Real-time mortality prediction in the Intensive Care Unit

par Johnson, Alistair E.W., Mark, Roger G.
Publié dans AMIA Annu Symp Proc (2018)

The MIMIC Code Repository: enabling reproducibility in critical care research

par Johnson, Alistair E W, Stone, David J, Celi, Leo A, Pollard, Tom J
Publié dans J Am Med Inform Assoc (2017)

tableone: An open source Python package for producing summary statistics for research papers

par Pollard, Tom J, Johnson, Alistair E W, Raffa, Jesse D, Mark, Roger G
Publié dans JAMIA Open (2018)

Estimating Patient’s Health State Using Latent Structure Inferred from Clinical Time Series and Text

par Zalewski, Aaron, Long, William, Johnson, Alistair E. W., Mark, Roger G., Lehman, Li-wei H.
Publié dans IEEE EMBS Int Conf Biomed Health Inform (2017)

Machine Learning and Decision Support in Critical Care

par Johnson, Alistair E. W., Ghassemi, Mohammad M., Nemati, Shamim, Niehaus, Katherine E., Clifton, David A., Clifford, Gari D.
Publié dans Proc IEEE Inst Electr Electron Eng (2016)

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

par Pollard, Tom J., Johnson, Alistair E. W., Raffa, Jesse D., Celi, Leo A., Mark, Roger G., Badawi, Omar
Publié dans Sci Data (2018)

A comparative analysis of sepsis identification methods in an electronic database

par Johnson, Alistair E. W., Aboab, Jerome, Raffa, Jesse D., Pollard, Tom J., Deliberato, Rodrigo O., Celi, Leo Anthony, Stone, David J.
Publié dans Crit Care Med (2018)

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

par Kuo, Po-Chih, Tsai, Cheng Che, López, Diego M., Karargyris, Alexandros, Pollard, Tom J., Johnson, Alistair E. W., Celi, Leo Anthony
Publié dans NPJ Digit Med (2021)

Complex inter-relationship of body mass index, gender and serum creatinine on survival: exploring the obesity paradox in melanoma patients treated with checkpoint inhibition

par Naik, Girish S., Waikar, Sushrut S., Johnson, Alistair E. W., Buchbinder, Elizabeth I., Haq, Rizwan, Hodi, F. Stephen, Schoenfeld, Jonathan D., Ott, Patrick A.
Publié dans J Immunother Cancer (2019)

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

par Johnson, Alistair E. W., Pollard, Tom J., Berkowitz, Seth J., Greenbaum, Nathaniel R., Lungren, Matthew P., Deng, Chih-ying, Mark, Roger G., Horng, Steven
Publié dans Sci Data (2019)

Impact of sex on use of low tidal volume ventilation in invasively ventilated ICU patients—A mediation analysis using two observational cohorts

par Swart, Pien, Deliberato, Rodrigo Octavio, Johnson, Alistair E. W., Pollard, Tom J., Bulgarelli, Lucas, Pelosi, Paolo, de Abreu, Marcelo Gama, Schultz, Marcus J., Neto, Ary Serpa
Publié dans PLoS One (2021)

MIMIC-III, a freely accessible critical care database

par 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.
Publié dans Sci Data (2016)

Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review

par Charlton, Peter H., Birrenkott, Drew A., Bonnici, Timothy, Pimentel, Marco A. F., Johnson, Alistair E. W., Alastruey, Jordi, Tarassenko, Lionel, Watkinson, Peter J., Beale, Richard, Clifton, David A.
Publié dans IEEE Rev Biomed Eng (2018)

An Open Access Database for the Evaluation of Heart Sound Algorithms

par Liu, Chengyu, Springer, David, Li, Qiao, Moody, Benjamin, Juan, Ricardo Abad, Chorro, Francisco J, Castells, Francisco, Roig, José Millet, Silva, Ikaro, Johnson, Alistair E.W., Syed, Zeeshan, Schmidt, Samuel E., Papadaniil, Chrysa D., Hadjileontiadis, Leontios, Naseri, Hosein, Moukadem, Ali, Dieterlen, Alain, Brandt, Christian, Tang, Hong, Samieinasab, Maryam, Samieinasab, Mohammad Reza, Sameni, Reza, Mark, Roger G., Clifford, Gari D.
Publié dans Physiol Meas (2016)