Michael Mathis
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Explore the profile of Michael Mathis including associated specialties, affiliations and a list of published articles.
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35
Citations
332
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Recent Articles
1.
Zhang Y, Wittrup E, Hodgman M, Mathis M, Najarian K
IEEE J Biomed Health Inform
. 2025 Mar;
PP.
PMID: 40085457
The extensive adoption of artificial intelligence in clinical decision support systems requires greater model interpretability. Hence, we introduce EvolveFNN, an interpretable model based on the recurrent neural network that merges...
2.
Douville N, Mathis M, Smolkin M, Martin L, Popescu W, Blank R
Anesth Analg
. 2025 Mar;
PMID: 40063506
Background: A recent multicenter study suggested that the duration of single-lung ventilation, and not the intensity of the hyperoxia (ie, inspired oxygen fraction) during this period, contributes to the development...
3.
Douville N, Mathis M, Kheterpal S, Heung M, Schaub J, Naik A, et al.
Anesthesiology
. 2024 Nov;
142(1):180-201.
PMID: 39527650
No abstract available.
4.
Douville N, Bastarache L, He J, Wu K, Vanderwerff B, Bertucci-Richter E, et al.
Anesthesiology
. 2024 Sep;
142(1):52-71.
PMID: 39250560
Background: Postoperative nausea and vomiting (PONV) is a key driver of unplanned admission and patient satisfaction after surgery. Because traditional risk factors do not completely explain variability in risk, this...
5.
Hodgman M, Minoccheri C, Mathis M, Wittrup E, Najarian K
Diagnostics (Basel)
. 2024 Aug;
14(16).
PMID: 39202229
Background: Acute myocardial infarctions are deadly to patients and burdensome to healthcare systems. Most recorded infarctions are patients' first, occur out of the hospital, and often are not accompanied by...
6.
Engoren M, Janda A, Heung M, Sturmer D, Likosky D, Hawkins R, et al.
J Cardiothorac Vasc Anesth
. 2024 Jun;
38(9):1914-1922.
PMID: 38890088
Objectives: To estimate whether the association of transfusion and acute kidney injury (AKI) has a threshold of oxygen delivery below which transfusion is beneficial but above which it is harmful....
7.
Kendale S, Bishara A, Burns M, Solomon S, Corriere M, Mathis M
JMIR AI
. 2024 Jun;
2:e44909.
PMID: 38875567
Background: Accurate projections of procedural case durations are complex but critical to the planning of perioperative staffing, operating room resources, and patient communication. Nonlinear prediction models using machine learning methods...
8.
Mathis M, Steffner K, Subramanian H, Gill G, Girardi N, Bansal S, et al.
J Cardiothorac Vasc Anesth
. 2024 Mar;
38(5):1211-1220.
PMID: 38453558
Artificial intelligence- (AI) and machine learning (ML)-based applications are becoming increasingly pervasive in the healthcare setting. This has in turn challenged clinicians, hospital administrators, and health policymakers to understand such...
9.
Cao J, Zhang X, Shahinian V, Yin H, Steffick D, Saran R, et al.
Nat Mach Intell
. 2023 Dec;
4(12):1121-1129.
PMID: 38148789
Delays in the identification of acute kidney injury (AKI) in hospitalized patients are a major barrier to the development of effective interventions to treat AKI. A recent study by Tomasev...
10.
Ebadi-Tehrani M, Sheu R, Alfirevic A, Kazanjian P, Zimmerman K, Mathis M, et al.
J Cardiothorac Vasc Anesth
. 2023 Dec;
38(3):616-625.
PMID: 38087669
The Intersocietal Accreditation Commission (IAC) is a nonprofit accrediting organization committed to ensuring the quality of diagnostic imaging and related procedures. It comprises a collaboration of stakeholders spanning numerous medical...