David J. Albers

Also affiliated with Columbia University Irving Medical Center, University of Colorado Anschutz Medical Campus, Columbia University, University of Colorado Denver

MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Developing A Data Pipeline to Quantify Ventilator Waveforms

medRxiv(2025)10.1101/2025.10.28.25339000

Top 100%

0DataRank

Top 100%0 citations

Lenny Larchick, J.N. Stroh, David J. Albers, Bradford J. Smith, Peter D. Sottile

Papers

Driven by 32 papers — median percentile 0. Top paper: “Real-time surveillance system for patient deterioration: a pragmatic cluster-randomized controlled trial”.

Real-time surveillance system for patient deterioration: a pragmatic cluster-randomized controlled trial

Nature Medicine(2025)10.1038/s41591-025-03609-7

N/A

1.1DataRank · unranked

40 citations

Patricia C. Dykes, Chris Knaplund, Sandy Cho, Jennifer Withall, Graham Lowenthal +16 more

The Communicating Narrative Concerns Entered by Registered Nurses (CONCERN) Clinical Decision Support Early Warning System: Protocol for a Cluster Randomized Pragmatic Clinical Trial

JMIR Research Protocols(2021)10.2196/30238

N/A

0.979DataRank · unranked

28 citations

Patricia C. Dykes, Christopher Knaplund, Min‐Jeoung Kang, Kumiko O. Schnock, José P. Garcia +14 more

Delay-induced uncertainty for a paradigmatic glucose–insulin model

Chaos An Interdisciplinary Journal of Nonlinear Science(2021)10.1063/5.0027682

N/A

0.561DataRank · unranked

10 citations

George Hripcsak, David J. Albers, William Ott, Bhargav R. Karamched

Evaluating Prediction of Continuous Clinical Values: A Glucose Case Study

Methods of Information in Medicine(2022)10.1055/s-0042-1743170

N/A

0.269DataRank · unranked

5 citations

David J. Albers, George Hripcsak

Delay-Induced Uncertainty in Physiological Systems

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.17.209544

N/A

0.149DataRank · unranked

1 citations

George Hripcsak, David J. Albers, William Ott, Bhargav R. Karamched

Inferring Insulin Secretion Rate from Sparse Patient Glucose and Insulin Measures

Frontiers in Physiology(2022)10.3389/fphys.2022.893862

N/A

0DataRank · unranked

9 citations

Christine L. Chan, David J. Albers, Bruce J. Gluckman, Rammah M. Abohtyra

Delay-induced uncertainty in the glucose-insulin system: Pathogenicity for obesity and type-2 diabetes mellitus

Frontiers in Physiology(2022)10.3389/fphys.2022.936101

N/A

0DataRank · unranked

6 citations

George Hripcsak, Rudolph L. Leibel, David J. Albers, William Ott, Bhargav R. Karamched

Data assimilation on mechanistic models of glucose metabolism predicts glycemic states in adolescents following bariatric surgery

Frontiers in Physiology(2022)10.3389/fphys.2022.923704

N/A

0DataRank · unranked

1 citations

Benjamin I. Albert, Linying Zhang, Anna Ostropolets, Jeffrey L. Zitsman, Ilene Fennoy +3 more

Beta-cell Metabolic Activity Rather than Gap Junction Structure Dictates Subpopulations in the Islet Functional Network

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.06.479331

N/A

0DataRank · unranked

9 citations

Vira Kravets, JaeAnn M. Dwulet, David J. Albers, Richard K.P. Benninger, Jennifer K. Briggs

β-cell intrinsic dynamics rather than gap junction structure dictates subpopulations in the islet functional network

eLife(2023)10.7554/elife.83147

N/A

0DataRank · unranked

29 citations

Anne Gresch, Isabella Marinelli, JaeAnn M. Dwulet, David J. Albers, Vira Kravets +2 more

A simple modeling framework for prediction in the human glucose–insulin system

Chaos An Interdisciplinary Journal of Nonlinear Science(2023)10.1063/5.0146808

N/A

0DataRank · unranked

19 citations

Matthew E. Levine, Cecilia C. Low Wang, David J. Albers, Andrew M. Stuart, Melike Sirlanci

Differential effects of two-hit models of acute and ventilator-induced lung injury on lung structure, function, and inflammation

Frontiers in Physiology(2023)10.3389/fphys.2023.1217183

N/A

0DataRank · unranked

14 citations

Huda Farooqi, M. Osovskaya, Alexander Sosa, Alison Wallbank, Lars Knudsen +4 more

A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104547

N/A

0DataRank · unranked

9 citations

J.N. Stroh, George Hripcsak, Cecilia C. Low Wang, Tellen D. Bennett, Julia Wrobel +5 more

The Development, Optimization, and Validation of Four Different Machine Learning Algorithms to Identify Ventilator Dyssynchrony

medRxiv(2023)10.1101/2023.11.28.23299134

N/A

0DataRank · unranked

6 citations

Bradford J. Smith, Marc Moss, David J. Albers, Peter D. Sottile

A methodology of phenotyping ICU patients from EHR data: high-fidelity, personalized, and interpretable phenotypes estimation

medRxiv(2023)10.1101/2023.03.15.23287315

N/A

0DataRank · unranked

1 citations

J.N. Stroh, George Hripcsak, Cecilia C. Low Wang, Tellen D. Bennett, Julia Wrobel +5 more

Personalizing the Pressure Reactivity Index for Quantifying Cerebral Autoregulation in Neurocritical Care

medRxiv(2023)10.1101/2023.05.08.23289682

N/A

0DataRank · unranked

0 citations

J.N. Stroh, Brandon Foreman, Soojin Park, the TRACK-TBI Study Investigators, Tellen D. Bennett +2 more

Quantifiable identification of flow-limited ventilator dyssynchrony with the deformed lung ventilator model

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.108349

N/A

0DataRank · unranked

10 citations

Bradford J. Smith, Peter D. Sottile, George Hripcsak, David J. Albers, Deepak K. Agrawal

Dynamic driving pressure predicts ventilator-induced lung injury in mice with and without endotoxin-induced acute lung injury

American Journal of Physiology-Lung Cellular and Molecular Physiology(2024)10.1152/ajplung.00176.2024

N/A

0DataRank · unranked

6 citations

Alexander Sosa, Andrew Colson, Huda Farooqi, Elizabeth Kaye, K Warner +4 more

A stochastic model-based control methodology for glycemic management in the intensive care unit

Frontiers in Medical Engineering(2024)10.3389/fmede.2024.1419786

N/A

0DataRank · unranked

2 citations

George Hripcsak, Cecilia C. Low Wang, J.N. Stroh, Yanran Wang, Tellen D. Bennett +3 more

The Recent Increase in Invasive Bacterial Infections: A Report From the National COVID Cohort Collaborative

The Pediatric Infectious Disease Journal(2024)10.1097/inf.0000000000004575

N/A

0DataRank · unranked

3 citations

Peter E. DeWitt, Seth Russell, Melissa A Haendel, L. Nelson Sanchez‐Pinto, David J. Albers +4 more

A Stochastic Model-Based Control Methodology for Glycemic Management in the Intensive Care Unit

arXiv (Cornell University)(2024)10.48550/arxiv.2403.14934

N/A

0DataRank · unranked

0 citations

George Hripcsak, Cecilia C. Low Wang, J.N. Stroh, Yanran Wang, Tellen D. Bennett +3 more

Personalizing the Pressure Reactivity Index for Quantifying Cerebral Autoregulation in Neurocritical Care

IEEE Transactions on Biomedical Engineering(2025)10.1109/tbme.2025.3570249

N/A

0DataRank · unranked

3 citations

J.N. Stroh, Brandon Foreman, Soojin Park, Tellen D. Bennett, David J. Albers +1 more

A multiobjective optimization approach to data assimilation for complex biological systems with sparse data

Mathematical Biosciences(2025)10.1016/j.mbs.2025.109605

N/A

0DataRank · unranked

1 citations

George Hripcsak, Lena Mamykina, Melike Sirlanci, Esteban G. Tabak, David J. Albers

Computer model-based injury prediction and evaluation of lung function in mice with acute and ventilator-induced lung injuries

American Journal of Physiology-Lung Cellular and Molecular Physiology(2025)10.1152/ajplung.00248.2025

N/A

0DataRank · unranked

0 citations

Alexander Sosa, K Warner, David J. Albers, Peter D. Sottile, Bradford J. Smith +1 more

Empirical phenotyping of joint patient-care data supports hypothesis-driven investigation of mechanical ventilation consequences

Scientific Reports(2025)10.1038/s41598-025-24489-4

N/A

0DataRank · unranked

0 citations

Peter D. Sottile, Yanran Wang, Bradford J. Smith, Tellen D. Bennett, Marc Moss +2 more

Developing A Data Pipeline to Quantify Ventilator Waveforms

medRxiv(2025)10.1101/2025.10.28.25339000

Top 100%

0DataRank

Top 100%0 citations

Lenny Larchick, J.N. Stroh, David J. Albers, Bradford J. Smith, Peter D. Sottile

Equipping mathematical models for hospital dynamics using information theory

npj Digital Medicine(2025)10.1038/s41746-025-02013-2

N/A

0DataRank · unranked

0 citations

Jackson G. Brandberg, Robert T. Andris, Ian German Mesner, Daniel Nametz, Murad Megjhani +11 more

Interdisciplinary development and application of computational methods in informatics for clinical applications

Journal of the American Medical Informatics Association(2026)10.1093/jamia/ocaf209

N/A

0DataRank · unranked

0 citations

Kenrick Cato, Anita Layton, Sarah Collins Rossetti, David J. Albers

Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab006

N/A

0DataRank · unranked

42 citations

Chris Knaplund, David J. Albers, Patricia C. Dykes, Min Jeoung Kang, Tom Z Korach +9 more

A Damaged-Informed Lung Ventilator Model for Ventilator Waveforms

Frontiers in Physiology(2021)10.3389/fphys.2021.724046

N/A

0DataRank · unranked

17 citations

Bradford J. Smith, Peter D. Sottile, David J. Albers, Deepak K. Agrawal

Real-time electronic health record mortality prediction during the COVID-19 pandemic: a prospective cohort study

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab100

N/A

0DataRank · unranked

16 citations

David J. Albers, Peter E. DeWitt, Seth Russell, J.N. Stroh, David Kao +9 more

Real-Time Electronic Health Record Mortality Prediction During the COVID-19 Pandemic: A Prospective Cohort Study

medRxiv(2021)10.1101/2021.01.14.21249793

N/A

0DataRank · unranked

11 citations

David J. Albers, Peter E. DeWitt, Seth Russell, J.N. Stroh, David Kao +9 more

David J. Albers

Indexed papers

Top data-sharing exemplar

Papers