Patrick J. Tighe
University of Florida
Publications 76
#1Ashkan Ebadi (UF: University of Florida)H-Index: 8
#2Patrick J. Tighe (UF: University of Florida)H-Index: 14
Last.Parisa Rashidi (UF: University of Florida)
view all 4 authors...
We examined the structure of intra- and postoperative case-collaboration networks among the surgical service providers in a quaternary-care academic medical center, using retrospective electronic medical record (EMR) data. We also analyzed the evolution of the network properties over time, as changes in nodes and edges can affect the network structure. We used de-identified intra- and postoperative data for adult patients, ages ≥ 21, who received nonambulatory/nonobstetric surgery at Shands at t...
#1Anis Davoudi (UF: University of Florida)H-Index: 4
#2Kumar Rohit Malhotra (UF: University of Florida)H-Index: 1
Last.Parisa Rashidi (UF: University of Florida)H-Index: 19
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Currently, many critical care indices are not captured automatically at a granular level, rather are repetitively assessed by overburdened nurses. In this pilot study, we examined the feasibility of using pervasive sensing technology and artificial intelligence for autonomous and granular monitoring in the Intensive Care Unit (ICU). As an exemplary prevalent condition, we characterized delirious patients and their environment. We used wearable sensors, light and sound sensors, and a camera to co...
Purpose of reviewPain researchers and clinicians increasingly encounter machine learning algorithms in both research methods and clinical practice. This review provides a summary of key machine learning principles, as well as applications to both structured and unstructured datasets.Recent findingsA
BACKGROUND:Advanced age, frailty, low education level, and impaired cognition are generally reported to be associated with postoperative cognitive complications. To translate research findings into hospital-wide preoperative assessment clinical practice, we examined the feasibility of implementing a
#1Franchesca AriasH-Index: 1
#2Michael RiversoH-Index: 2
Last.Catherine C. PriceH-Index: 23
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In a preoperative anesthesia setting with integrated neuropsychology for individuals >64 years of age, we completed a pilot study examining the association between neurocognitive disorders with frequency of missed colonoscopies and quality of bowel preparation (prep). Gastroenterologists completed t
#1Natalie SilverH-Index: 5
#2Justin Dourado (UF: University of Florida)H-Index: 1
Last.Roger B. FillingimH-Index: 72
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3 CitationsSource
#1Michael L. Kent (Duke University)H-Index: 53
#2Patrick J. Tighe (UF: University of Florida)H-Index: 14
Last.Robert H. Dworkin (URMC: University of Rochester Medical Center)H-Index: 74
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