Search Results - "Sanfilippo, Frank M"

Analysis and evaluation of explainable artificial intelligence on suicide risk assessment by Tang, Hao, Miri Rekavandi, Aref, Rooprai, Dharjinder, Dwivedi, Girish, Sanfilippo, Frank M., Boussaid, Farid, Bennamoun, Mohammed

“…This study explores the effectiveness of Explainable Artificial Intelligence (XAI) for predicting suicide risk from medical tabular data. Given the common…”
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Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death by Awan, Saqib E, Bennamoun, Mohammed, Sohel, Ferdous, Sanfilippo, Frank M, Chow, Benjamin J, Dwivedi, Girish

“…The prediction of readmission or death after a hospital discharge for heart failure (HF) remains a major challenge. Modern healthcare systems, electronic…”
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Systematic reviews and meta-analyses comparing mortality in restrictive and liberal haemoglobin thresholds for red cell transfusion: an overview of systematic reviews by Trentino, Kevin M, Farmer, Shannon L, Leahy, Michael F, Sanfilippo, Frank M, Isbister, James P, Mayberry, Rhonda, Hofmann, Axel, Shander, Aryeh, French, Craig, Murray, Kevin

“…There are no overviews of systematic reviews investigating haemoglobin thresholds for transfusion. This is important as the literature on transfusion…”
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Contemporary Incidence and Prevalence of Rheumatic Fever and Rheumatic Heart Disease in Australia Using Linked Data: The Case for Policy Change by Katzenellenbogen, Judith M, Bond-Smith, Daniela, Seth, Rebecca J, Dempsey, Karen, Cannon, Jeffrey, Stacey, Ingrid, Wade, Vicki, de Klerk, Nicholas, Greenland, Melanie, Sanfilippo, Frank M, Brown, Alex, Carapetis, Jonathan R, Wyber, Rosemary, Nedkoff, Lee, Hung, Joe, Bessarab, Dawn, Ralph, Anna P

“…Background In 2018, the World Health Organization prioritized control of acute rheumatic fever (ARF) and rheumatic heart disease (RHD), including disease…”
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Patterns of Use and Discontinuation of Secondary Prevention Medications After Stroke by Dalli, Lachlan L., Kim, Joosup, Thrift, Amanda G., Andrew, Nadine E., Sanfilippo, Frank M., Lopez, Derrick, Grimley, Rohan, Lannin, Natasha A., Wong, Lillian, Lindley, Richard I., Campbell, Bruce C.V., Anderson, Craig S., Cadilhac, Dominique A., Kilkenny, Monique F.

“…OBJECTIVETo investigate whether certain patient, acute-care, or primary-care factors are associated with medication initiation and discontinuation in the…”
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Effectiveness of E-learning in Pharmacy Education by Salter, Sandra M., Karia, Ajay, Sanfilippo, Frank M., Clifford, Rhonda M.

“…Over the past 2 decades, e-learning has evolved as a new pedagogy within pharmacy education. As learners and teachers increasingly seek e-learning…”
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Antihypertensive Medication Adherence and the Risk of Vascular Events and Falls After Stroke: A Real-World Effectiveness Study Using Linked Registry Data by Dalli, Lachlan L., Olaiya, Muideen T., Kim, Joosup, Andrew, Nadine E., Cadilhac, Dominique A., Ung, David, Lindley, Richard I., Sanfilippo, Frank M., Thrift, Amanda G., Nelson, Mark R., Gall, Seana L., Kilkenny, Monique F.

“…Real-world evidence is limited on whether antihypertensive medications help avert major adverse cardiovascular events (MACE) after stroke without increasing…”
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Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data by Lu, Juan, Wang, Ling, Bennamoun, Mohammed, Ward, Isaac, An, Senjian, Sohel, Ferdous, Chow, Benjamin J. W., Dwivedi, Girish, Sanfilippo, Frank M.

“…Our aim was to investigate the usefulness of machine learning approaches on linked administrative health data at the population level in predicting older…”
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Association Between Potentially Inappropriate Medications From the Beers Criteria and the Risk of Unplanned Hospitalization in Elderly Patients by Price, Sylvie D., Holman, C. D’Arcy J., Sanfilippo, Frank M., Emery, Jon D.

“…Background: Predisposition to adverse drug events with advancing age has led to the development of lists of potentially inappropriate medications (PIMs) to be…”
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Complexity in disease management: A linked data analysis of multimorbidity in Aboriginal and non-Aboriginal patients hospitalised with atherothrombotic disease in Western Australia by Hussain, Mohammad Akhtar, Katzenellenbogen, Judith M, Sanfilippo, Frank M, Murray, Kevin, Thompson, Sandra C

“…Hospitalisation for atherothrombotic disease (ATD) is expected to rise in coming decades. However, increasingly, associated comorbidities impose challenges in…”
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Population Trends of Recurrent Coronary Heart Disease Event Rates Remain High by BRIFFA, Tom G, HOBBS, Michael S, TONKIN, Andrew, SANFILIPPO, Frank M, HICKLING, Siobhan, RIDOUT, Stephen C, KNUIMAN, Matthew

“…Survivors of nonfatal coronary heart disease (CHD) can reduce their risk of further events by various preventive interventions. The impact of such measures as…”
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Mental illness related disparities in diabetes prevalence, quality of care and outcomes: a population-based longitudinal study by Mai, Qun, Holman, C D'Arcy J, Sanfilippo, Frank M, Emery, Jonathan D, Preen, David B

“…Health care disparity is a public health challenge. We compared the prevalence of diabetes, quality of care and outcomes between mental health clients (MHCs)…”
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Contemporary trends in anaphylaxis burden and healthcare utilisation in Western Australia: A linked data study by Stiles, Samantha L., Sanfilippo, Frank M., Loh, Richard, Said, Maria, Clifford, Rhonda M., Salter, Sandra M.

“…Anaphylaxis is a growing public health problem in Australia. To determine the extent of the problem, we linked multiple health datasets to examine temporal…”
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Risk of early recurrence and mortality in high-risk myocardial infarction patients: A population-based linked data study by Nedkoff, Lee, Briffa, Tom, Murray, Kevin, Gaw, James, Yates, Andrea, Sanfilippo, Frank M., Nicholls, Stephen J.

“…Survival during the early period following myocardial infarction (MI) has significantly improved although there are limited data on cardiovascular recurrence…”
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Health in a Virtual Environment (HIVE): A Novel Continuous Remote Monitoring Service for Inpatient Management by Bowles, Tim, Trentino, Kevin M, Lloyd, Adam, Trentino, Laura, Murray, Kevin, Thompson, Aleesha, Sanfilippo, Frank M, Waterer, Grant

“…The aim of this study was to describe the implementation of a novel 50-bed continuous remote monitoring service for high-risk acute inpatients treated in…”
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Increasing anaphylaxis events in Western Australia identified using four linked administrative datasets by Salter, Sandra M., Marriott, Ross J., Murray, Kevin, Stiles, Samantha L., Bailey, Paul, Mullins, Raymond J., Sanfilippo, Frank M.

“…Anaphylaxis events are increasing worldwide, based on studies of single administrative datasets including hospital admissions, emergency room presentations,…”
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Age- and Sex-Specific Trends in the Incidence of Hospitalized Acute Coronary Syndromes in Western Australia by NEDKOFF, Lee J, BRIFFA, Tom G, PREEN, David B, SANFILIPPO, Frank M, HUNG, Joseph, RIDOUT, Stephen C, KNUIMAN, Matthew, HOBBS, Michael

“…BACKGROUND- The incidence of myocardial infarction has declined during the past 4 decades in many populations. However, there are limited population data…”
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An insight into the relationships between hepcidin, anemia, infections and inflammatory cytokines in pediatric refugees: a cross-sectional study by Cherian, Sarah, Forbes, David A, Cook, Angus G, Sanfilippo, Frank M, Kemna, Erwin H, Swinkels, Dorine W, Burgner, David P

“…Hepcidin, a key regulator of iron homeostasis, is increased in response to inflammation and some infections, but the in vivo role of hepcidin, particularly in…”
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Systematic reviews and meta-analyses comparing mortality in restrictive and liberal haemoglobin thresholds for red cell transfusion: protocol for an overview of systematic reviews by Trentino, Kevin M, Farmer, Shannon L, Sanfilippo, Frank M, Leahy, Michael F, Isbister, James, Mayberry, Rhonda, Hofmann, Axel, Murray, Kevin

“…IntroductionThere has been a significant increase in the number of systematic reviews and meta-analyses of randomised controlled trials investigating…”
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Economic Evaluations of Pathology Tests, 2010-2015: A Scoping Review by Watts, Rory D., MPH, Li, Ian W., PhD, Geelhoed, Elizabeth A., PhD, Sanfilippo, Frank M., PhD, St. John, Andrew, PhD

“…Abstract Background Concerns about pathology testing such as the value provided by new tests and the potential for inappropriate utilization have led to a…”
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