Li-wei H. Lehman

5.9k citations

64 papers · 3.1k indexed · 3 hit papers · h-index 16

Cardiology and Cardiovascular Medicine top 2%
Artificial Intelligence top 2%
Epidemiology top 5%
Cognitive Neuroscience top 5%
Surgery top 10%

Co-authors: Roger G. Mark Benjamin Moody Alistair E. W. Johnson Gari D. Clifford Leo Anthony Celi Steven Horng Brian Gow Tom Pollard
Topics: Heart Rate Variability and Autonomic Control (15 papers)Sepsis Diagnosis and Treatment (15 papers)Hemodynamic Monitoring and Therapy (13 papers)
Cited by: Health Informatics Health Information Management Critical Care and Intensive Care Medicine
Journals: Circulation Research Scientific Reports Kidney International
Partner nations: United States Italy China

In The Last Decade

Li-wei H. Lehman

60 papers receiving 3.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

MIMIC-IV, a freely accessible electronic health record dataset

2023 1.1k citations Alistair E. W. Johnson, Steven Horng et al. profile →
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017

2017 560 citations Gari D. Clifford, Chengyu Liu et al. Computing in cardiology profile →
Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

2021 160 citations Li-wei H. Lehman et al. profile →

Peers

Countries citing papers authored by Li-wei H. Lehman

Since Specialization

Citations

This map shows the geographic impact of Li-wei H. Lehman's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Li-wei H. Lehman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Li-wei H. Lehman more than expected).

Fields of papers citing papers by Li-wei H. Lehman

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Li-wei H. Lehman. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Li-wei H. Lehman. The network helps show where Li-wei H. Lehman may publish in the future.

Co-authorship network of co-authors of Li-wei H. Lehman

This figure shows the co-authorship network connecting the top 25 collaborators of Li-wei H. Lehman. A scholar is included among the top collaborators of Li-wei H. Lehman based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Li-wei H. Lehman. Li-wei H. Lehman is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure 2024 ·Journal of Critical Care ·(unknown),Boris Jung,Daniel Talmor,Edward H. Kennedy,Li-wei H. Lehman,Elias Baedorf-Kassis	0
2	A Diffusion Model with Contrastive Learning for ICU False Arrhythmia Alarm Reduction 2023 ·Feng Wu,Guoshuai Zhao,Xueming Qian,Li-wei H. Lehman	2
3	Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? 2023 ·Computing in cardiology ·(unknown),Steven Horng,Seth J. Berkowitz,(unknown),Rahul G. Krishnan,Li-wei H. Lehman,Roger G. Mark	1
4	Optimal Fluid and Vasopressor Interventions in Septic ICU Patients Through Reinforcement Learning Model 2022 ·Computing in cardiology ·(unknown),(unknown),Li-wei H. Lehman,(unknown)	2
5	Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power 2022 ·Respiratory Care ·(unknown),(unknown),Mingyu Lu,Alistair E. W. Johnson,Somnath Bose,Maximilian S. Schaefer,Daniel Talmor,Li-wei H. Lehman,(unknown)	6
6	Knowledge Distillation via Constrained Variational Inference 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Ardavan Saeedi,(unknown),Li Sun,Kayhan Batmanghelich,Li-wei H. Lehman	2
7	A contrastive learning approach for ICU false arrhythmia alarm reduction 2022 ·Scientific Reports ·Yuerong Zhou,Guoshuai Zhao,Jun Li,Gan Sun,Xueming Qian,Benjamin Moody,Roger G. Mark,Li-wei H. Lehman	10
8	Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Sepsis Treatment 2020 ·arXiv (Cornell University) ·Mingyu Lu,(unknown),Daby Sow,Finale Doshi‐Velez,Li-wei H. Lehman	1
9	AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017 2017 ·DSpace@MIT (Massachusetts Institute of Technology) ·Benjamin Moody,Li-wei H. Lehman,Ikaro Silva,Amanda Johnson,Roger G. Mark	1
10	Estimating patient's health state using latent structure inferred from clinical time series and text 2017 ·PubMed ·(unknown),William J. Long,Alistair E. W. Johnson,Roger G. Mark,Li-wei H. Lehman	9
11	Phenotyping hypotensive patients in critical care using hospital discharge summaries 2017 ·PubMed ·Yang Dai,Sharukh Lokhandwala,William J. Long,Roger G. Mark,Li-wei H. Lehman	6
12	AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017breakdown → 2017 ·Computing in cardiology ·Gari D. Clifford,Chengyu Liu,Benjamin Moody,Li-wei H. Lehman,Ikaro Silva,Qiao Li,Alistair E. W. Johnson,Roger G. Mark	560
13	Outcome Prediction for Patients with Traumatic Brain Injury with Dynamic Features from Intracranial Pressure and Arterial Blood Pressure Signals: A Gaussian Process Approach 2016 ·Acta neurochirurgica. Supplementum ·Marco A. F. Pimentel,Thomas J. Brennan,Li-wei H. Lehman,Nicolas Kon Kam King,Beng-Ti Ang,Mengling Feng	8
14	Proton-pump inhibitor use is associated with low serum magnesium concentrations 2015 ·DSpace@MIT (Massachusetts Institute of Technology) ·John Danziger,Jeffrey H. William,Daniel Scott,Joon Lee,Li-wei H. Lehman,Roger G. Mark,Michael D. Howell,Leo Anthony Celi,Kenneth J. Mukamal	1
15	Hemodynamic monitoring using switching autoregressive dynamics of multivariate vital sign time series 2015 ·PubMed ·Li-wei H. Lehman,Shamim Nemati,Roger G. Mark	3
16	Uncovering clinical significance of vital sign dynamics in critical care 2014 ·Computing in Cardiology Conference ·Li-wei H. Lehman,Shamim Nemati,G.B. Moody,Thomas Heldt,Roger G. Mark	2
17	A Physiological Time Series Dynamics-Based Approach toPatient Monitoring and Outcome Prediction 2014 ·PMC ·Li-wei H. Lehman,Ryan P. Adams,Louis Mayaud,G.B. Moody,Atul Malhotra,Roger G. Mark,Shamim Nemati	2
18	Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort 2014 ·DSpace@MIT (Massachusetts Institute of Technology) ·M. A. Saeed,Li-wei H. Lehman,William F. Long,Roger G. Mark	3
19	Proton-pump inhibitor use is associated with low serum magnesium concentrations 2013 ·Kidney International ·John Danziger,Jeffrey H. William,Daniel Scott,Joon Lee,Li-wei H. Lehman,Roger G. Mark,Michael D. Howell,Leo Anthony Celi,Kenneth J. Mukamal	125
20	Discovering shared dynamics in physiological signals: Application to patient monitoring in ICU 2012 ·PubMed ·Li-wei H. Lehman,Shamim Nemati,Robert P. Adams,R.G. Mark	14

About Li-wei H. Lehman

Li-wei H. Lehman is a scholar working on Critical Care and Intensive Care Medicine, Signal Processing and Cardiology and Cardiovascular Medicine, having authored 64 papers that have together received 3.1k indexed citations. Recurring topics across this work include Heart Rate Variability and Autonomic Control (15 papers), Sepsis Diagnosis and Treatment (15 papers) and Hemodynamic Monitoring and Therapy (13 papers). The work is most often cited by research in Health Informatics (136 citations), Health Information Management (243 citations) and Critical Care and Intensive Care Medicine (196 citations). Li-wei H. Lehman has collaborated with scholars based in United States, Italy and China. Frequent co-authors include Roger G. Mark, Benjamin Moody, Alistair E. W. Johnson, Gari D. Clifford, Leo Anthony Celi, Steven Horng, Brian Gow, Tom Pollard, Sicheng Hao and Ayad Shammout. Their work appears in journals such as Circulation Research, Scientific Reports and Kidney International.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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