Roger G. Mark

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 20

Top Topics

Pairwise Comparisons

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Stephanie M. Hu, Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-Wei H. Lehman, Roger G. Mark
Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? CinC (2023)
Li-Wei H. Lehman, Benjamin Moody, Harsh Deep, Feng Wu, Hasan Saeed, Lucas McCullum, Diane Perry, Tristan Struja, Qiao Li, Gari D. Clifford, Roger G. Mark
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors. NeurIPS (2023)
Lucas McCullum, Hasan Saeed, Benjamin Moody, Diane Perry, Eric Gottlieb, Tom Pollard, Xavier Borrat Frigola, Qiao Li, Gari D. Clifford, Roger G. Mark, Li-Wei H. Lehman
PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms. CinC (2022)
Xiaoli Liu, Pan Hu, Zhi Mao, Po-Chih Kuo, Peiyao Li, Chao Liu, Jie Hu, Deyu Li, Desen Cao, Roger G. Mark, Leo Anthony Celi, Zhengbo Zhang, Feihu Zhou
Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation. CoRR (2020)
Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng
MIMIC-CXR: A large publicly available database of labeled chest radiographs. CoRR (2019)
Mohammad M. Ghassemi, Tuka Al Hanai, Jesse Daniel Raffa, Roger G. Mark, Shamim Nemati, Falgun H. Chokshi
How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization. EMBC (2018)
Giovanni Angelotti, Pierandrea Morandini, Li-Wei H. Lehman, Roger G. Mark, Riccardo Barbieri
The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit. EMBC (2018)
Oliver Ren, Alistair E. W. Johnson, Eric P. Lehman, Matthieu Komorowski, Jerome Aboab, Fengyi Tang, Zach Shahn, Daby Sow, Roger G. Mark, Li-Wei H. Lehman
Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data. ICHI (2018)
Li-Wei H. Lehman, Roger G. Mark, Shamim Nemati
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Eric P. Lehman, Rahul G. Krishnan, Xiaopeng Zhao, Roger G. Mark, Li-Wei H. Lehman
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics. MLHC (2018)
Mohammad M. Ghassemi, Tuka Al Hanai, M. Brandon Westover, Roger G. Mark, Shamim Nemati
Personalized Medication Dosing Using Volatile Data Streams. AAAI Workshops (2018)
Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. CinC (2017)
Yang Dai, Sharukh Lokhandwala, William J. Long, Roger G. Mark, Li-Wei H. Lehman
Phenotyping hypotensive patients in critical care using hospital discharge summaries. BHI (2017)
Andrea S. Li, Alistair E. W. Johnson, Roger G. Mark
False arrhythmia alarm reduction in the intensive care unit. CoRR (2017)
Alistair E. W. Johnson, Roger G. Mark
Real-time Mortality Prediction in the Intensive Care Unit. AMIA (2017)
Aaron Zalewski, William J. Long, Alistair E. W. Johnson, Roger G. Mark, Li-Wei H. Lehman
Estimating patient's health state using latent structure inferred from clinical time series and text. BHI (2017)
Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark
Analyzing the eICU Collaborative Research Database. BCB (2017)
Mohammad M. Ghassemi, Willow Jarvis, Tuka Alhanai, Emery N. Brown, Roger G. Mark, M. Brandon Westover
An open-source tool for the transcription of paper-spreadsheet data: Code and supplemental materials available online: Https: //github.com/deskool/images to spreadsheets. IEEE BigData (2017)
Alistair E. W. Johnson, Tom J. Pollard, Roger G. Mark
Reproducibility in critical care: a mortality prediction case study. MLHC (2017)
Gari D. Clifford, Chengyu Liu, David B. Springer, Benjamin Moody, Qiao Li, Ricardo C. Abad, José Millet, Ikaro Silva, Alistair E. W. Johnson, Roger G. Mark
Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. CinC (2016)
Catherine E. Chronaki, Abdullah Shahin, Roger G. Mark
Designing Reliable Cohorts of Cardiac Patients Across MIMIC and eICU. CinC (2015)
Li-Wei H. Lehman, Ryan P. Adams, Louis Mayaud, George B. Moody, Atul Malhotra, Roger G. Mark, Shamim Nemati
A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Li-Wei H. Lehman, Shamim Nemati, Roger G. Mark
Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series. CinC (2015)
Gari D. Clifford, Ikaro Silva, Benjamin Moody, Qiao Li, Danesh Kella, Abdullah Shahin, Tristan Kooistra, Diane Perry, Roger G. Mark
The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU. CinC (2015)
Mohammad Mahdi Ghassemi, Roger G. Mark, Shamim Nemati
A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes. CinC (2015)
Mohammad M. Ghassemi, Edilberto Amorim, Sandipan B. Pati, Roger G. Mark, Emery N. Brown, Patrick L. Purdon, M. Brandon Westover
An enhanced cerebral recovery index for coma prognostication following cardiac arrest. EMBC (2015)
Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark
Big Data for Critical Care with Cloud-based In-Memory Database. AMIA (2014)
Li-Wei H. Lehman, William J. Long, Mohammed Saeed, Roger G. Mark
Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort. EMBC (2014)
Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark
Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data. KDD (2014)
Li-Wei H. Lehman, Shamim Nemati, George B. Moody, Thomas Heldt, Roger G. Mark
Uncovering Clinical Significance of Vital Sign Dynamics in Critical Care. CinC (2014)
Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark
Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Medical Informatics Decis. Mak. 13 (2013)
Li-Wei H. Lehman, Shamim Nemati, Ryan P. Adams, George B. Moody, Atul Malhotra, Roger G. Mark
Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series. EMBC (2013)
Li-Wei H. Lehman, Mohammed Saeed, William J. Long, Joon Lee, Roger G. Mark
Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes. AMIA (2012)
Li-Wei H. Lehman, Shamim Nemati, Ryan P. Adams, Roger G. Mark
Discovering shared dynamics in physiological signals: Application to patient monitoring in ICU. EMBC (2012)
Ikaro Silva, Joon Lee, Roger G. Mark
Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings. IEEE Trans. Biomed. Eng. 59 (9) (2012)
Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch
Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System. J. Comput. Sci. Eng. 6 (1) (2012)
George B. Moody, Roger G. Mark, Ary L. Goldberger
PhysioNet: Physiologic signals, time series and related open source software for basic, clinical, and applied research. EMBC (2011)
Ikaro Silva, Joon Lee, Roger G. Mark
Photoplethysmograph quality estimation through multichannel filtering. EMBC (2011)
Joon Lee, Daniel J. Scott, Mauricio Villarroel, Gari D. Clifford, Mohammed Saeed, Roger G. Mark
Open-access MIMIC-II database for intensive care research. EMBC (2011)
Ishna Neamatullah, Margaret M. Douglass, Li-Wei H. Lehman, Andrew T. Reisner, Mauricio Villarroel, William J. Long, Peter Szolovits, George B. Moody, Roger G. Mark, Gari D. Clifford
Automated de-identification of free-text medical records. BMC Medical Informatics Decis. Mak. 8 (2008)
Anton Aboukhalil, Larry Nielsen, Mohammed Saeed, Roger G. Mark, Gari D. Clifford
Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform. J. Biomed. Informatics 41 (3) (2008)
Mohammed Saeed, Roger G. Mark
A Novel Method for the Efficient Retrieval of Similar Multiparameter Physiologic Time Series Using Wavelet-Based Symbolic Representations. AMIA (2006)
Ramakrishna Mukkamala, Andrew T. Reisner, Horacio M. Hojman, Roger G. Mark, Richard J. Cohen
Continuous cardiac output monitoring by peripheral blood pressure waveform analysis. IEEE Trans. Biomed. Eng. 53 (3) (2006)
Thomas Heldt, William J. Long, George C. Verghese, Peter Szolovits, Roger G. Mark
Integrating Data, Models, and Reasoning in Critical Care. EMBC (2006)
Brian Janz, Mohammed Saeed, Joseph J. Frassica, Gari D. Clifford, Roger G. Mark
Development and Optimization of a Critical Care Alert and Display (CCAD) System using Retrospective ICU Databases. AMIA (2005)
Eun Bo Shim, Chan-Hyun Youn, Thomas Heldt, Roger D. Kamm, Roger G. Mark
Computational Modeling of the Cardiovascular System After Fontan Procedure. ISMDA (2002)
Isaac C. Henry, Ary L. Goldberger, George B. Moody, Roger G. Mark
PhysioNet: An NIH Research Resource for Physiologic Datasets and Open Source Software. CBMS (2001)