Leo Anthony Celi (Leo A Celi, Leo Celi, Leo A Celi)

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 86

Top Topics

Mechanical Ventilation

Diabetic Retinopathy

Artificial Intelligence

Top Venues

PLOS digital health

NPJ digital medicine

BMJ health & care informatics

Journal of medical Internet research

This page only lists publications with an associated author ORCID identifier.

Publications

Fernando Korn Malerbi, Luis Filipe Nakayama, Robyn Gayle Dychiao, Lucas Zago Ribeiro, Cleva Villanueva, Leo Anthony Celi, Caio Vinicius Saito Regatieri
Digital Education for the Deployment of Artificial Intelligence in Health Care. Journal of medical Internet research 25 (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Eric Yamga, Sreekar Mantena, Darin Rosen, Emily M Bucholz, Robert W Yeh, Leo Anthony Celi, Berk Ustun, Neel M Butala
Optimized Risk Score to Predict Mortality in Patients With Cardiogenic Shock in the Cardiac Intensive Care Unit. Journal of the American Heart Association (2023)
João Matos, Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie-Laure Charpignon, Xiaoli Liu, Nicoleta Economou-Zavlanos, Jaime Dos Santos Cardoso, Kimberly S Johnson, Nrupen Bhavsar, Judy Gichoya, Leo Anthony Celi, An-Kwok Ian Wong
BOLD: Blood-gas and Oximetry Linked Dataset - Open Source Research. medRxiv : the preprint server for health sciences (2023)
Jip W T M de Kok, Miguel Á Armengol de la Hoz, Ymke de Jong, Véronique Brokke, Paul W G Elbers, Patrick Thoral, Alejandro Castillejo, Tomás Trenor, Jose M Castellano, Alberto E Bronchalo, Tobias M Merz, Martin Faltys, null null, Iwan C C van der Horst, Minnan Xu, Leo Anthony Celi, Bas C T van Bussel, Xavier Borrat Frigola
A guide to sharing open healthcare data under the General Data Protection Regulation. Scientific data 10 (1) (2023)
Fred M Abdelmalek, Federico Angriman, Julie Moore, Kuan Liu, Lisa Burry, Laleh Seyyed-Kalantari, Sangeeta Mehta, Judy Gichoya, Leo Anthony Celi, George Tomlinson, Michael Fralick, Christopher J Yarnell
Association between Patient Race and Ethnicity and Use of Invasive Ventilation in the United States of America. Annals of the American Thoracic Society (2023)
Arne Peine, Maike Gronholz, Katharina Seidl-Rathkopf, Thomas Wolfram, Ahmed Hallawa, Annika Reitz, Leo Anthony Celi, Gernot Marx, Lukas Martin
Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study. JMIR medical informatics 11 (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Nick Wilmes, Charlotte W E Hendriks, Caspar T A Viets, Simon J W M Cornelissen, Walther N K A Van Mook, Josanne Cox-Brinkman, Leo Anthony Celi, Nicole Martinez-Martin, Judy W Gichoya, Craig Watkins, Ferishta Bakhshi-Raiez, Laure Wynants, Iwan C C van der Horst, Bas C T van Bussel
Structural under-reporting of informed consent, data handling and sharing, ethical approval, and application of Open Science principles as proxies for study quality conduct in COVID-19 research: a systematic scoping review. BMJ global health 8 (5) (2023)
Jack Gallifant, Leo Anthony Celi, Robin L Pierce
Digital determinants of health: opportunities and risks amidst health inequities. Nature reviews. Nephrology (2023)
Delwin Millan Villarante, Sharon C O'Donoghue, Monica Medeiros, Erin Milton, Kayley Walsh, Ashley L O'Donoghue, Leo Anthony Celi, Margaret M Hayes, Justin Dilibero
A National Survey of Stress and Burnout in Critical Care Nurses: A Prepandemic Study. Dimensions of critical care nursing : DCCN 42 (5) (2023)
Hope Watson, Jack Gallifant, Yuan Lai, Alexander P Radunsky, Cleva Villanueva, Nicole Martinez, Judy Wawira Gichoya, Uyen Kim Huynh, Leo Anthony Celi
Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only. BMJ health & care informatics 30 (1) (2023)
Tristan Struja, João Matos, Barbara D Lam, Yiren Cao, Xiaoli Liu, Yugang Jia, Christopher M Sauer, Helen D'Couto, Irene Dankwa-Mullan, Leo Anthony Celi, Andre Kurepa Waschka
Evaluating equitable care in the ICU: Creating a causal inference framework to assess the impact of life-sustaining interventions across racial and ethnic groups. medRxiv : the preprint server for health sciences (2023)
Tej A Patel, Bhav Jain, Michelle Ann B Eala, Katherine Donatela Manlongat, Neha Vapiwala, Leo Anthony Celi, Edward Christopher Dee
Disparities in Receipt of Mental Health Services and Mental Distress Among Patients with Chronic Obstructive Pulmonary Disease. Journal of general internal medicine (2023)
Luis Filipe Nakayama, Lucas Zago Ribeiro, Juliana Angelica Estevão de Oliveira, João Carlos Ramos Gonçalves de Matos, William Greig Mitchell, Fernando Korn Malerbi, Leo Anthony Celi, Caio Vinicius Saito Regatieri
Fairness and generalizability of OCT normative databases: a comparative analysis. International journal of retina and vitreous 9 (1) (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Sicheng Hao, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Luis Filipe Nakayama, William Warr Binotti, Naira Link Woite, Chrystinne Oliveira Fernandes, Pia Gabrielle Alfonso, Leo Anthony Celi, Caio Vinicius Saito Regatieri
The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data. Journal of medical Internet research 25 (2023)
Amarachi B Mbakwe, Ismini Lourentzou, Leo Anthony Celi, Oren J Mechanic, Alon Dagan
ChatGPT passing USMLE shines a spotlight on the flaws of medical education. PLOS digital health 2 (2) (2023)
Luis Filipe Nakayama, Lucas Zago Ribeiro, Frederico Novaes, Isabele Ayumi Miyawaki, Andresa Emy Miyawaki, Juliana Angélica Estevão de Oliveira, Talita Virgínia Fernandes de Oliveira, Fernando Korn Malerbi, Caio Vinicius Saito Regatieri, Leo Anthony Celi, Paolo S Silva
Artificial intelligence for telemedicine diabetic retinopathy screening: a review. Annals of medicine 55 (2) (2023)
Maria Del Pilar Arias López, Bradley Ashley Ong, Xavier Borrat Frigola, Maria Elena Ratto, Rachel S Hicklent, Arianne J T Obeles, Aubrey M Rocimo, Leo Anthony Celi
Digital literacy as a new determinant of health: A scoping review. PLOS digital health 2 (10) (2023)
Amarachi B Mbakwe, Ismini Lourentzou, Leo Anthony Celi, Oren J Mechanic, Alon Dagan
ChatGPT passing USMLE shines a spotlight on the flaws of medical education. PLOS digital health 2 (2) (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Sarah Khavandi, Fatema Zaghloul, Aisling K Higham, Ernest Lim, Nicholas De Pennington, Leo Anthony Celi
Investigating the Impact of Automation on the Health Care Workforce Through Autonomous Telemedicine in the Cataract Pathway: Protocol for a Multicenter Study. JMIR research protocols 12 (2023)
Mariana Batista Gonçalves, Luis Filipe Nakayama, Daniel Ferraz, Hanna Faber, Edward Korot, Fernando Korn Malerbi, Caio Vinicius Regatieri, Mauricio Maia, Leo Anthony Celi, Pearse Andrew Keane, Rubens Belfort
Image quality assessment of retinal fundus photographs for diabetic retinopathy in the machine learning era: a review. Eye (London, England) (2023)
Alistair E W Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian J Gow, Li-Wei H Lehman, Leo Anthony Celi, Roger G Mark
MIMIC-IV, a freely accessible electronic health record dataset. Scientific data 10 (1) (2023)
Mingxuan Liu, Yilin Ning, Salinelat Teixayavong, Mayli Mertens, Jie Xu, Daniel Shu Wei Ting, Tim-Ee Lionel Cheng, Jasmine Chiat Ling Ong, Zhen Ling Teo, Ting Fang Tan, Narrendar RaviChandran, Fei Wang, Leo Anthony Celi, Marcus Eng Hock Ong, Nan Liu
A translational perspective towards clinical AI fairness. NPJ digital medicine 6 (1) (2023)
Kenneth Patrick Seastedt, Patrick Schwab, Zach O'Brien, Edith Wakida, Karen Herrera, Portia Grace F Marcelo, Louis Agha-Mir-Salim, Xavier Borrat Frigola, Emily Boardman Ndulue, Alvin B Marcelo, Leo Anthony Celi
Global healthcare fairness: We should be sharing more, not less, data. PLOS digital health 1 (10) (2022)
Estee Y Cramer, Evan L Ray, Velma K Lopez, Johannes Bracher, Andrea Brennen, Alvaro J Castro Rivadeneira, Aaron Gerding, Tilmann Gneiting, Katie H House, Yuxin Huang, Dasuni Jayawardena, Abdul H Kanji, Ayush Khandelwal, Khoa Le, Anja Mühlemann, Jarad Niemi, Apurv Shah, Ariane Stark, Yijin Wang, Nutcha Wattanachit, Martha W Zorn, Youyang Gu, Sansiddh Jain, Nayana Bannur, Ayush Deva, Mihir Kulkarni, Srujana Merugu, Alpan Raval, Siddhant Shingi, Avtansh Tiwari, Jerome White, Neil F Abernethy, Spencer Woody, Maytal Dahan, Spencer J Fox, Kelly Gaither, Michael Lachmann, Lauren Ancel Meyers, James G Scott, Mauricio Tec, Ajitesh Srivastava, Glover E George, Jeffrey C Cegan, Ian D Dettwiller, William P England, Matthew W Farthing, Robert H Hunter, Brandon Lafferty, Igor Linkov, Michael L Mayo, Matthew D Parno, Michael A Rowland, Benjamin D Trump, Yanli Zhang-James, Samuel Chen, Stephen V Faraone, Jonathan Hess, Christopher P Morley, Asif Salekin, Dongliang Wang, Sabrina M Corsetti, Thomas M Baer, Marisa C Eisenberg, Karl Falb, Yitao Huang, Emily T Martin, Ella McCauley, Robert L Myers, Tom Schwarz, Daniel R Sheldon, Graham Casey Gibson, Rose Yu, Liyao Gao, Yian Ma, Dongxia Wu, Xifeng Yan, Xiaoyong Jin, Yu-Xiang Wang, YangQuan Chen, Lihong Guo, Yanting Zhao, Quanquan Gu, Jinghui Chen, Lingxiao Wang, Pan Xu, Weitong Zhang, Difan Zou, Hannah Biegel, Joceline Lega, Steve McConnell, V P Nagraj, Stephanie L Guertin, Christopher Hulme-Lowe, Stephen D Turner, Yunfeng Shi, Xuegang Ban, Robert Walraven, Qi-Jun Hong, Stanley Kong, Axel van de Walle, James A Turtle, Michal Ben-Nun, Steven Riley, Pete Riley, Ugur Koyluoglu, David DesRoches, Pedro Forli, Bruce Hamory, Christina Kyriakides, Helen Leis, John Milliken, Michael Moloney, James Morgan, Ninad Nirgudkar, Gokce Ozcan, Noah Piwonka, Matt Ravi, Chris Schrader, Elizabeth Shakhnovich, Daniel Siegel, Ryan Spatz, Chris Stiefeling, Barrie Wilkinson, Alexander Wong, Sean M Cavany, Guido España, Sean M Moore, Rachel J Oidtman, T Alex Perkins, David Kraus, Andrea Kraus, Zhifeng Gao, Jiang Bian, Wei Cao, Juan M Lavista Ferres, Chaozhuo Li, Tie-Yan Liu, Xing Xie, Shun Zhang, Shun Zheng, Alessandro Vespignani, Matteo Chinazzi, Jessica T Davis, Kunpeng Mu, Ana Pastore Y Piontti, Xinyue Xiong, Andrew Zheng, Jackie Baek, Vivek Farias, Andreea Georgescu, Retsef Levi, Deeksha Sinha, Joshua Wilde, Georgia Perakis, Mohammed Amine Bennouna, David Nze-Ndong, Divya Singhvi, Ioannis Spantidakis, Leann Thayaparan, Asterios Tsiourvas, Arnab Sarker, Ali Jadbabaie, Devavrat Shah, Nicolas Della Penna, Leo Anthony Celi, Saketh Sundar, Russ Wolfinger, Dave Osthus, Lauren Castro, Geoffrey Fairchild, Isaac Michaud, Dean Karlen, Matt Kinsey, Luke C Mullany, Kaitlin Rainwater-Lovett, Lauren Shin, Katharine Tallaksen, Shelby Wilson, Elizabeth C Lee, Juan Dent Hulse, Kyra H Grantz, Alison L Hill, Joshua Kaminsky, Kathryn Kaminsky, Lindsay T Keegan, Stephen A Lauer, Joseph Chadi Lemaitre, Justin Lessler, Hannah R Meredith, Javier Perez-Saez, Sam Shah, Claire P Smith, Shaun A Truelove, Josh Wills, Maximilian Marshall, Lauren Gardner, Kristen Nixon, John C Burant, Lily Wang, Lei Gao, Zhiling Gu, Myungjin Kim, Xinyi Li, Guannan Wang, Yueying Wang, Shan Yu, Robert C Reiner, Ryan Barber, Emmanuela Gakidou, Simon I Hay, Steve Lim, Christopher J L Murray, David Pigott, Heidi L Gurung, Prasith Baccam, Steven A Stage, Bradley T Suchoski, B Aditya Prakash, Bijaya Adhikari, Jiaming Cui, Alexander Rodríguez, Anika Tabassum, Jiajia Xie, Pınar Keskinocak, John Asplund, Arden Baxter, Buse Eylul Oruc, Nicoleta Serban, Sercan O Arik, Mike Dusenberry, Arkady Epshteyn, Elli Kanal, Long T Le, Chun-Liang Li, Tomas Pfister, Dario Sava, Rajarishi Sinha, Thomas Tsai, Nathanael C Yoder, Jinsung Yoon, Leyou Zhang, Sam Abbott, Nikos I Bosse, Sebastian Funk, Joel Hellewell, Sophie R Meakin, Katharine Sherrat, Mingyuan Zhou, Rahi Kalantari, Teresa K Yamana, Sen Pei, Jeffrey L Shaman, Michael Lingzhi Li, Dimitris Bertsimas, Omar Skali Lami, Saksham Soni, Hamza Tazi Bouardi, Turgay Ayer, Madeline Adee, Jagpreet Chhatwal, Ozden O Dalgic, Mary A Ladd, Benjamin P Linas, Peter Mueller, Jade Xiao, Yuanjia Wang, Qinxia Wang, Shanghong Xie, Donglin Zeng, Alden Green, Jacob Bien, Logan Brooks, Addison J Hu, Maria Jahja, Daniel J McDonald, Balasubramanian Narasimhan, Collin A Politsch, Samyak Rajanala, Aaron Rumack, Noah Simon, Ryan J Tibshirani, Rob Tibshirani, Valerie Ventura, Larry Wasserman, Eamon B O'Dea, John M Drake, Robert Pagano, Quoc T Tran, Lam Si Tung Ho, Huong Huynh, Jo W Walker, Rachel B Slayton, Michael A Johansson, Matthew Biggerstaff, Nicholas G Reich
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States. Proceedings of the National Academy of Sciences of the United States of America 119 (15) (2022)
Trishan Panch, Erin Duralde, Heather Mattie, Gopal Kotecha, Leo Anthony Celi, Melanie C Wright, Felix Greaves
A distributed approach to the regulation of clinical AI. PLOS digital health 1 (5) (2022)
Christopher J Yarnell, Alistair Johnson, Tariq Dam, Annemijn Jonkman, Kuan Liu, Hannah Wunsch, Laurent Brochard, Leo Anthony Celi, Harm-Jan S de Grooth, Paul W G Elbers, Sangeeta Mehta, Laveena Munshi, Robert A Fowler, Lillian Sung, George Tomlinson
Do Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure exist? A Cohort Study. American journal of respiratory and critical care medicine (2022)
Joe Zhang, Joshua Symons, Paul Agapow, James T H Teo, Claire A Paxton, Jordan Abdi, Heather Mattie, Charlie Davie, Aracelis Z Torres, Amos A Folarin, Harpreet Sood, Leo Anthony Celi, John Halamka, Sara Eapen, Sanjay Budhdeo
Best practices in the real-world data life cycle. PLOS digital health 1 (1) (2022)
Joe Zhang, Joshua Symons, Paul Agapow, James T H Teo, Claire A Paxton, Jordan Abdi, Heather Mattie, Charlie Davie, Aracelis Z Torres, Amos A Folarin, Harpreet Sood, Leo Anthony Celi, John Halamka, Sara Eapen, Sanjay Budhdeo
Best practices in the real-world data life cycle. PLOS digital health 1 (1) (2022)
Usman Iqbal, Leo Anthony Celi, Yi-Hsin Elsa Hsu, Yu Chuan Jack Li
Healthcare artificial intelligence: the road to hell is paved with good intentions. BMJ health & care informatics 29 (1) (2022)
Jean Feng, Rachael V Phillips, Ivana Malenica, Andrew Bishara, Alan E Hubbard, Leo Anthony Celi, Romain Pirracchio
Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare. NPJ digital medicine 5 (1) (2022)
Luis Filipe Nakayama, Ashley Kras, Lucas Zago Ribeiro, Fernando Korn Malerbi, Luis Salles Mendonça, Leo Anthony Celi, Caio Vinicius Saito Regatieri, Nadia K Waheed
Global disparity bias in ophthalmology artificial intelligence applications. BMJ health & care informatics 29 (1) (2022)
Sonali Parbhoo, Judy Wawira Gichoya, Leo Anthony Celi, Miguel Ángel Armengol de la Hoz, null null
Operationalising fairness in medical algorithms. BMJ health & care informatics 29 (1) (2022)
Trishan Panch, Erin Duralde, Heather Mattie, Gopal Kotecha, Leo Anthony Celi, Melanie C Wright, Felix Greaves
A distributed approach to the regulation of clinical AI. PLOS digital health 1 (5) (2022)
Leo Anthony Celi
PLOS Digital Health, a new journal driving transformation in the delivery of equitable and unbiased healthcare. PLOS digital health 1 (1) (2022)
Kenneth Patrick Seastedt, Patrick Schwab, Zach O'Brien, Edith Wakida, Karen Herrera, Portia Grace F Marcelo, Louis Agha-Mir-Salim, Xavier Borrat Frigola, Emily Boardman Ndulue, Alvin B Marcelo, Leo Anthony Celi
Global healthcare fairness: We should be sharing more, not less, data. PLOS digital health 1 (10) (2022)
Leo Anthony Celi
PLOS Digital Health, a new journal driving transformation in the delivery of equitable and unbiased healthcare. PLOS digital health 1 (1) (2022)
Julian Euma Ishii-Rousseau, Shion Seino, Daniel K Ebner, Maryam Vareth, Ming Jack Po, Leo Anthony Celi
The "Ecosystem as a Service (EaaS)" approach to advance clinical artificial intelligence (cAI). PLOS digital health 1 (2) (2022)
Julian Euma Ishii-Rousseau, Shion Seino, Daniel K Ebner, Maryam Vareth, Ming Jack Po, Leo Anthony Celi
The "Ecosystem as a Service (EaaS)" approach to advance clinical artificial intelligence (cAI). PLOS digital health 1 (2) (2022)
Riccardo Levi, Francesco Carli, Aldo Robles Arévalo, Yuksel Altinel, Daniel J Stein, Matteo Maria Naldini, Federica Grassi, Andrea Zanoni, Stan Finkelstein, Susana M Vieira, João Sousa, Riccardo Barbieri, Leo Anthony Celi
Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding. BMJ health & care informatics 28 (1) (2021)
Kenneth Patrick Seastedt, Dana Moukheiber, Saurabh A Mahindre, Chaitanya Thammineni, Darin T Rosen, Ammara A Watkins, Daniel A Hashimoto, Chuong D Hoang, Jacques Kpodonu, Leo Anthony Celi
A scoping review of artificial intelligence applications in thoracic surgery. European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery (2021)
Amara Tariq, Leo Anthony Celi, Janice M Newsome, Saptarshi Purkayastha, Neal Kumar Bhatia, Hari M Trivedi, Judy Wawira Gichoya, Imon Banerjee
Patient-specific COVID-19 resource utilization prediction using fusion AI model. NPJ digital medicine 4 (1) (2021)
Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo Anthony Celi, Gernot Marx, Lukas Martin
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. NPJ digital medicine 4 (1) (2021)
Aldo Robles Arévalo, Jason H Maley, Lawrence Baker, Susana M da Silva Vieira, João M da Costa Sousa, Stan Finkelstein, Roselyn Mateo-Collado, Jesse D Raffa, Leo Anthony Celi, Francis DeMichele
Data-driven curation process for describing the blood glucose management in the intensive care unit. Scientific data 8 (1) (2021)
Zhongheng Zhang, Leo Anthony Celi, Kwok M Ho
Prediction of extended period of vasopressor infusion requiring central venous catheterisation: A burning issue in critical care. Anaesthesia and intensive care 49 (4) (2021)
Judy Wawira Gichoya, Liam G McCoy, Leo Anthony Celi, Marzyeh Ghassemi
Equity in essence: a call for operationalising fairness in machine learning for healthcare. BMJ health & care informatics 28 (1) (2021)
Edward Christopher Dee, Joseph A Paguio, Jasper S Yao, Aaron Stupple, Leo Anthony Celi
Data science to analyse the largest natural experiment of our time. BMJ health & care informatics 27 (3) (2021)
William Greig Mitchell, Edward Christopher Dee, Leo Anthony Celi
Generalisability through local validation: overcoming barriers due to data disparity in healthcare. BMC ophthalmology 21 (1) (2021)
Po-Chih Kuo, Cheng Che Tsai, Diego M Lopez, Alexandros Karargyris, Tom J Pollard, Alistair E W Johnson, Leo Anthony Celi
Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph. NPJ digital medicine 4 (1) (2021)
Haoran Xu, Louis Agha-Mir-Salim, Zachary O'Brien, Dora C Huang, Peiyao Li, Josep Gómez, Xiaoli Liu, Tongbo Liu, Wesley Yeung, Patrick Thoral, Paul Elbers, Zhengbo Zhang, María Bodí Saera, Leo Anthony Celi
Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America. BMJ health & care informatics 28 (1) (2021)
Liam G McCoy, John D Banja, Marzyeh Ghassemi, Leo Anthony Celi
Ensuring machine learning for healthcare works for all. BMJ health & care informatics 27 (3) (2021)
Chloe Louanne Jordan, Thillainathan Sathaananthan, Leo Anthony Celi, Linda Jones, M Abdulhadi Alagha
The Use of a Formative Pedagogy Lens to Enhance and Maintain Virtual Supervisory Relationships: Appreciative Inquiry and Critical Review. JMIR medical education 7 (4) (2021)
Trishan Panch, Tom J Pollard, Heather Mattie, Emily Lindemer, Pearse A Keane, Leo Anthony Celi
"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets. NPJ digital medicine 3 (2020)
Liam G McCoy, Sujay Nagaraj, Felipe Morgado, Vinyas Harish, Sunit Das, Leo Anthony Celi
What do medical students actually need to know about artificial intelligence? NPJ digital medicine 3 (2020)
Stuart McLennan, Meredith M Lee, Amelia Fiske, Leo Anthony Celi
AI Ethics Is Not a Panacea. The American journal of bioethics : AJOB 20 (11) (2020)
Yuan Lai, Wesley Yeung, Leo Anthony Celi
Urban Intelligence for Pandemic Response: Viewpoint. JMIR public health and surveillance 6 (2) (2020)
John Danziger, Miguel Ángel Armengol de la Hoz, Leo Anthony Celi, Robert A Cohen, Kenneth J Mukamal
Use of Do-Not-Resuscitate Orders for Critically Ill Patients with ESKD. Journal of the American Society of Nephrology : JASN 31 (10) (2020)
Usman Iqbal, Leo Anthony Celi, Yu Chuan Jack Li
How Can Artificial Intelligence Make Medicine More Preemptive? Journal of medical Internet research 22 (8) (2020)
Marta Fernandes, Rúben Mendes, Susana M Vieira, Francisca Leite, Carlos Palos, Alistair Johnson, Stan Finkelstein, Steven Horng, Leo Anthony Celi
Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing. PloS one 15 (3) (2020)
Usman Iqbal, Leo Anthony Celi, Yu Chuan Jack Li
Correction: How Can Artificial Intelligence Make Medicine More Preemptive? Journal of medical Internet research 22 (8) (2020)
Siqi Liu, Kay Choong See, Kee-Yuan Ngiam, Leo Anthony Celi, Xingzhi Sun, Mengling Feng
Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review. Journal of medical Internet research 22 (7) (2020)
Maria Elena Ratto, Andrea Beratarrechea, Marina Rojo, Leo Anthony Celi
Starting the path of Digital Transformation in Health Innovation in Digital Health: Conference proceeding. Ciencia e innovacion en salud (2020)
Stuart McLennan, Leo Anthony Celi, Alena M Buyx
COVID-19: Putting the General Data Protection Regulation to the Test. JMIR public health and surveillance 6 (2) (2020)
Christopher V Cosgriff, David J Stone, Gary Weissman, Romain Pirracchio, Leo Anthony Celi
The clinical artificial intelligence department: a prerequisite for success. BMJ health & care informatics 27 (1) (2020)
Christopher Vincent Cosgriff, Leo Anthony Celi, Christopher Martin Sauer
Boosting Clinical Decision-making: Machine Learning for Intensive Care Unit Discharge. Annals of the American Thoracic Society 15 (7) (2019)
Omer Gottesman, Fredrik D Johansson, Matthieu Komorowski, Aldo Faisal, David Sontag, Finale Doshi-Velez, Leo Anthony Celi
Guidelines for reinforcement learning in healthcare. Nature medicine 25 (1) (2019)
Trishan Panch, Heather Mattie, Leo Anthony Celi
The "inconvenient truth" about AI in healthcare. NPJ digital medicine 2 (2019)
Erik Doty, David J Stone, Ned McCague, Leo Anthony Celi
Counterintuitive results from observational data: a case study and discussion. BMJ open 9 (5) (2019)
Antonin Dauvin, Carolina Donado, Patrik Bachtiger, Ke-Chun Huang, Christopher Martin Sauer, Daniele Ramazzotti, Matteo Bonvini, Leo Anthony Celi, Molly J Douglas
Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients. NPJ digital medicine 2 (2019)
Aaron Stupple, David Singerman, Leo Anthony Celi
Erratum: Author Correction: The reproducibility crisis in the age of digital medicine. NPJ digital medicine 2 (2019)
Aaron Stupple, David Singerman, Leo Anthony Celi
The reproducibility crisis in the age of digital medicine. NPJ digital medicine 2 (2019)
Christopher Vincent Cosgriff, Leo Anthony Celi, Stephanie Ko, Tejas Sundaresan, Miguel Ángel Armengol de la Hoz, Aaron Russell Kaufman, David J Stone, Omar Badawi, Rodrigo Octavio Deliberato
Developing well-calibrated illness severity scores for decision support in the critically ill. NPJ digital medicine 2 (2019)
Leo Anthony Celi, Luca Citi, Marzyeh Ghassemi, Tom J Pollard
The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data. PloS one 14 (1) (2019)
Matthieu Komorowski, Leo Anthony Celi, Omar Badawi, Anthony C Gordon, A Aldo Faisal
The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care. Nature medicine 24 (11) (2018)
Rodrigo Octávio Deliberato, Leo Anthony Celi, David J Stone
Clinical Note Creation, Binning, and Artificial Intelligence. JMIR medical informatics 5 (3) (2017)
Atipong Pathanasethpong, Chitsutha Soomlek, Katharine E Morley, Michael G Morley, Pattarawit Polpinit, Alon Dagan, James W Weis, Leo Anthony Celi
Tackling Regional Public Health Issues Using Mobile Health Technology: Event Report of an mHealth Hackathon in Thailand. JMIR mHealth and uHealth 5 (10) (2017)
Peiyao Li, Chen Xie, Tom J Pollard, Alistair Edward William Johnson, Desen Cao, Hong-Jun Kang, Hong Liang, Yuezhou Zhang, Xiaoli Liu, Yong Fan, Yuan Zhang, Wanguo Xue, Lixin Xie, Leo Anthony Celi, Zhengbo Zhang
Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon. JMIR medical informatics 5 (4) (2017)
Leo Anthony Celi, Sharukh Lokhandwala, Robert A Montgomery, Christopher Moses, Tristan Naumann, Tom J Pollard, Daniel Spitz, Robert J Stretch
Datathons and Software to Promote Reproducible Research. Journal of medical Internet research 18 (8) (2016)
Leo Anthony Celi, Guido A Davidzon, Alistair Ew Johnson, Matthieu Komorowski, Dominic C Marshall, Sunil S Nair, Colin T Phillips, Tom J Pollard, Jesse D Raffa, Justin D Salciccioli, Francisco Muge Salgueiro, David J Stone
Bridging the Health Data Divide. Journal of medical Internet research 18 (12) (2016)
Leo Anthony Celi, Jeffrey David Marshall, Yuan Lai, David J Stone
Disrupting Electronic Health Records Systems: The Next Generation. JMIR medical informatics 3 (4) (2015)
Omar Badawi, Thomas Brennan, Leo Anthony Celi, Mengling Feng, Marzyeh Ghassemi, Andrea Ippolito, Alistair Ew Johnson, Roger G Mark, Louis Mayaud, George Moody, Christopher Moses, Tristan Naumann, Vipan Nikore, Marco Af Pimentel, Tom J Pollard, Mauro Santos, David J Stone, Andrew J Zimolzak, null null
Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR medical informatics 3 (1) (2015)
Leo Anthony Celi, Andrea Ippolito, Robert A Montgomery, Christopher Moses, David J Stone
Crowdsourcing knowledge discovery and innovations in medicine. Journal of medical Internet research 16 (9) (2014)
Omar Badawi, Thomas Brennan, Leo Anthony Celi, Mengling Feng, Marzyeh Ghassemi, Andrea Ippolito, Alistair Ew Johnson, Roger G Mark, Louis Mayaud, George Moody, Christopher Moses, Tristan Naumann, Marco Af Pimentel, Tom J Pollard, Mauro Santos, David J Stone, Andrew J Zimolzak, null null
Making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR medical informatics 2 (2) (2014)
Edward T Moseley, Douglas J Hsu, David J Stone, Leo Anthony Celi
Beyond open big data: addressing unreliable research. Journal of medical Internet research 16 (11) (2014)