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Author Details

Muhammad Mamdani
Institute of Health Policy, University of Toronto
1984
547
76
PMIDPaper TitleJournal TitlePublished Year
37389890Predicting Outcomes Following Endovascular Abdominal Aortic Aneurysm Repair Using Machine Learning.Ann Surg2024
37804954Using machine learning to predict outcomes following suprainguinal bypass.J Vasc Surg2024
38050138Grand rounds in methodology: key considerations for implementing machine learning solutions in quality improvement initiatives.BMJ Qual Saf2024
36122830Predictive Validity of the Infant Toddler Checklist in Primary Care at the 18-month Visit and School Readiness at 4 to 6 Years.Acad Pediatr2023
37634621Using machine learning to predict outcomes following open abdominal aortic aneurysm repair.J Vasc Surg2023
37804197Predicting Major Adverse Cardiovascular Events Following Carotid Endarterectomy Using Machine Learning.J Am Heart Assoc2023
37858122Impact of a publicly-funded pharmacare program policy on benzodiazepine dispensing among children and youth: a population-based natural experiment.BMC Pediatr2023
37662643Predicting survival post-cardiac arrest: An observational cohort study.Resusc Plus2023
37524396Prescription of oxycodone versus codeine after childbirth and risk of persistent opioid use: a population-based cohort study.CMAJ2023
37710397Machine learning to predict outcomes following endovascular abdominal aortic aneurysm repair.Br J Surg2023
37623863Current Biomarkers for Carotid Artery Stenosis: A Comprehensive Review of the Literature.Metabolites2023
37747733APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support.JAMA Netw Open2023
35834646Body Weight at Age Four Years and Readiness to Start School: A Prospective Cohort Study.Child Obes2023
37454952Predicting outcomes following open revascularization for aortoiliac occlusive disease using machine learning.J Vasc Surg2023
37151895Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration.Crit Care Explor2023
37418260Trends in Opioid Toxicity-Related Deaths in the US Before and After the Start of the COVID-19 Pandemic, 2011-2021.JAMA Netw Open2023
37252150Adherence to antipsychotic laboratory monitoring guidelines in children and youth: a population-based study.Front Psychiatry2023
37016841Impact of a Publicly-Funded Pharmacare Program on Prescription Stimulant use Among Children and Youth: A Population-Based Observational Natural Experiment.Can J Psychiatry2023
37211142Using machine learning to predict outcomes following carotid endarterectomy.J Vasc Surg2023
37234014Effect of Free Medicine Distribution on Health Care Costs in Canada Over 3 Years: A Secondary Analysis of the CLEAN Meds Randomized Clinical Trial.JAMA Health Forum2023
36721971The influence of diabetes on temporal trends in lower extremity revascularisation and amputation for peripheral artery disease: A population-based repeated cross-sectional analysis.Diabet Med2023
36921977Maternal opioid treatment after delivery and risk of adverse infant outcomes: population based cohort study.BMJ2023
36681257Regional variation in lower extremity revascularization and amputation for peripheral artery disease.J Vasc Surg2023
36933121Teaching old tools new tricks-preparing emergency medicine for the impact of machine learning-based risk prediction models.CJEM2023
36631810Geographic variation and sociodemographic correlates of prescription psychotropic drug use among children and youth in Ontario, Canada: a population-based study.BMC Public Health2023
36369632Using real-time machine learning to prevent in-hospital hypoglycemia: a prospective study.Intern Emerg Med2023
34326293Impact of changes in opioid funding and clinical policies on rapid tapering of opioids in Ontario, Canada.Pain2022
35527204High-Intensity Hospital Utilization Among Adults With Diabetic Foot Ulcers: A Population-based Study.Can J Diabetes2022
36480526Changing patterns of opioid initiation for pain management in Ontario, Canada: A population-based cross-sectional study.PLoS One2022
36812643Governing partnerships with technology companies as part of the COVID-19 response in Canada: A qualitative case study.PLOS Digit Health2022
36133802From compute to care: Lessons learned from deploying an early warning system into clinical practice.Front Digit Health2022
36016703Perceptions of Canadian vascular surgeons toward artificial intelligence and machine learning.J Vasc Surg Cases Innov Tech2022
35913525Rule-based natural language processing for automation of stroke data extraction: a validation study.Neuroradiology2022
35257434Duration of use and outcomes among people with opioid use disorder initiating methadone and buprenorphine in Ontario: a population-based propensity-score matched cohort study.Addiction2022
35046493Machine learning in vascular surgery: a systematic review and critical appraisal.NPJ Digit Med2022
34871982Developing and validating natural language processing algorithms for radiology reports compared to ICD-10 codes for identifying venous thromboembolism in hospitalized medical patients.Thromb Res2022
35197009Children's screen use and school readiness at 4-6 years: prospective cohort study.BMC Public Health2022
35135701Uptake of re-resection in T1 bladder cancer: An interrupted population-based time series analysis among different groups of surgeons.Urol Oncol2022
35019849Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study.JMIR Med Inform2022
34674366Oncological benefit of re-resection for T1 bladder cancer: a comparative effectiveness study.BJU Int2022
34547923Factors Associated with Re-Resection in T1 Bladder Cancer: Identifying Patients Who Do Not Receive Guideline-Concordant Care at the Population Level.J Urol2022
34628939SLEAP SMART (Sleep Apnea Screening Using Mobile Ambulatory Recorders After TIA/Stroke): A Randomized Controlled Trial.Stroke2022
34744152Development and Internal Validation of Novel Risk Tools to Predict Subsequent Shoulder Surgery After Proximal Humerus Fractures.J Orthop Trauma2022
34387247Association Between Physical Activity, Screen Time and Sleep, and School Readiness in Canadian Children Aged 4 to 6 Years.J Dev Behav Pediatr2022
31479302A concept analysis and overview of outcome measures used for evaluating patients with proximal humerus fractures.Disabil Rehabil2021
33744063Dental Opioid Prescription Characteristics and the Risk of New, Persistent Use.Am J Prev Med2021
33657184Cohort profile: St. Michael's Hospital Tuberculosis Database (SMH-TB), a retrospective cohort of electronic health record data and variables extracted using natural language processing.PLoS One2021
33548262Randomized Trial of Oral Iron and Diet Advice versus Diet Advice Alone in Young Children with Nonanemic Iron Deficiency.J Pediatr2021
33568436Characteristics and outcomes of hospital admissions for COVID-19 and influenza in the Toronto area.CMAJ2021
33512260Vascular injury-related in-hospital mortality in Ontario between 1991 and 2009.J Int Med Res2021
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Collaborators

Amit X Garg
Western University
Co-authored papers 26
Rahim Moineddin
University of Toronto
Co-authored papers 15
Matthew A Weir
Western University
Co-authored papers 13
Ron Wald
University of Toronto
Co-authored papers 12
Deepak L Bhatt
Icahn School of Medicine at Mount Sinai Health System
Co-authored papers 11
Therese A Stukel
and Institute of Health Policy, University of Toronto
Co-authored papers 10
Michael Fralick
University of Toronto
Co-authored papers 9
Girish S Kulkarni
Princess Margaret Cancer Centre, University Health Network, University of Toronto
Co-authored papers 8
Derek Beaton
University of Toronto
Co-authored papers 7
Jerry H Gurwitz
university of massachusetts amherst Chan Medical School
Co-authored papers 6
Sharon-Lise T Normand
Harvard Medical School
Co-authored papers 6
Chirag R Parikh
Johns Hopkins University School of Medicine
Co-authored papers 4
Eric McArthur
Lawson Health Research Institute
Co-authored papers 4
Theodorus H van der Kwast
University Health Network, University of Toronto
Co-authored papers 4
Rebecca C Auer
The Ottawa Hospital Research Institute
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Marzyeh Ghassemi
3Vector Institute
Co-authored papers 4
Tony Mazzulli
Mount Sinai Health System and University Health Network
Co-authored papers 3
Arlene S Bierman
Center for Evidence and Practice Improvement
Co-authored papers 3
Xavier Montalban
Co-authored papers 3
Michael J Schull
University of Toronto
Co-authored papers 2
Alexandre R Zlotta
University Health Network, Princess Margaret Cancer Center, University of Toronto
Co-authored papers 2
Antonio Finelli
Princess Margaret Cancer Centre, University Health Network and University of Toronto
Co-authored papers 2
Justin Z Wang
University of Toronto
Co-authored papers 2
Neil E Fleshner
University of Toronto
Co-authored papers 2
Sheldon W Tobe
University of Toronto, Canada Northern Ontario School of Medicine
Co-authored papers 2
Khosrow Adeli
The Hospital for Sick Children
Co-authored papers 2
Lois Shepherd
Queens University
Co-authored papers 2
Jethro C C Kwong
University of Toronto
Co-authored papers 2
Alan J Forster
The Ottawa Hospital Research Institute, Clinical Epidemiology Program
Co-authored papers 2
Russell Schachar
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