A stochastic characterization of chronic ventricular ectopic activity. - Paul Albrecht; Richard J. Cohen; Roger G. Mark (IEEE Trans. Biomed. Eng., 1988)

Functional electrical stimulation of the latissimus dorsi muscle for use in cardiac assist. - Adel M. Malek; Roger G. Mark (IEEE Trans. Biomed. Eng., 1989)

Analysis of arterial waves by the single-pulse-response method. - Chen-Chin Lee; Roger G. Mark (IEEE Trans. Biomed. Eng., 1993)

Power spectral density of unevenly sampled data by least-square analysis: performance and application to heart rate signals. - Pablo Laguna; George B. Moody; Roger G. Mark (IEEE Trans. Biomed. Eng., 1998)

PhysioNet: An NIH Research Resource for Physiologic Datasets and Open Source Software. - Isaac C. Henry; Ary L. Goldberger; George B. Moody; Roger G. Mark (CBMS, 2001)

Computational Modeling of the Cardiovascular System After Fontan Procedure. - Eun Bo Shim; Chan-Hyun Youn; Thomas Heldt; Roger D. Kamm; Roger G. Mark (ISMDA, 2002)

Development and Optimization of a Critical Care Alert and Display (CCAD) System using Retrospective ICU Databases. - Brian Janz; Mohammed Saeed 001; Joseph J. Frassica; Gari D. Clifford; Roger G. Mark (AMIA, 2005)

A Novel Method for the Efficient Retrieval of Similar Multiparameter Physiologic Time Series Using Wavelet-Based Symbolic Representations. - Mohammed Saeed 001; Roger G. Mark (AMIA, 2006)

Integrating Data, Models, and Reasoning in Critical Care. - Thomas Heldt; William J. Long; George C. Verghese; Peter Szolovits; Roger G. Mark (EMBC, 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)

Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform. - Anton Aboukhalil; Larry Nielsen; Mohammed Saeed 001; Roger G. Mark; Gari D. Clifford (J. Biomed. Informatics, 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)

Open-access MIMIC-II database for intensive care research. - Joon Lee; Daniel J. Scott; Mauricio Villarroel; Gari D. Clifford; Mohammed Saeed 001; Roger G. Mark (EMBC, 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 (EMBC, 2011)

Photoplethysmograph quality estimation through multichannel filtering. - Ikaro Silva; Joon Lee; Roger G. Mark (EMBC, 2011)

Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes. - Li-Wei H. Lehman; Mohammed Saeed 001; William J. Long; Joon Lee; Roger G. Mark (AMIA, 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 (EMBC, 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)

Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings. - Ikaro Silva; Joon Lee; Roger G. Mark (IEEE Trans. Biomed. Eng., 2012)

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 (EMBC, 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)

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 (AMIA, 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 (CinC, 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 001; Roger G. Mark (EMBC, 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 (KDD, 2014)

Designing Reliable Cohorts of Cardiac Patients Across MIMIC and eICU. - Catherine E. Chronaki; Abdullah Shahin; Roger G. Mark (CinC, 2015)

The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU. - Gari D. Clifford; Ikaro Silva; Benjamin Moody; Qiao Li 011; Danesh Kella; Abdullah Shahin; Tristan Kooistra; Diane Perry; Roger G. Mark (CinC, 2015)

A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes. - Mohammad Mahdi Ghassemi; Roger G. Mark; Shamim Nemati (CinC, 2015)

Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series. - Li-Wei H. Lehman; Shamim Nemati; Roger G. Mark (CinC, 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 (EMBC, 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)

Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. - Gari D. Clifford; Chengyu Liu 001; David B. Springer; Benjamin Moody; Qiao Li 011; Ricardo C. Abad; José Millet; Ikaro Silva; Alistair E. W. Johnson; Roger G. Mark (CinC, 2016)

Real-time Mortality Prediction in the Intensive Care Unit. - Alistair E. W. Johnson; Roger G. Mark (AMIA, 2017)

Analyzing the eICU Collaborative Research Database. - Alistair E. W. Johnson; Tom J. Pollard; Leo A. Celi; Roger G. Mark (BCB, 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 (BHI, 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 (BHI, 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 (IEEE BigData, 2017)

AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. - Gari D. Clifford; Chengyu Liu 001; Benjamin Moody; Li-Wei H. Lehman; Ikaro Silva; Qiao Li 011; Alistair E. W. Johnson; Roger G. Mark (CinC, 2017)

Reproducibility in critical care: a mortality prediction case study. - Alistair E. W. Johnson; Tom J. Pollard; Roger G. Mark (MLHC, 2017)

False arrhythmia alarm reduction in the intensive care unit. - Andrea S. Li; Alistair E. W. Johnson; Roger G. Mark (CoRR, 2017)

Personalized Medication Dosing Using Volatile Data Streams. - Mohammad M. Ghassemi; Tuka Al Hanai; M. Brandon Westover; Roger G. Mark; Shamim Nemati (AAAI Workshops, 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 (EMBC, 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 (EMBC, 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 (ICHI, 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 (MLHC, 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)

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)

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 003; 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; et al. (CoRR, 2020)

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 011; Gari D. Clifford; Roger G. Mark; Li-Wei H. Lehman (CinC, 2022)

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? - Stephanie M. Hu; Steven Horng; Seth J. Berkowitz; Ruizhi Liao 001; Rahul G. Krishnan; Li-Wei H. Lehman; Roger G. Mark (CinC, 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 011; Gari D. Clifford; Roger G. Mark (NeurIPS, 2023)