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Author Details

Lauren Erdman
Center for Computational Medicine, Hospital for Sick Children Research Institute
2016
36
13
PMIDPaper TitleJournal TitlePublished Year
36394258Systemic lupus erythematosus phenotypes formed from machine learning with a specific focus on cognitive impairment.Rheumatology (Oxford)2023
36694664Differential Expression Enrichment Tool (DEET): an interactive atlas of human differential gene expression.NAR Genom Bioinform2023
35867160Deep learning imaging features derived from kidney ultrasounds predict chronic kidney disease progression in children with posterior urethral valves.Pediatr Nephrol2023
36350138Using a machine learning algorithm to predict outcome of primary cytoreductive surgery in advanced ovarian cancer.J Surg Oncol2023
34773476Personalized application of machine learning algorithms to identify pediatric patients at risk for recurrent ureteropelvic junction obstruction after dismembered pyeloplasty.World J Urol2022
35475554Large scale genotype- and phenotype-driven machine learning in Von Hippel-Lindau disease.Hum Mutat2022
36215077Multi-institutional Validation of Improved Vesicoureteral Reflux Assessment With Simple and Machine Learning Approaches.J Urol2022
36052317The silent trial - the bridge between bench-to-bedside clinical AI applications.Front Digit Health2022
35946086Machine learning classification of multiple sclerosis in children using optical coherence tomography.Mult Scler2022
35142035Pre-versus postnatal presentation of posterior urethral valves: a multi-institutional experience.BJU Int2022
35048782A Research Ethics Framework for the Clinical Translation of Healthcare Machine Learning.Am J Bioeth2022
34736872A machine learning-based approach for quantitative grading of vesicoureteral reflux from voiding cystourethrograms: Methods and proof of concept.J Pediatr Urol2022
34626159The Toronto Postliver Transplantation Hepatocellular Carcinoma Recurrence Calculator: A Machine Learning Approach.Liver Transpl2022
34686914Posterior Urethral Valves Outcomes Prediction (PUVOP): a machine learning tool to predict clinically relevant outcomes in boys with posterior urethral valves.Pediatr Nephrol2022
33003163Accurate Classification of Pediatric Colonic Inflammatory Bowel Disease Subtype Using a Random Forest Machine Learning Classifier.J Pediatr Gastroenterol Nutr2021
33655208Single-cell mapper (scMappR): using scRNA-seq to infer the cell-type specificities of differentially expressed genes.NAR Genom Bioinform2021
33693803Identifying longitudinal-growth patterns from infancy to childhood: a study comparing multiple clustering techniques.Int J Epidemiol2021
34538239Predicting the risk of mortality during hospitalization in sick severely malnourished children using daily evaluation of key clinical warning signs.BMC Med2021
34318486Predictive accuracy of prenatal ultrasound findings for lower urinary tract obstruction: A systematic review and Bayesian meta-analysis.Prenat Diagn2021
33982917A Pre-TACE Radiomics Model to Predict HCC Progression and Recurrence in Liver Transplantation: A Pilot Study on a Novel Biomarker.Transplantation2021
34362709Standardized Reporting of Machine Learning Applications in Urology: The STREAM-URO Framework.Eur Urol Focus2021
33168947Integration of brain and behavior measures for identification of data-driven groups cutting across children with ASD, ADHD, or OCD.Neuropsychopharmacology2021
31187473Serotonin system gene variants and regional brain volume differences in pediatric OCD.Brain Imaging Behav2020
32092211Serotonin system genes and hoarding with and without other obsessive-compulsive traits in a population-based, pediatric sample: A genetic association study.Depress Anxiety2020
32684443Trends and relevance in the bladder and bowel dysfunction literature: PlumX metrics contrasted with fragility indicators.J Pediatr Urol2020
32188719A quantitative super-resolution imaging toolbox for diagnosis of motile ciliopathies.Sci Transl Med2020
32487887Artificial intelligence in transplantation (machine-learning classifiers and transplant oncology).Curr Opin Organ Transplant2020
30087453Examination of the shared genetic basis of anorexia nervosa and obsessive-compulsive disorder.Mol Psychiatry2020
30607709PPAR and GST polymorphisms may predict changes in intellectual functioning in medulloblastoma survivors.J Neurooncol2019
31321769Serotonin system genes and obsessive-compulsive trait dimensions in a population-based, pediatric sample: a genetic association study.J Child Psychol Psychiatry2019
29017430Characterizing neurocognitive late effects in childhood leukemia survivors using a combination of neuropsychological and cognitive neuroscience measures.Child Neuropsychol2018
29692205Integration of DNA methylation & health scores identifies subtypes in myalgic encephalomyelitis/chronic fatigue syndrome.Epigenomics2018
29622295Similarity Network Fusion: A Novel Application to Making Clinical Diagnoses.Rheum Dis Clin North Am2018
29105664Brain-Behavior Participant Similarity Networks Among Youth and Emerging Adults with Schizophrenia Spectrum, Autism Spectrum, or Bipolar Disorder and Matched Controls.Neuropsychopharmacology2018
27821364Modification of the association between early adversity and obsessive-compulsive disorder by polymorphisms in the MAOA, MAOB and COMT genes.Psychiatry Res2016
26520158Reach Out and Read is Feasible and Effective for Adolescent Mothers: A Pilot Study.Matern Child Health J2016
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Collaborators

Armando J Lorenzo
The Hospital for Sick Children
Co-authored papers 10
Mandy Rickard
The Hospital for Sick Children
Co-authored papers 10
Anna Goldenberg
SickKids Research Institute
Co-authored papers 9
Jethro C C Kwong
University of Toronto
Co-authored papers 6
Adree Khondker
University of Toronto
Co-authored papers 6
Russell Schachar
The Hospital for Sick Children, University Ave
Co-authored papers 4
Erik Drysdale
The Hospital for Sick Children
Co-authored papers 3
Masoom A Haider
University Health Network
Co-authored papers 2
Michael D Wilson
SickKids Research Institute
Co-authored papers 2
Melissa D McCradden
University of Adelaide
Co-authored papers 2
Shinya Ito
University of Toronto
Co-authored papers 1
Arpad M Danos
McDonnell Genome Institute, Washington University in St Louis School of Medicine
Co-authored papers 1
Malachi Griffith
Washington University
Co-authored papers 1
James A Knowles
Co-authored papers 1
Carol A Mathews
Co-authored papers 1
Obi L Griffith
Washington University
Co-authored papers 1
Joan E Wither
Schroeder Arthritis Institute, Krembil Research Institute, University Health Network
Co-authored papers 1
Elizabeth A Stephenson
The Hospital for Sick Children.
Co-authored papers 1
Vijay Ramaswamy
Hospital for Sick Children
Co-authored papers 1
Rachel H Giles
University Medical Center Utrecht
Co-authored papers 1
Peter Szatmari
Hospital for Sick Children, University of Toronto
Co-authored papers 1
Zahi Touma
Schroeder Arthritis Institute, Krembil Research Institute, University Health Network
Co-authored papers 1
Kilannin Krysiak
Washington University School of Medicine
Co-authored papers 1
Girish S Kulkarni
Princess Margaret Cancer Centre, University Health Network, University of Toronto
Co-authored papers 1
Gregory L Hanna
Co-authored papers 1
Laura M Thornton
University of North Carolina at Chapel Hill
Co-authored papers 1
Cynthia M Bulik
Karolinska Institutet
Co-authored papers 1
James A Anderson
The Hospital for Sick Children.
Co-authored papers 1
Eric Bouffet
The Hospital for Sick Children
Co-authored papers 1
Anna Goldenberg
University of Toronto
Co-authored papers 1
Release 1.2