Roger G. Mark

发表

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

Mohammed Saeed, Li-Wei H. Lehman, William J. Long, 2012, AMIA.

False arrhythmia alarm reduction in the intensive care unit pdf

Roger G. Mark, Andrea S. Li, Alistair E. W. Johnson, 2017, ArXiv.

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

Mohammed Saeed, Roger G. Mark, M. Saeed, 2006, AMIA.

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

Roger G. Mark, Mohammad M. Ghassemi, Mengling Feng, 2014, AMIA.

Analyzing the eICU Collaborative Research Database

Roger G. Mark, Leo A. Celi, Alistair E. W. Johnson, 2017, BCB.

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

Shamim Nemati, Ryan P. Adams, Li-Wei H. Lehman, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Designing reliable cohorts of cardiac patients across MIMIC and eICU

Roger G. Mark, Catherine E. Chronaki, Abdullah Shahin, 2015, 2015 Computing in Cardiology Conference (CinC).

A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG

Pablo Laguna, Roger G. Mark, George B. Moody, 1997, Computers in Cardiology 1997.

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

Roger G. Mark, George B. Moody, Ary L. Goldberger, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

An enhanced cerebral recovery index for coma prognostication following cardiac arrest

Emery N. Brown, Roger G. Mark, Patrick L. Purdon, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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

Shamim Nemati, Ryan P. Adams, Li-Wei H. Lehman, 2014, IEEE Journal of Biomedical and Health Informatics.

The PhysioNet/Computing in Cardiology Challenge 2015: Reducing false arrhythmia alarms in the ICU

Qiao Li, Roger G. Mark, Gari D. Clifford, 2015, 2015 Computing in Cardiology Conference (CinC).

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

Mohammed Saeed, Roger G. Mark, Gari D. Clifford, 2008, J. Biomed. Informatics.

Reproducibility in critical care: a mortality prediction case study

Roger G. Mark, Alistair E. W. Johnson, Tom J. Pollard, 2017, MLHC.

Teaching physiology through simulation of hemodynamics

Roger G. Mark, T. L. Davis, R. Mark, 1990, [1990] Proceedings Computers in Cardiology.

An open-source algorithm to detect onset of arterial blood pressure pulses

Roger G. Mark, Thomas Heldt, George B. Moody, 2003, Computers in Cardiology, 2003.

Personalized Medication Dosing Using Volatile Data Streams

Shamim Nemati, Roger G. Mark, M. Brandon Westover, 2018, AAAI Workshops.

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

Roger G. Mark, Alistair E. W. Johnson, Tom J. Pollard, 2018, JAMIA open.

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

Shamim Nemati, Roger G. Mark, Li-wei H. Lehman, 2018, IEEE Journal of Biomedical and Health Informatics.

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

Joon Lee, Roger G. Mark, Leo A. Celi, 2013, BMC Medical Informatics and Decision Making.

Automated de-identification of free-text medical records

Peter Szolovits, Li-Wei H. Lehman, William J. Long, 2008, BMC Medical Informatics Decis. Mak..

Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings

Joon Lee, Roger G. Mark, Ikaro Silva, 2012, IEEE Transactions on Biomedical Engineering.

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

Shamim Nemati, Roger G. Mark, Mohammad M. Ghassemi, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Phenotyping hypotensive patients in critical care using hospital discharge summaries

Li-Wei H. Lehman, William J. Long, Roger G. Mark, 2017, 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

Evaluation of the 'TRIM' ECG data compressor

Roger G. Mark, George B. Moody, Ary L. Goldberger, 1988, Proceedings. Computers in Cardiology 1988.

Detection of atrial fibrillation using artificial neural networks

Roger G. Mark, George B. Moody, S. G. Artis, 1991, [1991] Proceedings Computers in Cardiology.

Analysis of transient ST segment changes during ambulatory monitoring

Roger G. Mark, George B. Moody, F. Jager, 1991, [1991] Proceedings Computers in Cardiology.

Detection of ventricular ectopic beats using neural networks

Roger G. Mark, George B. Moody, H.-S. Chow, 1992, Proceedings Computers in Cardiology.

Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics

Li-Wei H. Lehman, Roger G. Mark, Xiaopeng Zhao, 2018, MLHC.

Uncovering clinical significance of vital sign dynamics in critical care

Shamim Nemati, Li-Wei H. Lehman, Roger G. Mark, 2014, Computing in Cardiology 2014.

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

Emery N. Brown, Roger G. Mark, M. Brandon Westover, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Transport phenomena in the cardio- vascular system : Stanley Middleman. 299 pages, diagrams, 6 × 9 in. Wiley, New York, 1972.

Roger G. Mark, 1974 .

Computational Modeling of the Cardiovascular System After Fontan Procedure

Chan-Hyun Youn, Eun Bo Shim, Roger D. Kamm, 2002, ISMDA.

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

Roger G. Mark, Mohammad M. Ghassemi, Mengling Feng, 2014, KDD.

Editorial : False Alarm Reduction in Critical Care

Qiao Li, Roger G. Mark, Gari D. Clifford, 2016 .

Real-time Mortality Prediction in the Intensive Care Unit

Roger G. Mark, Alistair E. W. Johnson, R. Mark, 2018, AMIA.

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

Li-Wei H. Lehman, Roger G. Mark, Matthieu Komorowski, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

Performance measures for algorithms to detect transient ischemic ST segment changes

Roger G. Mark, George B. Moody, F. Jager, 1991, [1991] Proceedings Computers in Cardiology.

Classification of normal/abnormal heart sound recordings: The PhysioNet/Computing in Cardiology Challenge 2016

Qiao Li, José Millet-Roig, Roger G. Mark, 2016, 2016 Computing in Cardiology Conference (CinC).

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

Joon Lee, Roger G. Mark, Leo A. Celi, 2012, J. Comput. Sci. Eng..

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

Mohammed Saeed, Li-Wei H. Lehman, William J. Long, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Mathematical Modeling of Physiological Systems

George C. Verghese, Roger G. Mark, Thomas Heldt, 2013 .

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

Shamim Nemati, Ryan P. Adams, Li-Wei H. Lehman, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

우주비행 직후 인체 심혈관계의 혈류역학적 변화에 대한 수치적 연구

Roger G. Mark, 심은보, 고형종, 2000 .

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 pdf

Roger G. Mark, Po-Chih Kuo, Leo Anthony Celi, 2020, ArXiv.

AF classification from a short single lead ECG recording: The PhysioNet/computing in cardiology challenge 2017

Qiao Li, Li-Wei H. Lehman, Roger G. Mark, 2017, 2017 Computing in Cardiology (CinC).

The Story of MIMIC

Roger G. Mark, 2016 .

Cycle-Averaged Models of Cardiovascular Dynamics

George C. Verghese, Roger G. Mark, Thomas Heldt, 2003 .

PhysioNet: an NIH research resource for physiologic datasets and open-source software

Roger G. Mark, George B. Moody, Ary L. Goldberger, 2001, Proceedings 14th IEEE Symposium on Computer-Based Medical Systems. CBMS 2001.

Open-access MIMIC-II database for intensive care research

Mohammed Saeed, Joon Lee, Roger G. Mark, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Photoplethysmograph quality estimation through multichannel filtering

Joon Lee, Roger G. Mark, Ikaro Silva, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A visualization of evolving clinical sentiment using vector representations of clinical notes

Shamim Nemati, Roger G. Mark, Mohammad Mahdi Ghassemi, 2015, 2015 Computing in Cardiology Conference (CinC).

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

Roger G. Mark, Matthew P. Lungren, Steven Horng, 2019, ArXiv.

The MIT-BIH Arrhythmia Database on CD-ROM and software for use with it

Roger G. Mark, George B. Moody, G. Moody, 1990, [1990] Proceedings Computers in Cardiology.

The MIT-BIH Noise Stress Test Database

Roger G. Mark, George B. Moody, We Muldrow, 1992 .

Hemodynamic monitoring using switching autoregressive dynamics of multivariate vital sign time series

Shamim Nemati, Li-Wei H. Lehman, Roger G. Mark, 2015, 2015 Computing in Cardiology Conference (CinC).

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

Riccardo Barbieri, Li-Wei H. Lehman, Roger G. Mark, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Continuous cardiac output monitoring by peripheral blood pressure waveform analysis

Roger G. Mark, Ramakrishna Mukkamala, Richard J. Cohen, 2006, IEEE Transactions on Biomedical Engineering.

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

Aaron Zalewski, Li-Wei H. Lehman, William J. Long, 2017, 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

CALVIN: An expert system to improve arrhythmia detector performance in noise

Roger G. Mark, Ramesh S. Patil, George B. Moody, 1988 .

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

Mohammed Saeed, Roger G. Mark, Brian Janz, 2005, AMIA.

Visualizing Evolving Clinical Sentiment Using Vector Representations of Clinical Notes and distributed stochastic neighbor embedding

Shamim Nemati, Roger G. Mark, Mohammad M. Ghassemi, 2015 .

Santa Fe Time Series Competition Data Set B

Roger G. Mark, George B. Moody, Ary L. Goldberger, 1993 .