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List of works by Leo Anthony Celi

"Big data" in the intensive care unit. Closing the data loop

scientific article published on June 2013

"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets

scientific article published on 19 June 2020

A "datathon" model to support cross-disciplinary collaboration

scientific article

A Comparative Analysis of Sepsis Identification Methods in an Electronic Database

scientific article

A Database-driven Decision Support System: Customized Mortality Prediction ⬇️

scientific article published on September 27, 2012

A data-driven approach to optimized medication dosing: a focus on heparin

scientific article

A hackathon promoting Taiwanese health-IoT innovation

scientific article published in September 2018

AI Ethics Is Not a Panacea

scientific article published on 01 November 2020

Accelerating ophthalmic artificial intelligence research: the role of an open access data repository

scientific article published on 27 July 2020

Access to Palliative Care for Patients Undergoing Mechanical Ventilation With Idiopathic Pulmonary Fibrosis in the United States

scientific article published on January 2017

Accessing the public MIMIC-II intensive care relational database for clinical research ⬇️

scientific article published on January 10, 2013

Acute Respiratory Distress Syndrome in Pregnant Women

scientific article

Admission Peripheral Edema, Central Venous Pressure, and Survival in Critically Ill Patients

scientific article published on 11 March 2016

Alcohol-related injuries requiring surgery

scientific article published on May 10, 2013

An Evaluation of the Influence of Body Mass Index on Severity Scoring

scientific article published on 01 February 2019

An artificial intelligence tool to predict fluid requirement in the intensive care unit: a proof-of-concept study

scientific article published on December 2008

An awakening in medicine: the partnership of humanity and intelligent machines

scientific article published on 26 September 2019

Applying machine learning to continuously monitored physiological data

scientific article published on 11 November 2018

Assessing team effectiveness and affective learning in a datathon

scientific article published on 11 January 2018

Assessment of Intensive Care Unit Laboratory Values That Differ From Reference Ranges and Association With Patient Mortality and Length of Stay

Association between chronic exposure to air pollution and mortality in the acute respiratory distress syndrome

scientific article published on 12 February 2017

Association of Chloride Ion and Sodium-Chloride Difference With Acute Kidney Injury and Mortality in Critically Ill Patients

scientific article published on 24 November 2020

Association of Household Income Level and In-Hospital Mortality in Patients With Sepsis: A Nationwide Retrospective Cohort Analysis

scientific article published on January 2017

Association of hypermagnesemia and blood pressure in the critically ill.

scientific article published in November 2013

Association of hypokalemia with an increased risk for medically treated arrhythmias

scientific article published on 17 June 2019

Author Correction: The reproducibility crisis in the age of digital medicine

scientific article published on 19 March 2019

Authors' Response to the Intensive Care Unit Discharge Delay and In-Hospital Mortality

scientific article published on 11 December 2018

Behind the scenes: A medical natural language processing project

scientific article published on 9 December 2017

Beyond open big data: addressing unreliable research

scientific article

Big data and machine learning in critical care: Opportunities for collaborative research

scientific article published on 02 August 2018

Big data in global health: improving health in low- and middle-income countries

scientific article

Big data in healthcare: are we close to it?

scientific article

Boosting Clinical Decision-making: Machine Learning for Intensive Care Unit Discharge

scientific article published in July 2018

Bridging the Health Data Divide.

scientific article

COVID-19: Putting the GDPR to the test

scientific article published on 22 May 2020

Challenges and Opportunities in Secondary Analyses of Electronic Health Record Data

ChatGPT passing USMLE shines a spotlight on the flaws of medical education

scientific article published in 2023

Clinical Note Creation, Binning, and Artificial Intelligence

scientific article published on 03 August 2017

Collaboration, capacity building and co-creation as a new mantra in global health

scientific article

Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System

scientific article

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

scientific article published on 15 February 2018

Conversation prior to resuscitation: The new CPR.

scientific article published on 28 December 2015

Correction: How Can Artificial Intelligence Make Medicine More Preemptive?

scientific article published on 26 August 2020

Counterintuitive results from observational data: a case study and discussion

Critical Care, Critical Data.

scientific article

Crowdsourcing knowledge discovery and innovations in medicine

scientific article

Customized Prediction of Short Length of Stay Following Elective Cardiac Surgery in Elderly Patients Using a Genetic Algorithm

scientific article published on September 2013

Data science to analyse the largest natural experiment of our time

scientific article published on 01 August 2020

Data sharing in the era of COVID-19

scientific article published on 28 April 2020

Data-driven curation process for describing the blood glucose management in the intensive care unit

scientific article

Datathons and Software to Promote Reproducible Research

scientific article

Deep learning for risk assessment: all about automatic feature extraction

scientific article published on 06 December 2019

Developing well-calibrated illness severity scores for decision support in the critically ill

scientific article published on 15 August 2019

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

scientific article published on 19 February 2021

Differential effects of acute hypoxia and high altitude on cerebral blood flow velocity and dynamic cerebral autoregulation: alterations with hyperoxia

article published in 2008

Disparities in End-of-Life Care: A Perspective and Review of Quality ⬇️

scientific article published on February 13, 2013

Disrupting Electronic Health Records Systems: The Next Generation

scientific article published on 23 October 2015

Do Hyponatremia or Its Underlying Mechanisms Associate With Mortality Risk in Observational Data?

scientific article published on 29 January 2020

Dynamic Data During Hypotensive Episode Improves Mortality Predictions Among Patients With Sepsis and Hypotension* ⬇️

scientific article published on April 1, 2013

Dynamic cerebral autoregulation and baroreflex sensitivity during modest and severe step changes in arterial PCO2.

scientific article published on 22 July 2008

Dynamic clinical data mining: search engine-based decision support

scientific article

Early intervention with erythropoietin does not affect the outcome of acute kidney injury (the EARLYARF trial).

scientific article published on 17 February 2010

Effect of Boarding on Mortality in ICUs

scientific article published on 15 December 2017

Effect of Protocolized Sedation on Clinical Outcomes in Mechanically Ventilated Intensive Care Unit Patients: A Systematic Review and Meta-analysis of Randomized Controlled Trials.

scientific article published on 09 April 2015

Elderly access to medical care: should age be a factor in deciding management?

scientific article published on 30 November 2007

Enabling Machine Learning in Critical Care

scholarly article published 2017

Engineering control into medicine

scientific article

Ensuring machine learning for healthcare works for all

scientific article published on 01 November 2020

Evaluation of County-Level Heterogeneity in Excess Mortality in Colorado from March to September 2020

scientific article

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

scientific article published in 2022

Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation ⬇️

scholarly article by Aaron Sonabend et al published November 2020 in Advances in Neural Information Processing Systems 33

Exploiting temporal relationships in the prediction of mortality

scientific article published on 12 March 2020

Feature selection and prediction of treatment failure in tuberculosis

scientific article published in PLoS ONE

First Brazilian datathon in critical care.

scientific article published in March 2018

Foreword

scientific article published on 23 February 2018

From Big Data to Artificial Intelligence: Harnessing Data Routinely Collected in the Process of Care

scientific article published in February 2018

From Pharmacovigilance to Clinical Care Optimization

scientific article

Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology

scientific article published on 5 August 2015

Global healthcare fairness: We should be sharing more, not less, data

scientific article published in 2022

Guidelines for reinforcement learning in healthcare

scientific article published in January 2019

Hacking Hackathons: Preparing the next generation for the multidisciplinary world of healthcare technology

scientific article published on 3 January 2018

Healer, heal thyself: health care workers and the influenza vaccination

scientific article published on February 2008

How Can Artificial Intelligence Make Medicine More Preemptive?

scientific article published on 11 August 2020

How can nurses' flu vaccination rates be boosted?

scientific article published on May 2009

Human cerebral arteriovenous vasoactive exchange during alterations in arterial blood gases

scientific article published on 10 July 2008

Human cerebrovascular and ventilatory CO2 reactivity to end-tidal, arterial and internal jugular vein PCO2

Hyperdynamic left ventricular ejection fraction in the intensive care unit

scientific article published on 7 August 2015

ICU admission characteristics and mortality rates among elderly and very elderly patients

scientific article published on 14 July 2012

Impact of Intensive Care Unit Discharge Delays on Patient Outcomes: A Retrospective Cohort Study

Impact of Intensive Care Unit Discharge Delays on Patient Outcomes: A Retrospective Cohort Study

Impact of hospital case-volume on subarachnoid hemorrhage outcomes: A nationwide analysis adjusting for hemorrhage severity

scientific article published on 14 September 2016

Improved Survival of Cancer Patients Admitted to the Intensive Care Unit between 2002 and 2011 at a U.S. Teaching Hospital

scientific article published on 10 October 2018

In Reply

Incidence and risk model development for severe tachypnea following terminal extubation

scientific article published on 28 April 2020

Increased incidence of diuretic use in critically ill obese patients

scientific article

Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems

scientific article published on 06 April 2019

Interrogating a clinical database to study treatment of hypotension in the critically ill ⬇️

scientific article published on June 8, 2012

Leveraging a critical care database: selective serotonin reuptake inhibitor use prior to ICU admission is associated with increased hospital mortality

scientific article

Long-Term Outcome of Long Stay ICU and HDU Patients in a New Zealand Hospital ⬇️

scientific article published on March 1, 2008

Lower 90-day Hospital Readmission Rates for Esophageal Variceal Bleeding After TIPS: A Nationwide Linked Analysis

scientific article published on 01 January 2020

Lower household income is associated with an increased risk of hospital readmission in patients with decompensated cirrhosis

scientific article published on 20 June 2020

MIMIC-III, a freely accessible critical care database

scientific article (publication date: 24 May 2016)

MIMIC-IV, a freely accessible electronic health record dataset

scientific article published in 2023

Machine Learning for Pulmonary and Critical Care Medicine: A Narrative Review

scientific article published on 05 February 2020

Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients

scientific article published on 29 November 2019

Making big data useful for health care: a summary of the inaugural MIT critical data conference

scientific article

Management of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit: A Secondary Analysis of Electronic Health Record Data

scientific article

Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts

scientific article published on 05 October 2018

Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference

scientific article

Mobile Care (Moca) for Remote Diagnosis and Screening ⬇️

scientific article published on January 1, 2009

Model for End-Stage Liver Disease score predicts mortality in critically ill cirrhotic patients

scientific article published on 28 May 2014

Mortality prediction models, causal effects, and end-of-life decision making in the intensive care unit

scientific article published on 01 October 2020

Normalization of mechanical power to anthropometric indices: impact on its association with mortality in critically ill patients

scientific article published on 08 October 2019

Nurses share their views on end-of-life issues

scientific article published on 01 May 2010

Obesity, Acute Kidney Injury, and Mortality in Critical Illness

scientific article

One-year mortality after recovery from critical illness: A retrospective cohort study.

scientific article published on 11 May 2018

Optimal data systems: the future of clinical predictions and decision support

scientific article

Outcomes of Ventilated Patients With Sepsis Who Undergo Interhospital Transfer: A Nationwide Linked Analysis.

scientific article published on 24 October 2017

Outcomes of in-hospital cardiopulmonary resuscitation for patients with end-stage liver disease

scientific article published on 26 March 2019

Palliative care access for hospitalized patients with end-stage liver disease across the United States

scientific article published on 26 September 2017

Palliative medicine and hospital readmissions in end-stage liver disease

scientific article published on 13 February 2019

Patient Harm During COVID-19 Pandemic: Using a Human Factors Lens to Promote Patient and Workforce Safety

scientific article published on 02 December 2020

Patient with a leg ulcer

scientific article published on 01 September 2003

Patterns of Palliative Care Referral in Patients Admitted With Heart Failure Requiring Mechanical Ventilation

scientific article

Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness

scientific article published on 19 January 2016

Pharmacovigilance: An Active Surveillance System to Proactively Identify Risks for Adverse Events ⬇️

scientific article published on March 26, 2013

Physician satisfaction with a multi-platform digital scheduling system

scientific article

Post-extrasystolic characteristics in the arterial blood pressure waveform are associated with right ventricular dysfunction in intensive care patients

scientific article published on 08 November 2018

Potential Adverse Effects of Broad-Spectrum Antimicrobial Exposure in the Intensive Care Unit

scientific article published on 19 December 2017

Predicting ICU admissions from attempted suicide presentations at an Emergency Department in Central Queensland

scientific article

Predicting In-Hospital Mortality of ICU Patients: The PhysioNet/Computing in Cardiology Challenge 2012.

scientific article published on January 2012

Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing

scientific article published on 03 March 2020

Preparing a New Generation of Clinicians for the Era of Big Data

scholarly article published January 2015

Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon

scientific article published on 14 November 2017

Proton Pump Inhibitors Are Not Associated With Acute Kidney Injury in Critical Illness

scientific article published on 5 August 2016

Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients

scientific article published on 16 March 2015

Proton-pump inhibitor use is associated with low serum magnesium concentrations ⬇️

scientific article published on January 16, 2013

Quantifying the Mortality Impact of Do-Not-Resuscitate Orders in the ICU.

scientific article

Racial and Geographic Disparities in Interhospital ICU Transfers

scientific article published on 24 October 2017

Real-world characterization of blood glucose control and insulin use in the intensive care unit

scientific article published on 01 July 2020

Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph

scientific article published on 15 February 2021

Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients ⬇️

scientific article published on May 18, 2012

Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review

scientific article published on 20 July 2020

Reply to: HEP-17-1544.

scientific article published on 18 September 2017

Response

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness

scientific article published on 10 June 2017

Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing

scientific article published on 02 April 2020

S2DIA: A Diagnostic System for Diabetes mellitus using SANA platform ⬇️

scientific article published on January 1, 2012

Sana: democratizing access to quality healthcare using an open mhealth architecture

scientific article published on 16 June 2012

Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform

scientific article

Scores to Predict Long-term Mortality in Patients with Severe Pneumonia Still Lacking

scientific article published on 08 August 2020

Severity of Acute Kidney Injury and Two-Year Outcomes in Critically Ill Patients ⬇️

scientific article published on September 1, 2013

Severity of Illness Scores May Misclassify Critically Ill Obese Patients

scientific article published on 30 November 2017

Sodium modelling to reduce intradialytic hypotension during haemodialysis for acute kidney injury in the intensive care unit

scientific article published on 21 November 2015

Soluble intercellular adhesion molecule-1: a potential biomarker for pain intensity in chronic pain patients

scientific article published on 16 February 2017

Spontaneous hemothorax in a patient with neurofibromatosis type 1 and undiagnosed pheochromocytoma

scientific article

Starting the path of Digital Transformation in Health Innovation in Digital Health: Conference proceeding

scientific article published on 09 June 2020

State of the art review: the data revolution in critical care

scientific article

Sustained low-efficiency dialysis with filtration (SLEDD-f) in the management of acute sodium valproate intoxication

scientific article published in April 2008

Tackling Regional Public Health Issues Using Mobile Health Technology: Event Report of an mHealth Hackathon in Thailand

scientific article published on 16 October 2017

Taking Off with AI: Lessons from Aviation for Healthcare

scientific article published on 29 October 2023

Tele-ICU Increases Interhospital Transfers: Does Big Brother Know Better?

scientific article published in August 2017

Temporal Trends in Critical Care Outcomes in U.S. Minority-Serving Hospitals

scientific article published on 01 March 2020

The "inconvenient truth" about AI in healthcare

scientific article published on 16 August 2019

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care

scientific article published on 22 October 2018

The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness

scientific article published on 14 April 2014

The Association Between Indwelling Arterial Catheters and Mortality in Hemodynamically Stable Patients With Respiratory Failure: A Propensity Score Analysis

scientific article

The Effect of ARDS on Survival: Do Patients Die From ARDS or With ARDS?

scientific article published in January 2017

The Health and Safety in Employment Act and the influenza vaccination of healthcare workers

scientific article published on 2 March 2007

The Impact of Chronic Ozone and Particulate Air Pollution on Mortality in Patients With Sepsis Across the United States

article

The MIMIC Code Repository: enabling reproducibility in critical care research

scientific article published on 27 September 2017

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

scientific article published in PLoS ONE

The advent of medical artificial intelligence: lessons from the Japanese approach

scientific article published on 18 May 2020

The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study

The association between sodium fluctuations and mortality in surgical patients requiring intensive care

scientific article published on 13 February 2017

The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study

scientific article

The authors reply

scientific article published in July 2018

The authors reply

scientific article published in October 2018

The authors reply

The authors reply

The challenge of local consent requirements for global critical care databases

scientific article published on 19 June 2018

The clinical artificial intelligence department: a prerequisite for success

scientific article published on 01 July 2020

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

scientific article published on 11 September 2018

The effect of age and clinical circumstances on the outcome of red blood cell transfusion in critically ill patients

scientific article

The hackathon model to spur innovation around global mHealth

scientific article published on 10 August 2016

The minimal effect of zinc on the survival of hospitalized patients with Covid-19: an observational study

scientific article published on 22 July 2020

The myth of generalisability in clinical research and machine learning in health care

scientific article published on 24 August 2020

The organizational structure of an intensive care unit influences treatment of hypotension among critically ill patients: A retrospective cohort study

scientific article published on 24 February 2016

The reproducibility crisis in the age of digital medicine

scientific article published on 29 January 2019

The weekend effect for stroke patients admitted to intensive care: A retrospective cohort analysis

scientific article published on 10 June 2020

Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer: How Long Is Long Enough?

scientific article

Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database

Treatment in Disproportionately Minority Hospitals Is Associated With Increased Risk of Mortality in Sepsis: A National Analysis

scientific article published on 28 April 2020

Trends in severity of illness on ICU admission and mortality among the elderly

scientific article

Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database.

scientific article published on 5 October 2016

Unsupervised learning for county-level typological classification for COVID-19 research

scientific article published on 30 August 2020

Urban Intelligence for Pandemic Response: Viewpoint

scientific article published on 05 April 2020

Use of Do-Not-Resuscitate Orders for Critically Ill Patients with ESKD

scientific article published on 27 August 2020

Use of Palliative Care in Patients With End-Stage COPD and Receiving Home Oxygen: National Trends and Barriers to Care in the United States

scientific article published on 4 July 2016

Vasopressin Administration Is Associated With Rising Serum Lactate Levels in Patients With Sepsis

scientific article published on 21 August 2018

What do medical students actually need to know about artificial intelligence?

scientific article published on 19 June 2020

Will Artificial Intelligence Contribute to Overuse in Healthcare?

scientific article published in May 2017

Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients

scientific article published on 14 February 2019

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