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1

The “inconvenient truth” about AI in healthcare

Panch, Trishan, Mattie, Heather, Celi, Leo Anthony

Journal:

npj Digital Medicine

Year:

2019

Language:

english

File:

PDF, 388 KB

english, 2019

2

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

Komorowski, Matthieu, Celi, Leo A., Badawi, Omar, Gordon, Anthony C., Faisal, A. Aldo

Journal:

Nature Medicine

Year:

2018

Language:

english

File:

PDF, 4.42 MB

english, 2018

3

Guidelines for reinforcement learning in healthcare

Gottesman, Omer, Johansson, Fredrik, Komorowski, Matthieu, Faisal, Aldo, Sontag, David, Doshi-Velez, Finale, Celi, Leo Anthony

Journal:

Nature Medicine

Year:

2019

Language:

english

File:

PDF, 884 KB

english, 2019

4

An embedded ethics approach for AI development

McLennan, Stuart, Fiske, Amelia, Celi, Leo Anthony, MÃ¼ller, Ruth, Harder, Jan, Ritt, Konstantin, Haddadin, Sami, Buyx, Alena

Journal:

Nature Machine Intelligence

Year:

2020

File:

PDF, 779 KB

2020

5

The hackathon model to spur innovation around global mHealth

Angelidis, Pantelis, Berman, Leslie, Casas-Perez, Maria de la Luz, Celi, Leo Anthony, Dafoulas, George E., Dagan, Alon, Escobar, Braiam, Lopez, Diego M., Noguez, Julieta, Osorio-Valencia, Juan Sebasti

Journal:

Journal of Medical Engineering & Technology

Year:

2016

Language:

english

File:

PDF, 1.28 MB

english, 2016

6

MIMIC-III, a freely accessible critical care database

Johnson, Alistair E.W., Pollard, Tom J., Shen, Lu, Lehman, Li-wei H., Feng, Mengling, Ghassemi, Mohammad, Moody, Benjamin, Szolovits, Peter, Anthony Celi, Leo, Mark, Roger G.

Journal:

Scientific Data

Year:

2016

Language:

english

File:

PDF, 313 KB

english, 2016

7

A hackathon promoting Taiwanese health-IoT innovation

Iqbal, Usman, Dagan, Alon, Syed-Abdul, Shabbir, Celi, Leo Anthony, Hsu, Min-Huei, Li, Yu-Chuan Jack

Journal:

Computer Methods and Programs in Biomedicine

Year:

2018

Language:

english

File:

PDF, 1.14 MB

english, 2018

8

A Comparative Analysis of Sepsis Identification Methods in an Electronic Database

Johnson, Alistair E. W., Aboab, Jerome, Raffa, Jesse D., Pollard, Tom J., Deliberato, Rodrigo O., Celi, Leo A., Stone, David J.

Journal:

Critical Care Medicine

Year:

2018

Language:

english

File:

PDF, 176 KB

english, 2018

9

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

Lyndon, Mataroria P., Cassidy, Michael P., Celi, Leo Anthony, Hendrik, Luk, Kim, Yoon Jeon, Gomez, Nicholas, Baum, Nathaniel, Bulgarelli, Lucas, Paik, Kenneth E., Dagan, Alon

Journal:

International Journal of Medical Informatics

Year:

2018

Language:

english

File:

PDF, 454 KB

english, 2018

10

A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury

Celi, Leo, Tang, Robin, Villarroel, Mauricio, Davidzon, Guido, Lester, William, Chueh, Henry

Journal:

Journal of Healthcare Engineering

Year:

2011

Language:

english

File:

PDF, 1.87 MB

english, 2011

11

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

Celi, Leo Anthony, Fine, Benjamin, Stone, David J

Journal:

The Lancet Digital Health

Year:

2019

Language:

english

File:

PDF, 44 KB

english, 2019

12

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

Moses, Christopher, Celi, Leo A., Marshall, John

Journal:

Population Health Management

Year:

2013

Language:

english

File:

PDF, 60 KB

english, 2013

13

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

Danziger, John, William, Jeffrey H, Scott, Daniel J, Lee, Joon, Lehman, Li-wei, Mark, Roger G, Howell, Michael D, Celi, Leo A, Mukamal, Kenneth J

Journal:

Kidney International

Year:

2013

Language:

english

File:

PDF, 136 KB

english, 2013

14

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

Leo Anthony Celi,L Christian Hinske,Gil Alterovitz,Peter Szolovits

Journal:

Critical Care (BioMed Central)

Year:

2008

Language:

english

File:

PDF, 424 KB

english, 2008

15

[IEEE 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Taipei, Taiwan (2011.06.27-2011.06.30)] 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) - Predicting laboratory testing in intensive care using fuzzy and neural modeling

Cismondi, Federico, Fialho, Andre S., Vieira, Susana M., Sousa, Joao M. C., Reti, Shane R., Celi, Leo A., Howell, Michael D., Finkelstein, Stan N.

Year:

2011

Language:

english

File:

PDF, 396 KB

english, 2011

16

From Pharmacovigilance to Clinical Care Optimization

Celi, Leo Anthony, Moseley, Edward, Moses, Christopher, Ryan, Padhraig, Somai, Melek, Stone, David, Tang, Kai-ou

Journal:

Year:

2014

Language:

english

File:

PDF, 1.29 MB

english, 2014

17

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

Feng, Mengling, McSparron, Jakob I., Kien, Dang Trung, Stone, David J., Roberts, David H., Schwartzstein, Richard M., Vieillard-Baron, Antoine, Celi, Leo Anthony

Journal:

Intensive Care Medicine

Year:

2018

Language:

english

File:

PDF, 991 KB

english, 2018

18

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

Fernandes, Marta, Mendes, RÃºben, Vieira, Susana M., Leite, Francisca, Palos, Carlos, Johnson, Alistair, Finkelstein, Stan, Horng, Steven, Celi, Leo Anthony, Olier, Ivan

Journal:

Year:

2020

File:

PDF, 1.94 MB

2020

19

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

Futoma, Joseph, Simons, Morgan, Panch, Trishan, Doshi-Velez, Finale, Celi, Leo Anthony

Journal:

The Lancet Digital Health

Year:

2020

File:

PDF, 86 KB

2020

20

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

Kimura, Satoshi, de la Hoz, Miguel Angel Armengol, Raines, Nathan Hutzel, Celi, Leo Anthony

Journal:

Critical Care Explorations

Year:

2020

File:

PDF, 1.08 MB

2020

21

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

Emon KHAN, Paul HUGGAN, Leo CELI, Robert MACGINLEY, John SCHOLLUM, Robert WALKER

Journal:

Hemodialysis International

Year:

2008

Language:

english

File:

PDF, 71 KB

english, 2008

22

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

Karen Peebles, Leo Celi, Ken McGrattan, Carissa Murrell, Kate Thomas, Philip N. Ainslie

Journal:

The Journal of Physiology

Year:

2007

Language:

english

File:

PDF, 490 KB

english, 2007

23

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

Philip N. Ainslie, Leo Celi, Ken McGrattan, Karen Peebles, Shigehiko Ogoh

Journal:

Year:

2008

Language:

english

File:

PDF, 821 KB

english, 2008

24

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

Stuart McLennan, Grant Gillett, Leo Anthony Celi

Journal:

American Journal of Infection Control

Year:

2008

Language:

english

File:

PDF, 117 KB

english, 2008

25

Spontaneous Hemothorax in a Patient With Neurofibromatosis Type 1 and Undiagnosed Pheochromocytoma

Niamh P. Conlon, Karen C. Redmond, Leo A. Celi

Journal:

The Annals of Thoracic Surgery

Year:

2007

Language:

english

File:

PDF, 214 KB

english, 2007

26

Use of Machine Learning Algorithms to Assess Outcomes in Patients Over 80-years of Age Undergoing Cardiac Surgery

Sean D. Galvin, Leo Anthony G. Celi, Ivor F. Galvin, Richard W. Bunton

Journal:

Heart Lung & Circulation

Year:

2011

Language:

english

File:

PDF, 57 KB

english, 2011

27

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

Sabina Hunziker, Leo A Celi, Joon Lee, Michael D Howell

Journal:

Critical Care (BioMed Central)

Year:

2012

Language:

english

File:

PDF, 314 KB

english, 2012

28

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

Fuchs, Lior, Chronaki, Catherine E., Park, Shinhyuk, Novack, Victor, Baumfeld, Yael, Scott, Daniel, McLennan, Stuart, Talmor, Daniel, Celi, Leo

Journal:

Intensive Care Medicine

Year:

2012

Language:

english

File:

PDF, 229 KB

english, 2012

29

Cerebrovascular reactivity and coronary artery bypass surgery

Sean D. Galvin, Philip N. Ainslie, Leo A. Celi, Kate Thomas, Tom Clendon, Ivor F. Galvin, Richard W. Bunton

Journal:

Heart Lung & Circulation

Year:

2009

Language:

english

File:

PDF, 57 KB

english, 2009

30

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

Perry, William R.G., Kwok, Alvin C., Kozycki, Christina, Celi, Leo A.

Journal:

Population Health Management

Year:

2013

Language:

english

File:

PDF, 75 KB

english, 2013

31

[IEEE 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Taipei, Taiwan (2011.06.27-2011.06.30)] 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) - Fuzzy modeling to predict administration of vasopressors in intensive care unit patients

Fialho, Andre S., Cismondi, Federico, Vieira, Susana M., Sousa, Joao M. C., Reti, Shane R., Celi, Leo A., Howell, Michael D., Finkelstein, Stan N.

Year:

2011

Language:

english

File:

PDF, 190 KB

english, 2011

32

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

Chen, Kenneth P., Lee, Joon, Mark, Roger G., Feng, Mengling, Celi, Leo A., Malley, Brian E., Danziger, John

Journal:

Journal of Clinical Pharmacology

Year:

2015

Language:

english

File:

PDF, 829 KB

english, 2015

33

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

Dejam, Andre, Malley, Brian E, Feng, Mengling, Cismondi, Federico, Park, Shinhyuk, Samani, Saira, Samani, Zahra, Pinto, Duane S, Celi, Leo

Journal:

Critical Care (BioMed Central)

Year:

2014

Language:

english

File:

PDF, 326 KB

english, 2014

34

Engineering control into medicine

Stone, David J., Celi, Leo Anthony, Csete, Marie

Journal:

Journal of Critical Care

Year:

2015

Language:

english

File:

PDF, 1.25 MB

english, 2015

35

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

Salciccioli, Justin D, Marshall, Dominic C, Pimentel, Marco, Santos, Mauro D, Pollard, Tom, Celi, Leo, Shalhoub, Joseph

Journal:

Critical Care (BioMed Central)

Year:

2015

Language:

english

File:

PDF, 587 KB

english, 2015

36

Association of hypermagnesemia and blood pressure in the critically ill

Celi, Leo A., Scott, Daniel J., Lee, Joon, Nelson, Rachel, Alper, Seth L., Mukamal, Kenneth J., Mark, Roger G., Danziger, John

Journal:

Journal of Hypertension

Year:

2013

Language:

english

File:

PDF, 250 KB

english, 2013

37

Optimal data systems

Celi, Leo A., Csete, Marie, Stone, David

Journal:

Current Opinion in Critical Care

Year:

2014

Language:

english

File:

PDF, 898 KB

english, 2014

38

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

Ghassemi, Marzyeh, Celi, Leo, Stone, David J

Journal:

Critical Care (BioMed Central)

Year:

2015

Language:

english

File:

PDF, 1.84 MB

english, 2015

39

“Big Data” in the Intensive Care Unit. Closing the Data Loop

Anthony Celi, Leo, Mark, Roger G., Stone, David J., Montgomery, Robert A.

Journal:

American Journal of Respiratory and Critical Care Medicine

Year:

2013

Language:

english

File:

PDF, 191 KB

english, 2013

40

Effect of Protocolized Sedation on Clinical Outcomes in Mechanically Ventilated Intensive Care Unit Patients

Minhas, Mahad A., Velasquez, Adrian G., Kaul, Anubhav, Salinas, Pedro D., Celi, Leo A.

Journal:

Mayo Clinic Proceedings

Year:

2015

Language:

english

File:

PDF, 641 KB

english, 2015

41

Increased incidence of diuretic use in critically ill obese patients

de Louw, Emma J., Sun, Pepijn O., Lee, Joon, Feng, Mengling, Mark, Roger G., Celi, Leo Anthony, Mukamal, Kenneth J., Danziger, John

Journal:

Journal of Critical Care

Year:

2015

Language:

english

File:

PDF, 272 KB

english, 2015

42

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

Wyber, Rosemary, Vaillancourt, Samuel, Perry, William, Mannava, Priya, Folaranmi, Temitope, Celi, Leo Anthony

Journal:

Bulletin of the World Health Organisation

Year:

2015

Language:

english

File:

PDF, 246 KB

english, 2015

43

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

Mayaud, Louis, Lai, Peggy S., Clifford, Gari D., Tarassenko, Lionel, Celi, Leo Anthony, Annane, Djillali

Journal:

Critical Care Medicine

Year:

2013

Language:

english

File:

PDF, 9.27 MB

english, 2013

44

Hyperdynamic left ventricular ejection fraction in the intensive care unit

Paonessa, Joseph R., Brennan, Thomas, Pimentel, Marco, Steinhaus, Daniel, Feng, Mengling, Celi, Leo Anthony

Journal:

Critical Care (BioMed Central)

Year:

2015

Language:

english

File:

PDF, 488 KB

english, 2015

45

Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer

Shrime, Mark G., Ferket, Bart S., Scott, Daniel J., Lee, Joon, Barragan-Bradford, Diana, Pollard, Tom, Arabi, Yaseen M., Al-Dorzi, Hasan M., Baron, Rebecca M., Hunink, M. G. Myriam, Celi, Leo A., Lai,

Journal:

Year:

2015

Language:

english

File:

PDF, 309 KB

english, 2015

46

[American Thoracic Society American Thoracic Society 2012 International Conference, May 18-23, 2012 • San Francisco, California - ()] C24. THIS CAN BE DONE BETTER: QUALITY, SAFETY AND PROCESS IMPROVEMENT IN CRITICAL CARE - Pre-Admission Use Of Selective Serotonin Reuptake Inhibitors Is Associated With ICU Mortality

Berg, Katherine M., Ghassemi, Marzyeh, Donnino, Michael W., Marshall, John, Celi, Leo

Year:

2012

Language:

english

File:

PDF, 45 KB

english, 2012

47

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

Danziger, John, Chen, Ken, Cavender, Susan, Lee, Joon, Feng, Mengling, Mark, Roger G, Mukamal, Kenneth J, Celi, Leo Anthony

Journal:

Annals of the American Thoracic Society

Year:

2016

Language:

english

File:

PDF, 410 KB

english, 2016

48

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

Boone, M. Dustin, Massa, Jennifer, Mueller, Ariel, Jinadasa, Sayuri P., Lee, Joon, Kothari, Rishi, Scott, Daniel J., Callahan, Julie, Celi, Leo Anthony, Hacker, Michele R.

Journal:

Journal of Critical Care

Year:

2016

Language:

english

File:

PDF, 259 KB

english, 2016

49

The eICU: It’s not just telemedicine

Celi, Leo Anthony, Hassan, Erkan, Marquardt, Cynthia, Breslow, Michael, Rosenfeld, Brian

Journal:

Critical Care Medicine

Year:

2001

Language:

english

File:

PDF, 154 KB

english, 2001

50

Leveraging a Critical Care Database

Ghassemi, Marzyeh, Marshall, John, Singh, Nakul, Stone, David J., Celi, Leo Anthony

Journal:

Year:

2014

Language:

english

File:

PDF, 306 KB

english, 2014