Roger G. Mark

According to our database, Roger G. Mark authored at least 47 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help?

Stephanie M. Hu, Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-Wei H. Lehman, Roger G. Mark

Proceedings of the Computing in Cardiology, 2023

2022

PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms.

Lucas McCullum, Hasan Saeed, Benjamin Moody, Diane Perry, Eric Gottlieb, Tom J. Pollard, Xavier Borrat Frigola, Qiao Li, Gari D. Clifford, Roger G. Mark, Li-Wei H. Lehman

Proceedings of the Computing in Cardiology, 2022

2020

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.

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

CoRR, 2020

2019

MIMIC-CXR: A large publicly available database of labeled chest radiographs.

Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng

CoRR, 2019

2018

A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.

Li-Wei H. Lehman, Roger G. Mark, Shamim Nemati

IEEE J. Biomed. Health Informatics, 2018

Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics.

Eric P. Lehman, Rahul G. Krishnan, Xiaopeng Zhao, Roger G. Mark, Li-Wei H. Lehman

Proceedings of the Machine Learning for Healthcare Conference, 2018

Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data.

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

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.

Mohammad M. Ghassemi, Tuka Al Hanai, Jesse Daniel Raffa, Roger G. Mark, Shamim Nemati, Falgun H. Chokshi

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit.

Giovanni Angelotti, Pierandrea Morandini, Li-Wei H. Lehman, Roger G. Mark, Riccardo Barbieri

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Personalized Medication Dosing Using Volatile Data Streams.

Mohammad M. Ghassemi, Tuka Al Hanai, M. Brandon Westover, Roger G. Mark, Shamim Nemati

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

False arrhythmia alarm reduction in the intensive care unit.

Andrea S. Li, Alistair E. W. Johnson, Roger G. Mark

CoRR, 2017

Reproducibility in critical care: a mortality prediction case study.

Alistair E. W. Johnson, Tom J. Pollard, Roger G. Mark

Proceedings of the Machine Learning for Health Care Conference, 2017

AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017.

Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark

Proceedings of the Computing in Cardiology, 2017

An open-source tool for the transcription of paper-spreadsheet data: Code and supplemental materials available online: Https: //github.com/deskool/images to spreadsheets.

Mohammad M. Ghassemi, Willow Jarvis, Tuka Alhanai, Emery N. Brown, Roger G. Mark, M. Brandon Westover

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Estimating patient's health state using latent structure inferred from clinical time series and text.

Aaron Zalewski, William J. Long, Alistair E. W. Johnson, Roger G. Mark, Li-Wei H. Lehman

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Phenotyping hypotensive patients in critical care using hospital discharge summaries.

Yang Dai, Sharukh Lokhandwala, William J. Long, Roger G. Mark, Li-Wei H. Lehman

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Analyzing the eICU Collaborative Research Database.

Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Real-time Mortality Prediction in the Intensive Care Unit.

Alistair E. W. Johnson, Roger G. Mark

Proceedings of the AMIA 2017, 2017

2016

Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016.

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

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction.

Li-Wei H. Lehman, Ryan P. Adams, Louis Mayaud, George B. Moody, Atul Malhotra, Roger G. Mark, Shamim Nemati

IEEE J. Biomed. Health Informatics, 2015

An enhanced cerebral recovery index for coma prognostication following cardiac arrest.

Mohammad M. Ghassemi, Edilberto Amorim, Sandipan B. Pati, Roger G. Mark, Emery N. Brown, Patrick L. Purdon, M. Brandon Westover

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series.

Li-Wei H. Lehman, Shamim Nemati, Roger G. Mark

Proceedings of the Computing in Cardiology, 2015

A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes.

Mohammad Mahdi Ghassemi, Roger G. Mark, Shamim Nemati

Proceedings of the Computing in Cardiology, 2015

The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU.

Gari D. Clifford, Ikaro Silva, Benjamin Moody, Qiao Li, Danesh Kella, Abdullah Shahin, Tristan Kooistra, Diane Perry, Roger G. Mark

Proceedings of the Computing in Cardiology, 2015

Designing Reliable Cohorts of Cardiac Patients Across MIMIC and eICU.

Catherine E. Chronaki, Abdullah Shahin, Roger G. Mark

Proceedings of the Computing in Cardiology, 2015

2014

Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data.

Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort.

Li-Wei H. Lehman, William J. Long, Mohammed Saeed, Roger G. Mark

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Uncovering Clinical Significance of Vital Sign Dynamics in Critical Care.

Li-Wei H. Lehman, Shamim Nemati, George B. Moody, Thomas Heldt, Roger G. Mark

Proceedings of the Computing in Cardiology, CinC 2014, 2014

Big Data for Critical Care with Cloud-based In-Memory Database.

Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark

Proceedings of the AMIA 2014, 2014

2013

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

Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark

BMC Medical Informatics Decis. Mak., 2013

Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series.

Li-Wei H. Lehman, Shamim Nemati, Ryan P. Adams, George B. Moody, Atul Malhotra, Roger G. Mark

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings.

Ikaro Silva, Joon Lee, Roger G. Mark

IEEE Trans. Biomed. Eng., 2012

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

Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch

J. Comput. Sci. Eng., 2012

Discovering shared dynamics in physiological signals: Application to patient monitoring in ICU.

Li-Wei H. Lehman, Shamim Nemati, Ryan P. Adams, Roger G. Mark

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes.

Li-Wei H. Lehman, Mohammed Saeed, William J. Long, Joon Lee, Roger G. Mark

Proceedings of the AMIA 2012, 2012

2011

Photoplethysmograph quality estimation through multichannel filtering.

Ikaro Silva, Joon Lee, Roger G. Mark

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

PhysioNet: Physiologic signals, time series and related open source software for basic, clinical, and applied research.

George B. Moody, Roger G. Mark, Ary L. Goldberger

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Open-access MIMIC-II database for intensive care research.

Joon Lee, Daniel J. Scott, Mauricio Villarroel, Gari D. Clifford, Mohammed Saeed, Roger G. Mark

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2008

Automated de-identification of free-text medical records.

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

BMC Medical Informatics Decis. Mak., 2008

Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform.

Anton Aboukhalil, Larry Nielsen, Mohammed Saeed, Roger G. Mark, Gari D. Clifford

J. Biomed. Informatics, 2008

2006

Continuous cardiac output monitoring by peripheral blood pressure waveform analysis.

Ramakrishna Mukkamala, Andrew T. Reisner, Horacio M. Hojman, Roger G. Mark, Richard J. Cohen

IEEE Trans. Biomed. Eng., 2006

Integrating Data, Models, and Reasoning in Critical Care.

Thomas Heldt, William J. Long, George C. Verghese, Peter Szolovits, Roger G. Mark

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Novel Method for the Efficient Retrieval of Similar Multiparameter Physiologic Time Series Using Wavelet-Based Symbolic Representations.

Mohammed Saeed, Roger G. Mark

Proceedings of the AMIA 2006, 2006

2005

Development and Optimization of a Critical Care Alert and Display (CCAD) System using Retrospective ICU Databases.

Brian Janz, Mohammed Saeed, Joseph J. Frassica, Gari D. Clifford, Roger G. Mark

Proceedings of the AMIA 2005, 2005

2002

Computational Modeling of the Cardiovascular System After Fontan Procedure.

Eun Bo Shim, Chan-Hyun Youn, Thomas Heldt, Roger D. Kamm, Roger G. Mark

Proceedings of the Medical Data Analysis, Third International Symposium, 2002

2001

PhysioNet: An NIH Research Resource for Physiologic Datasets and Open Source Software.

Isaac C. Henry, Ary L. Goldberger, George B. Moody, Roger G. Mark

Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001