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An operational guide to translational clinical machine learning in academic medical centers

NPJ digital medicine, 2024-05, Vol.7 (1), p.129-7, Article 129

2024

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Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?

Frontiers in big data, 2022-07, Vol.5, p.833196-833196

2022

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Assessing the Generalizability of a Clinical Machine Learning Model Across Multiple Emergency Departments

Mayo Clinic proceedings. Innovations, quality & outcomes, 2022-06, Vol.6 (3), p.193-199

2022

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A lesson in implementation: A pre-post study of providers’ experience with artificial intelligence-based clinical decision support

International journal of medical informatics (Shannon, Ireland), 2020-05, Vol.137, p.104072-104072, Article 104072

2020

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Retrospective validation study of a machine learning-based software for empirical and organism-targeted antibiotic therapy selection

Antimicrobial agents and chemotherapy, 2024-08

2024

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Using nursing notes to improve clinical outcome prediction in intensive care patients: A retrospective cohort study

Journal of the American Medical Informatics Association : JAMIA, 2021-08, Vol.28 (8), p.1660-1666

2021

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Implementation of Artificial Intelligence-Based Clinical Decision Support to Reduce Hospital Readmissions at a Regional Hospital

Applied clinical informatics, 2020-08, Vol.11 (4), p.570-577

2020

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Practical development and operationalization of a 12-hour hospital census prediction algorithm

Journal of the American Medical Informatics Association : JAMIA, 2021-09, Vol.28 (9), p.1977-1981

2021

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The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours

JAMIA open, 2019-12, Vol.2 (4), p.465-470

2019

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The Component Structure of the Dizziness Handicap Inventory (DHI): A Reappraisal

Otology & neurotology, 2019-10, Vol.40 (9), p.1217-1223

2019

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Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study

BMJ (Online), 2021-05, p.n1334

2021

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What's in a name? A comparison of attitudes towards artificial intelligence

BMC medical informatics and decision making, 2020-07, Vol.20 (1)

2020

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Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model

Decision analysis, 2022-12, Vol.19 (4), p.265-296

2022

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Prediction and Inference With Missing Data in Patient Alert Systems

Journal of the American Statistical Association, 2020-01, Vol.115 (529), p.32-46

2020

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The right parasternal window: when Doppler-beam alignment may be life-saving in patients with aortic valve stenosis

Journal of cardiovascular medicine (Hagerstown, Md.), 2020-10, Vol.21 (10), p.831-834

2020

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Notice to comply: A systematic review of clinician compliance with guidelines surrounding acute hospital-based infection management

American journal of infection control, 2020-08, Vol.48 (8), p.940-947

2020

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Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing

2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), 2023, p.185-191

2023

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DeepABM: Scalable and Efficient Agent-Based Simulations Via Geometric Learning Frameworks - a Case Study For Covid-19 Spread and Interventions

2021 Winter Simulation Conference (WSC), 2021, p.1-12

2021

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AI model for predicting adult cochlear implant candidacy using routine behavioral audiometry

American journal of otolaryngology, 2024-07, Vol.45 (4), p.104337, Article 104337

2024

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I-MOVE: Inpatient Pre-Discharge Mobility Score As a Predictor of Post-Discharge Mortality

Journal of clinical outcomes management, 2016-07, Vol.23 (7), p.303

Romero-Brufau, Santiago

2016

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Transient Neonatal Zinc Deficiency Due to a New Autosomal Dominant Mutation in Gene SLC 30A2 (ZnT‐2)

Pediatric dermatology, 2014-03, Vol.31 (2), p.251-252

2014

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Acknowledgement to Reviewers of Informatics in 2018

Informatics (Basel), 2019-01, Vol.6 (1), p.3

Informatics Editorial Office

2019

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Clinical Decision Making: A Framework for Predicting Rx Response

2014 IEEE International Conference on Data Mining Workshop, 2014, p.1185-1188

2014

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An operational guide to translational clinical machine learning in academic medical centers

Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?

Assessing the Generalizability of a Clinical Machine Learning Model Across Multiple Emergency Departments

A lesson in implementation: A pre-post study of providers’ experience with artificial intelligence-based clinical decision support

Retrospective validation study of a machine learning-based software for empirical and organism-targeted antibiotic therapy selection

Using nursing notes to improve clinical outcome prediction in intensive care patients: A retrospective cohort study

Implementation of Artificial Intelligence-Based Clinical Decision Support to Reduce Hospital Readmissions at a Regional Hospital

Practical development and operationalization of a 12-hour hospital census prediction algorithm

The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours

The Component Structure of the Dizziness Handicap Inventory (DHI): A Reappraisal

Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study

What's in a name? A comparison of attitudes towards artificial intelligence

Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model

Prediction and Inference With Missing Data in Patient Alert Systems

The right parasternal window: when Doppler-beam alignment may be life-saving in patients with aortic valve stenosis

Notice to comply: A systematic review of clinician compliance with guidelines surrounding acute hospital-based infection management

Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing

DeepABM: Scalable and Efficient Agent-Based Simulations Via Geometric Learning Frameworks - a Case Study For Covid-19 Spread and Interventions

AI model for predicting adult cochlear implant candidacy using routine behavioral audiometry

I-MOVE: Inpatient Pre-Discharge Mobility Score As a Predictor of Post-Discharge Mortality

Transient Neonatal Zinc Deficiency Due to a New Autosomal Dominant Mutation in Gene SLC 30A2 (ZnT‐2)

Acknowledgement to Reviewers of Informatics in 2018

Clinical Decision Making: A Framework for Predicting Rx Response

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