulated protein antige
Externí odkaz:
https://doaj.org/article/4865710cb0b34b4aa4bfbbc66ee850e1
Autor:
Lili Zhou, Sandipan Bhattacharjee, C. Kent Kwoh, Patrick J. Tighe, Daniel C. Malone, Marion Slack, Debbie L. Wilson, Joshua D. Brown, Wei-Hsuan Lo-Ciganic
Publikováno v:
Journal of Clinical Medicine, Vol 9, Iss 1, p 83 (2019)
Increasing gabapentinoid use has raised concerns of misuse and abuse in the United States (US). Little is known about the characteristics of gabapentinoid use in general clinical practice over time. This cross-sectional study used data from the Natio
Externí odkaz:
https://doaj.org/article/c757306b3bd2452899b2671c4d4acaa1