Li-wei H. Lehman

Computer ScienceMedicine

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 1%percentile

19.0Author 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.

MIMIC-III, a freely accessible critical care database

Scientific Data(2016)10.1038/sdata.2016.35

Top 1%

11.0DataRank

Top 1%8224 citations

Tom J. Pollard, Lu Shen, Li-wei H. Lehman, Mengling Feng, Mohammad Ghassemi +6 more

Papers

Driven by 18 papers — median percentile 99. Top paper: “MIMIC-III, a freely accessible critical care database”.

MIMIC-III, a freely accessible critical care database

Scientific Data(2016)10.1038/sdata.2016.35

Top 1%

11.0DataRank

Top 1%8224 citations

Tom J. Pollard, Lu Shen, Li-wei H. Lehman, Mengling Feng, Mohammad Ghassemi +6 more

MIMIC-IV, a freely accessible electronic health record dataset

Scientific Data(2023)10.1038/s41597-022-01899-x

Top 2%

8.0DataRank

Top 2%2913 citations

Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng +8 more

Automated de-identification of free-text medical records

BMC Medical Informatics and Decision Making(2008)10.1186/1472-6947-8-32

N/A

0.905DataRank · unranked

417 citations

Margaret M Douglass, Li-wei H. Lehman, Andrew Reisner, Mauricio Villarroel, William J. Long +6 more

Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance

British Journal of Anaesthesia(2021)10.1016/j.bja.2021.04.035

N/A

0DataRank · unranked

12 citations

Li-wei H. Lehman, Roger G. Mark, Daniel Talmor, Somnath Bose, Zachary Shahn

A contrastive learning approach for ICU false arrhythmia alarm reduction

Scientific Reports(2022)10.1038/s41598-022-07761-9

N/A

0DataRank · unranked

21 citations

Guoshuai Zhao, Jun Li, Gan Sun, Xueming Qian, Benjamin Moody +3 more

Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power

Respiratory Care(2022)10.4187/respcare.10258

N/A

0DataRank · unranked

8 citations

Stephanie Hu, Mingyu Lu, Alistair E. W. Johnson, Somnath Bose, Maximilian S. Schaefer +4 more

A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871055

N/A

0DataRank · unranked

10 citations

Cristian Drudi, Li-wei H. Lehman, Riccardo Barbieri, Maximiliano Mollura

Knowledge Distillation via Constrained Variational Inference

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i7.20786

N/A

0DataRank · unranked

4 citations

Yuria Utsumi, Li Sun, Kayhan Batmanghelich, Li-wei H. Lehman, Ardavan Saeedi

Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871512

N/A

0DataRank · unranked

2 citations

Claudia Salerni, Li-wei H. Lehman, Riccardo Barbieri, Maximiliano Mollura

Forecasting Treatment Outcomes Over Time Using Alternating Deep Sequential Models

IEEE Transactions on Biomedical Engineering(2023)10.1109/tbme.2023.3331298

N/A

0DataRank · unranked

7 citations

Guoshuai Zhao, Yuerong Zhou, Xueming Qian, B. Elias, Li-wei H. Lehman +1 more

Effects of aggressive and conservative strategies for mechanical ventilation liberation

Journal of Critical Care(2023)10.1016/j.jcrc.2023.154275

N/A

0DataRank · unranked

5 citations

Aman Choudhri, Boris Jung, Daniel Talmor, Li-wei H. Lehman, Elias Baedorf-Kassis +1 more

A Diffusion Model with Contrastive Learning for ICU False Arrhythmia Alarm Reduction

(2023)10.24963/ijcai.2023/546

N/A

0DataRank · unranked

4 citations

Guoshuai Zhao, Xueming Qian, Li-wei H. Lehman, Feng Wu

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

Computing in cardiology(2023)10.22489/cinc.2023.072

N/A

0DataRank · unranked

1 citations

Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-wei H. Lehman +2 more

A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features

IEEE Open Journal of Engineering in Medicine and Biology(2024)10.1109/ojemb.2024.3367236

N/A

0DataRank · unranked

8 citations

Maximiliano Mollura, Li-wei H. Lehman, Riccardo Barbieri, Cristian Drudi

The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure

Journal of Critical Care(2024)10.1016/j.jcrc.2024.154803

N/A

0DataRank · unranked

1 citations

Boris Jung, Daniel Talmor, Edward H. Kennedy, Li-wei H. Lehman, Elias Baedorf-Kassis +1 more

G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes

PubMed(2024)10.48550/arxiv.2406.05504

N/A

0DataRank · unranked

1 citations

Feng Wu, Deng, Leon, Megan Su, Li-wei H. Lehman, Hong Xiong

Robust Low-Rank Discovery of Data-Driven Partial Differential Equations

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5420

N/A

0DataRank · unranked

25 citations

Gan Sun, Guoshuai Zhao, Li-wei H. Lehman, Jun Li

Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

IEEE Transactions on Neural Systems and Rehabilitation Engineering(2021)10.1109/tnsre.2021.3110665

N/A

0DataRank · unranked

248 citations

Youfang Lin, Jing Wang, Xiaojun Ning, Yuanlai He, Ronghao Zhou +3 more

Li-wei H. Lehman

Indexed papers

Top data-sharing exemplar

Papers