Complexity in disease management: A linked data analysis of multimorbidity in Aboriginal and non-Aboriginal patients hospitalised with atherothrombotic disease in Western Australia...

by Mohammad Akhtar Hussain, Judith M Katzenellenbogen, Frank M Sanfilippo, Kevin Murray, Sandra C Thompson
Published 2018-01-01

Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death.

by Saqib E Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M Sanfilippo, Benjamin J Chow, Girish Dwivedi
Published 2019-01-01

Earlier translation of evidence into public subsidy may prevent morbidity and mortality: an example using statins in diabetics with normal cholesterol levels

by Michael M. Page, Frank M. Sanfilippo, Elizabeth A. Geelhoed, Tom G. Briffa, Michael S.T. Hobbs
Published 2012-10-01

Comparison of Time-Varying and Landmark Analysis Methods in Estimating the Association Between Medication Adherence and Outcomes: A Heart Failure Cohort

by Xiwen Simon Qin, Matthew W Knuiman, Joseph Hung, Tom Briffa, Tiew-Hwa Katherine Teng, Frank M Sanfilippo
Published 2020-12-01

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 Frank M Sanfilippo, Kevin M Trentino, Shannon L Farmer, Michael F Leahy, James Isbister, Rhonda Mayberry, Axel Hofmann
Published 2019-08-01

Increasing anaphylaxis events in Western Australia identified using four linked administrative datasets

by Sandra M. Salter, Ross J. Marriott, Kevin Murray, Samantha L. Stiles, Paul Bailey, Raymond J. Mullins, Frank M. Sanfilippo
Published 2020-11-01

An insight into the relationships between hepcidin, anemia, infections and inflammatory cytokines in pediatric refugees: a cross-sectional study.

by Sarah Cherian, David A Forbes, Angus G Cook, Frank M Sanfilippo, Erwin H Kemna, Dorine W Swinkels, David P Burgner
Published 2008-01-01

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data

by Juan Lu, Ling Wang, Mohammed Bennamoun, Isaac Ward, Senjian An, Ferdous Sohel, Benjamin J. W. Chow, Girish Dwivedi, Frank M. Sanfilippo
Published 2021-09-01

Invasive Coronary Angiography after Chest Pain Presentations to Emergency Departments

by Frank M. Sanfilippo, Graham S. Hillis, Jamie M. Rankin, Donald Latchem, Carl J. Schultz, Jongsay Yong, Ian W. Li, Tom G. Briffa
Published 2020-12-01

Association Between Use of Statins and Survival After Stroke: Real-World Data from The Australian Stroke Clinical Registry

by Lachlan L Dalli, Joosup Kim, Dominique A Cadilhac, Nadine E Andrew, Frank M Sanfilippo, Amanda G Thrift, Vijaya Sundararajan, Monique F Kilkenny
Published 2020-12-01

Using Linked Data to Explore the Association Between Statin Medicine Adherence and Hospitalisation Following A Large Patient Co-Payment Increase

by Karla L Seaman, Max K Bulsara, Frank M Sanfilippo, Anna Kemp-Casey, Elizabeth Ellen Roughead, Caroline E Bulsara, Gerald F Watts, David B Preen
Published 2020-12-01

Systematic reviews and meta-analyses comparing mortality in restrictive and liberal haemoglobin thresholds for red cell transfusion: an overview of systematic reviews

by Kevin M. Trentino, Shannon L. Farmer, Michael F. Leahy, Frank M. Sanfilippo, James P. Isbister, Rhonda Mayberry, Axel Hofmann, Aryeh Shander, Craig French, Kevin Murray
Published 2020-06-01

Patterns of Medicare-funded primary health and specialist consultations in Aboriginal and non-Aboriginal Australians in the two years before hospitalisation for ischaemic heart dis...

by Tiew-Hwa Katherine Teng, Judith M. Katzenellenbogen, Elizabeth Geelhoed, Anthony S. Gunnell, Matthew Knuiman, Frank M. Sanfilippo, Joseph Hung, Qun Mai, Alistair Vickery, Sandra C. Thompson
Published 2018-08-01

Improving cardiovascular outcomes among Aboriginal Australians: Lessons from research for primary care

by Sandra C Thompson, Emma Haynes, John A Woods, Dawn C Bessarab, Lynette A Dimer, Marianne M Wood, Frank M Sanfilippo, Sandra J Hamilton, Judith M Katzenellenbogen
Published 2016-11-01

Association Between Optimal Combination Pharmacotherapy and Survival After Stroke: A Registry and Pharmaceutical Dispensing Study

by Monique F Kilkenny, Lachlan L Dalli, Joosup Kim, Nadine E Andrew, Frank M Sanfilippo, Vijaya Sundararajan, Helen M Dewey, Rohan Grimley, Amanda G Thrift, Dominique A Cadilhac
Published 2020-12-01