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Author Details

Suchi Saria
Johns Hopkins University
2010
51
23
PMIDPaper TitleJournal TitlePublished Year
36055772Research gaps and opportunities in precision nutrition: an NIH workshop report.Am J Clin Nutr2022
37744083A prospective birth cohort study of maternal prenatal cigarette smoking assessed by self-report and biomarkers on childhood risk of overweight or obesity.Precis Nutr2022
35585198Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.Nat Med2022
35584845Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.BMJ2022
35579328A bias evaluation checklist for predictive models and its pilot application for 30-day hospital readmission models.J Am Med Inform Assoc2022
36439024A Random Forest Genomic Classifier for Tumor Agnostic Prediction of Response to Anti-PD1 Immunotherapy.Cancer Inform2022
35864312Human-machine teaming is key to AI adoption: clinicians' experiences with a deployed machine learning system.NPJ Digit Med2022
35864251Factors driving provider adoption of the TREWS machine learning-based early warning system and its effects on sepsis treatment timing.Nat Med2022
35864252Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis.Nat Med2022
36090536Medicine 2032: The future of cardiovascular disease prevention with machine learning and digital health technology.Am J Prev Cardiol2022
33416883Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients.JAMA Netw Open2021
33796821Development and validation of high definition phenotype-based mortality prediction in critical care units.JAMIA Open2021
34703976Digital Endpoints: Definition, Benefits, and Current Barriers in Accelerating Development and Adoption.Digit Biomark2021
34104894Development and Validation of ARC, a Model for Anticipating Acute Respiratory Failure in Coronavirus Disease 2019 Patients.Crit Care Explor2021
34219671Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson's Disease?J Parkinsons Dis2021
34260843The Clinician and Dataset Shift in Artificial Intelligence.N Engl J Med2021
32479180Reporting and Implementing Interventions Involving Machine Learning and Artificial Intelligence.Ann Intern Med2020
31939780Too Many Definitions of Sepsis: Can Machine Learning Leverage the Electronic Health Record to Increase Accuracy and Bring Consensus?Crit Care Med2020
31742354From development to deployment: dataset shift, causality, and shift-stable models in health AI.Biostatistics2020
33375101Machine Learning-Based Automatic Classification of Video Recorded Neonatal Manipulations and Associated Physiological Parameters: A Feasibility Study.Children (Basel)2020
32908275Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist.Nat Med2020
32444562Deep Phenotyping of Parkinson's Disease.J Parkinsons Dis2020
32271185The Association Between Neighborhood Socioeconomic Disadvantage and Readmissions for Patients Hospitalized With Sepsis.Crit Care Med2020
31162207Comparison of Automated Activity Recognition to Provider Observations of Patient Mobility in the ICU.Crit Care Med2019
32477031An Individualized, Data-Driven Digital Approach for Precision Behavior Change.Am J Lifestyle Med2019
32175520Metadata Concepts for Advancing the Use of Digital Health Technologies in Clinical Research.Digit Biomark2019
32166234Comparison of Automated Sepsis Identification Methods and Electronic Health Record-based Sepsis Phenotyping: Improving Case Identification Accuracy by Accounting for Confounding Comorbid Conditions.Crit Care Explor2019
31427808Do no harm: a roadmap for responsible machine learning for health care.Nat Med2019
31537911Author Correction: Do no harm: a roadmap for responsible machine learning for health care.Nat Med2019
28841550Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction.IEEE Trans Pattern Anal Mach Intell2018
30397359Individualized sepsis treatment using reinforcement learning.Nat Med2018
30596635Better medicine through machine learning: What's real, and what's artificial?PLoS Med2018
29582075Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity: The Mobile Parkinson Disease Score.JAMA Neurol2018
29527311Development and validation of a prediction model for insulin-associated hypoglycemia in non-critically ill hospitalized adults.BMJ Open Diabetes Res Care2018
29720237Factors associated with physicians' prescriptions for rheumatoid arthritis drugs not filled by patients.Arthritis Res Ther2018
29744026An Evolutionary Computation Approach for Optimizing Multilevel Data to Predict Patient Outcomes.J Healthc Eng2018
28291092Measuring Patient Mobility in the ICU Using a Novel Noninvasive Sensor.Crit Care Med2017
26992676Correlation of preterm infant illness severity with placental histology.Placenta2016
29170766Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor.Med Image Comput Comput Assist Interv2016
27141516Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges.EGEMS (Wash DC)2016
25288489Dissecting an online intervention for cancer survivors: four exploratory analyses of internet engagement and its effects on health status and health behaviors.Health Educ Behav2015
26246167A targeted real-time early warning score (TREWScore) for septic shock.Sci Transl Med2015
26958288Learning a Severity Score for Sepsis: A Novel Approach based on Clinical Comparisons.AMIA Annu Symp Proc2015
26958157A Probabilistic Graphical Model for Individualizing Prognosis in Chronic, Complex Diseases.AMIA Annu Symp Proc2015
24657795Perinatal risk factors for severe injury in neonates treated with whole-body hypothermia for encephalopathy.Am J Obstet Gynecol2014
25006137Big data in health care: using analytics to identify and manage high-risk and high-cost patients.Health Aff (Millwood)2014
24223977Early detection of poor adherers to statins: applying individualized surveillance to pay for performance.PLoS One2013
24551396Developing predictive models using electronic medical records: challenges and pitfalls.AMIA Annu Symp Proc2013
243032533D Sensing Algorithms Towards Building an Intelligent Intensive Care Unit.AMIA Jt Summits Transl Sci Proc2013
20826840Integration of early physiological responses predicts later illness severity in preterm infants.Sci Transl Med2010
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Vincent X Liu
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Livia Faes
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Hadi Kharrazi
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Jenna Wiens
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Katherine Heller
Duke University
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Gary S Collins
University of Oxford
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Finale Doshi-Velez
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Release 1.2