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Author Details

Yizhao Ni
Cincinnati Children's Hospital Medical Center
2011
45
15
PMIDPaper TitleJournal TitlePublished Year
36737471Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.Sci Rep2023
35665923Gross motor function prediction using natural language processing in cerebral palsy.Dev Med Child Neurol2023
36775890Built environment factors predictive of early rapid lung function decline in cystic fibrosis.Pediatr Pulmonol2023
35308946Development and Evaluation of an Automated Approach to Detect Weight Abnormalities in Pediatric Weight Charts.AMIA Annu Symp Proc2022
35673069User-Centered Evaluation of a Visual Annotation Tool for Rapid Assessment of Pediatric Weight Entry Errors.Stud Health Technol Inform2022
36525289Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study.JMIR Med Inform2022
36098741Using deep learning and electronic health records to detect Noonan syndrome in pediatric patients.Genet Med2022
34881481External validation and comparison of risk score models in pediatric heart transplants.Pediatr Transplant2022
34333636Automated detection of substance use information from electronic health records for a pediatric population.J Am Med Inform Assoc2021
35125553Seasonal variation of lung function in cystic fibrosis: longitudinal modeling to compare a Midwest US cohort to international populations.Sci Total Environ2021
34496420Machine Learning for Detection of Correct Peripherally Inserted Central Catheter Tip Position from Radiology Reports in Infants.Appl Clin Inform2021
34434833Seasonality, mediation and comparison (SMAC) methods to identify influences on lung function decline.MethodsX2021
34505837Understanding Pediatric Surgery Cancellation: Geospatial Analysis.J Med Internet Res2021
34302027Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies.NPJ Digit Med2021
34009266DeepImmuno: deep learning-empowered prediction and generation of immunogenic peptides for T-cell immunity.Brief Bioinform2021
32264725Influences of environmental exposures on individuals living with cystic fibrosis.Expert Rev Respir Med2020
33398286DeepImmuno: Deep learning-empowered prediction and generation of immunogenic peptides for T cell immunity.bioRxiv2020
33263548The Generalizability of a Medication Administration Discrepancy Detection System: Quantitative Comparative Analysis.JMIR Med Inform2020
32876578Integrating and Evaluating the Data Quality and Utility of Smart Pump Information in Detecting Medication Administration Errors: Evaluation Study.JMIR Med Inform2020
32361146Finding warning markers: Leveraging natural language processing and machine learning technologies to detect risk of school violence.Int J Med Inform2020
30281551A Time-and-Motion Study of Clinical Trial Eligibility Screening in a Pediatric Emergency Department.Pediatr Emerg Care2019
31438045Development and Preliminary Evaluation of a Visual Annotation Tool to Rapidly Collect Expert-Annotated Weight Errors in Pediatric Growth Charts.Stud Health Technol Inform2019
31342909A Real-Time Automated Patient Screening System for Clinical Trials Eligibility in an Emergency Department: Design and Evaluation.JMIR Med Inform2019
31445261Mining patient-specific and contextual data with machine learning technologies to predict cancellation of children's surgery.Int J Med Inform2019
31120022Data Challenges With Real-Time Safety Event Detection And Clinical Decision Support.J Med Internet Res2019
29329456Designing and evaluating an automated system for real-time medication administration error detection in a neonatal intensive care unit.J Am Med Inform Assoc2018
30815152A Comparison of Existing Methods to Detect Weight Data Errors in a Pediatric Academic Medical Center.AMIA Annu Symp Proc2018
29444182Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis.PLoS One2018
29713946Automated Risk Assessment for School Violence: a Pilot Study.Psychiatr Q2018
27528455A Pilot Study on Developing a Standardized and Sensitive School Violence Risk Assessment with Manual Annotation.Psychiatr Q2017
28802341Using Health Information Technology to Improve Safety in Neonatal Care: A Systematic Review of the Literature.Clin Perinatol2017
28634427Leveraging Food and Drug Administration Adverse Event Reports for the Automated Monitoring of Electronic Health Records in a Pediatric Hospital.Biomed Inform Insights2017
27472449Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder.PLoS One2016
27452794Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers.Appl Clin Inform2016
27121609Will they participate? Predicting patients' response to clinical trial invitations in a pediatric emergency department.J Am Med Inform Assoc2016
25030032Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department.J Am Med Inform Assoc2015
26342218Desiderata for computable representations of electronic health records-driven phenotype algorithms.J Am Med Inform Assoc2015
26190267Automated detection of medication administration errors in neonatal intensive care.J Biomed Inform2015
25881112Increasing the efficiency of trial-patient matching: automated clinical trial eligibility pre-screening for pediatric oncology patients.BMC Med Inform Decis Mak2015
25943550An end-to-end hybrid algorithm for automated medication discrepancy detection.BMC Med Inform Decis Mak2015
24401171Phenotyping for patient safety: algorithm development for electronic health record based automated adverse event and medical error detection in neonatal intensive care.J Am Med Inform Assoc2014
25545785The effect of inversion at 8p23 on BLK association with lupus in Caucasian population.PLoS One2014
24813568Developing and evaluating a machine learning based algorithm to predict the need of pediatric intensive care unit transfer for newly hospitalized children.Resuscitation2014
24556292Preparing an annotated gold standard corpus to share with extramural investigators for de-identification research.J Biomed Inform2014
20348000Kernel regression for fMRI pattern prediction.Neuroimage2011
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Collaborators

Todd Lingren
Cincinnati Children's Hospital Medical Center
Co-authored papers 15
Eleni-Rosalina Andrinopoulou
Erasmus MC Cancer Institute, Erasmus University Medical Center
Co-authored papers 4
Isaac S Kohane
Harvard Medical School
Co-authored papers 3
Beth L Cobb
Cincinnati Children's Hospital Medical Center
Co-authored papers 3
Marc S Williams
University of Washington Medical Center
Co-authored papers 3
John B Harley
US Department of Veterans Affairs Medical Center
Co-authored papers 3
Bahram Namjou
Cincinnati Children's Hospital
Co-authored papers 3
Frank D Mentch
Center for Applied Genomics (CAG), Children's Hospital of Philadelphia
Co-authored papers 3
Joshua C Denny
Vanderbilt University
Co-authored papers 3
Keith Marsolo
Duke Clinical Research Institute, Duke University School of Medicine
Co-authored papers 2
Ingrid A Holm
Harvard Medical School
Co-authored papers 2
Jonathan Bickel
Harvard Medical School
Co-authored papers 2
Ning Shang
Columbia University Irving Medical Center
Co-authored papers 2
Wei-Qi Wei
Vanderbilt University Medical Center
Co-authored papers 2
Chunhua Weng
Columbia University Irving Medical Center
Co-authored papers 2
Luke V Rasmussen
Northwestern University Feinberg School of Medicine
Co-authored papers 2
Krzysztof Kiryluk
Columbia University
Co-authored papers 2
Guergana Savova
Boston Children's Hospital, Harvard Medical School.
Co-authored papers 2
David S Carrell
Kaiser Permanente Washington Health Research Institute
Co-authored papers 2
Shawn N Murphy
Harvard Medical School
Co-authored papers 2
Jennifer A Pacheco
University of Pennsylvania
Co-authored papers 2
Iftikhar J Kullo
Mayo Clinic
Co-authored papers 2
Guoqian Jiang
Mayo Clinic Rochester Minnesota USA.
Co-authored papers 1
John Ashburner
UCL Queen Square Institute of Neurology, University College London
Co-authored papers 1
Cassandra L Perry
Boston Children's Hospital.
Co-authored papers 1
Richard C Kiefer
Mayo Clinic Rochester Minnesota USA.
Co-authored papers 1
Enid Montague
University of Toronto
Co-authored papers 1
Joel M Guthridge
Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation
Co-authored papers 1
Terrie Kitchner
Center for Precision Medicine Research, Marshfield Clinic Research Institute
Co-authored papers 1
Charles J Moomaw
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Release 1.2