Publications

• Clinical Decision Support to Reduce Hospital Length-of-Stay for Cancer Patients with Fever and Neutropenia.
  Appl Clin Inform Volume: 16 Page(s): 538 - 543
  05/01/2025 Authors: Yarahuan JK; Kandaswamy S; Ray E; Leroux R; Liang WH; Orenstein E; Stokes CL
• Pediatric Predictive Artificial Intelligence Implemented in Clinical Practice from 2010 to 2021: A Systematic Review.
  Appl Clin Inform Volume: 16 Page(s): 477 - 487
  05/01/2025 Authors: Kandaswamy S; Knake LA; Dziorny AC; Hernandez SM; McCoy AB; Hess LM; Orenstein E; White MS; Kirkendall ES; Molloy MJ
• Disparities in Pediatric Emergency Department Revisits Within 7 Days by Disease Process.
  Pediatr Emerg Care
  04/21/2025 Authors: Mehta SD; Rees CA; Kandaswamy S; Jergel A; Gillespie S; Shah J; Wallace M; Braykov N; Orenstein E; Simon HK
• Evaluation of Influenza Vaccine Clinical Decision Support Systems Bundle for Hospitalized Children.
  Hosp Pediatr Volume: 15 Page(s): 351 - 359
  04/01/2025 Authors: Kandaswamy S; Masterson E; Blanco R; Lantis P; Dawson TE; Ray E; Bryant C; Iyer S; Shane AL; Jernigan S
• Alert design in the real world: a cross-sectional analysis of interruptive alerting at 9 academic pediatric health systems.
  J Am Med Inform Assoc Volume: 32 Page(s): 682 - 688
  04/01/2025 Authors: Kandaswamy S; Yarahuan JKW; Dobler EA; Molloy MJ; Knake LA; Hernandez SM; Fallon AA; Hess LM; McCoy AB; Fortunov RM
• Incidence of Leading Causes of Pediatric Chronic Kidney Disease Using Electronic Health Record-Driven Computable Phenotype.
  Kidney360
  03/04/2025 Authors: Beus JM; Liu K; Westbrook A; Harding JL; Orenstein EW; Shin HS; Kandaswamy S; Wekon-Kemeni C; Pavkov ME; Xu F
• Reflections on interactive visualization of electronic health records: past, present, future.
  J Am Med Inform Assoc Volume: 31 Page(s): 2423 - 2428
  11/01/2024 Authors: Arleo A; Chen AT; Gotz D; Kandaswamy S; Bernard J
• Development and evaluation of trigger tools to identify pediatric blood management errors.
  Blood Transfus Volume: 22 Page(s): 484 - 491
  11/01/2024 Authors: Kandaswamy S; Josephson CD; Rollins MR; Jones J; Zerra P; Goel R; Andrews J; Hendrickson JE; Lieberman L; Orenstein EW
• Realizing the Full Potential of Clinical Decision Support: Translating Usability Testing into Routine Practice in Health Care Operations.
  Appl Clin Inform Volume: 15 Page(s): 1039 - 1048
  10/01/2024 Authors: Kandaswamy S; Williams H; Thompson SA; Dawson TE; Muthu N; Orenstein EW
• Implementing a clinical decision support tool to increase early peanut introduction guidance.
  J Allergy Clin Immunol Volume: 154 Page(s): 988 - 995.e5
  10/01/2024 Authors: Rowland AF; Nguyen TH; Cunha PP; Ezhuthachan I; Orenstein E; Kandaswamy S; Lee T
• A Discount Approach to Reducing Nursing Alert Burden.
  Appl Clin Inform Volume: 15 Page(s): 727 - 732
  08/01/2024 Authors: Thompson SA; Kandaswamy S; Orenstein E
• Avoiding Unintended Consequences of Pediatric Blood Order Set Updates through In Situ Usability Testing.
  Appl Clin Inform Volume: 15 Page(s): 763 - 770
  08/01/2024 Authors: Thompson SA; Williams H; Rzewnicki D; Orenstein E; Carter AB; Rollins M; Rogers B; Kandaswamy S
• Associations between Child Opportunity Index and Pediatric Cardiac Surgical Outcomes.
  J Pediatr Volume: 270 Page(s): 114000
  07/01/2024 Authors: Kolwaite AR; Edwards JA; Higgins M; Kandaswamy S; Orenstein E; Boughton D; Zinyandu T; Brasher S; Shashidharan S; Thompson LM
• Current Inpatient Screening Practices for Sexual History and STIs: An Opportunity to Seize.
  Clin Pediatr (Phila) Volume: 63 Page(s): 350 - 356
  03/01/2024 Authors: Mukherjee G; Zhang C; Kandaswamy S; Gooding H; Orenstein E
• Accurate Dosing Weight: When the 10% Really Matters.
  Stud Health Technol Inform Volume: 310 Page(s): 354 - 358
  01/25/2024 Authors: Kandaswamy S; Thompson S; Orenstein E
• Effectiveness of a Vendor Predictive Model for the Risk of Pediatric Asthma Exacerbation: A Difference-in-Differences Analysis.
  Appl Clin Inform Volume: 14 Page(s): 932 - 943
  10/01/2023 Authors: Murugan A; Kandaswamy S; Ray E; Gillespie S; Orenstein E
• User-Centered Design and Evaluation of Clinical Decision Support to Improve Early Peanut Introduction: Formative Study.
  JMIR Form Res Volume: 7 Page(s): e47574
  08/22/2023 Authors: Nguyen TH; Cunha PP; Rowland AF; Orenstein E; Lee T; Kandaswamy S
• Reducing Therapeutic Duplication in Inpatient Medication Orders.
  Appl Clin Inform Volume: 14 Page(s): 538 - 543
  05/01/2023 Authors: E Dawson T; Beus J; W Orenstein E; Umontuen U; McNeill D; Kandaswamy S
• The Effect of Implementation of Guideline Order Bundles Into a General Admission Order Set on Clinical Practice Guideline Adoption: Quasi-Experimental Study.
  JMIR Med Inform Volume: 11 Page(s): e42736
  03/21/2023 Authors: Mrosak J; Kandaswamy S; Stokes C; Roth D; Gorbatkin J; Dave I; Gillespie S; Orenstein E
• Integrating structured and unstructured data for timely prediction of bloodstream infection among children.
  Pediatr Res Volume: 93 Page(s): 969 - 975
  03/01/2023 Authors: Tabaie A; Orenstein EW; Kandaswamy S; Kamaleswaran R
• Pharmacist Metrics in the Pediatric Intensive Care Unit: an Exploration of the Medication Regimen Complexity-Intensive Care Unit (MRC-ICU) Score.
  J Pediatr Pharmacol Ther Volume: 28 Page(s): 728 - 734
  01/01/2023 Authors: Kandaswamy S; Dawson TE; Moore WH; Howell K; Beus J; Adu O; Sikora A
• Quasi-experimental, Nonrandomized Initiative to Minimize Sleep Disruptions among Hospitalized Children.
  Pediatr Qual Saf Volume: 8 Page(s): e666
  01/01/2023 Authors: Glover B; Bederman L; Orenstein E; Kandaswamy S; Cooley A; Bryant C; Thompson S; Thomas S; Graham S; Yamasaki S
• Influence of user-centered clinical decision support on pediatric blood product ordering errors.
  Blood Transfus Volume: 21 Page(s): 3 - 12
  01/01/2023 Authors: Orenstein EW; Rollins M; Jones J; Kandaswamy S; Boudreaux J; Carter AB; Josephson CD
• Development and Evaluation of Trigger Tool to Identify Over Transfusion
  Volume: 62 Page(s): 26A - 27A
  09/01/2022 Authors: Kandaswamy S; Rollins MR; Jones J; Iyer S; Josephson CD; Orenstein EW
• Free-Text Computerized Provider Order Entry Orders Used as Workaround for Communicating Medication Information.
  J Patient Saf Volume: 18 Page(s): 430 - 434
  08/01/2022 Authors: Kandaswamy S; Grimes J; Hoffman D; Marquard J; Ratwani RM; Hettinger AZ
• Barriers to Seasonal Influenza Vaccine Uptake in a Pediatric Inpatient Healthcare Setting After Implementation of Clinical Decision Support.
  Stud Health Technol Inform Volume: 290 Page(s): 452 - 456
  06/06/2022 Authors: Kandaswamy S; Masterson E; Blanco R; Shah P; Lantis P; Iyer S; Shane A; Jernigan S; Orenstein E
• Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts.
  Appl Clin Inform Volume: 13 Page(s): 560 - 568
  05/01/2022 Authors: Chaparro JD; Beus JM; Dziorny AC; Hagedorn PA; Hernandez S; Kandaswamy S; Kirkendall ES; McCoy AB; Muthu N; Orenstein EW
• Automated Identification of Immunocompromised Status in Critically Ill Children.
  Methods Inf Med Volume: 61 Page(s): 46 - 54
  05/01/2022 Authors: Kandaswamy S; Orenstein EW; Quincer E; Fernandez AJ; Gonzalez MD; Lu L; Kamaleswaran R; Banerjee I; Jaggi P
• User-centered design of central venous access device documentation.
  JAMIA Open Volume: 5 Page(s): ooac011
  04/01/2022 Authors: Kandaswamy S; Gill A; Wood S; Mckay L; Hike J; Popkin M; Ray E; Maude H; Johnston C; White T
• Missed Opportunities for Sexual History Documentation and Sexually Transmitted Infection Testing in the Pediatric Emergency Department.
  J Adolesc Health Volume: 70 Page(s): 429 - 434
  03/01/2022 Authors: Robertson C; Thomas A; Koyama A; Middlebrooks L; Kandaswamy S; Orenstein E; Gooding H
• A method to advance adolescent sexual health research: Automated algorithm finds sexual history documentation.
  Front Digit Health Volume: 4 Page(s): 836733
  01/01/2022 Authors: Robertson C; Mukherjee G; Gooding H; Kandaswamy S; Orenstein E
• Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics.
  J Am Med Inform Assoc Volume: 28 Page(s): 2654 - 2660
  11/25/2021 Authors: Orenstein EW; Kandaswamy S; Muthu N; Chaparro JD; Hagedorn PA; Dziorny AC; Moses A; Hernandez S; Khan A; Huth HB
• The influence of integrating clinical practice guideline order bundles into a general admission order set on guideline adoption.
  JAMIA Open Volume: 4 Page(s): ooab087
  10/01/2021 Authors: Mrosak J; Kandaswamy S; Stokes C; Roth D; Dave I; Gillespie S; Orenstein E
• Prioritizing Pediatric Patient Blood Management Errors For Automated Surveillance: A Modified Delphi Study
  Volume: 61 Page(s): 158A - 158A
  09/01/2021 Authors: Kandaswamy S; Orenstein EW; Rollins MR; Jones J; Zerra PE; Goel R; Andrews J; Hendrickson J; Lani L; Josephson CD
• Evaluation of a Clinical Decision Support Strategy to Increase Seasonal Influenza Vaccination Among Hospitalized Children Before Inpatient Discharge.
  JAMA Netw Open Volume: 4 Page(s): e2117809
  07/01/2021 Authors: Orenstein EW; ElSayed-Ali O; Kandaswamy S; Masterson E; Blanco R; Shah P; Lantis P; Kolwaite A; Dawson TE; Ray E
• Clinician Perceptions on the Use of Free-Text Communication Orders.
  Appl Clin Inform Volume: 12 Page(s): 484 - 494
  05/01/2021 Authors: Kandaswamy S; Pruitt Z; Kazi S; Marquard J; Owens S; Hoffman DJ; Ratwani RM; Hettinger AZ
• Predicting presumed serious infection among hospitalized children on central venous lines with machine learning.
  Comput Biol Med Volume: 132 Page(s): 104289
  05/01/2021 Authors: Tabaie A; Orenstein EW; Nemati S; Basu RK; Kandaswamy S; Clifford GD; Kamaleswaran R
• A Clinical Decision Support Intervention to Improve Inpatient Pediatric Influenza Vaccination
  Volume: 41 Page(s): S92 - S93
  10/01/2020 Authors: Elsayed-Ali O; Kandaswamy S; Shane A; Jernigan S; Lantis P; Masterson E; Shah P; Blanco R; Iyer S; Orenstein E
• A Bundled Approach to Reduce Delayed Testing and Hospital-Acquired Cases of Clostridioides difficile Infection
  Volume: 41 Page(s): S92 - S93
  10/01/2020 Authors: Elsayed-Ali O; Kandaswamy S; Shane A; Jernigan S; Lantis P; Masterson E; Shah P; Blanco R; Iyer S; Orenstein E
• User Centered Design of Blood Orders in the Electronic Health Record to Reduce Risk of over Transfusion in a Pediatric Healthcare System
  Volume: 60 Page(s): 166A - 166A
  09/01/2020 Authors: Kandaswamy S; Jones J; Orenstein EW
• Communication through the electronic health record: frequency and implications of free text orders.
  JAMIA Open Volume: 3 Page(s): 154 - 159
  07/01/2020 Authors: Kandaswamy S; Hettinger AZ; Hoffman DJ; Ratwani RM; Marquard J
• Electronic Progress Note Reading Patterns: An Eye Tracking Analysis.
  Stud Health Technol Inform Volume: 264 Page(s): 1684 - 1685
  08/21/2019 Authors: Hultman GM; Marquard JL; Kandaswamy S; Lindemann EA; Pakhomov S; Melton GB
• The Radiologist's Gaze: Mapping Three-Dimensional Visual Search in Computed Tomography of the Abdomen and Pelvis.
  J Digit Imaging Volume: 32 Page(s): 234 - 240
  04/01/2019 Authors: Kelahan LC; Fong A; Blumenthal J; Kandaswamy S; Ratwani RM; Filice RW
• Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation.
  J Am Med Inform Assoc Volume: 26 Page(s): 314 - 323
  04/01/2019 Authors: Wu DTY; Chen AT; Manning JD; Levy-Fix G; Backonja U; Borland D; Caban JJ; Dowding DW; Hochheiser H; Kagan V
• Designing a wrist-worn sensor to improve medication adherence: accommodating diverse user behaviors and technology preferences.
  JAMIA Open Volume: 1 Page(s): 153 - 158
  10/01/2018 Authors: Marquard JL; Saver B; Kandaswamy S; Martinez VI; Simoni JM; Stekler JD; Ganesan D; Scanlan J