Artur Dubrawski
机构: Carnegie Mellon University
每年引用次数
引用次数
引用: 3,814
H-指数: 31
I10-指数 : 81
出版物: 353
Predicting neurological recovery with Canonical Autocorrelation Embeddings.
Maria De-Arteaga , Jieshi Chen , Peter Huggins , Jonathan Elmer
PLOS ONE 14 ( 1)
2
2019
Risk for Cardiorespiratory Instability Following Transfer to a Monitored Step-Down Unit.
Eliezer Bose , Lujie Chen , Gilles Clermont , Artur Dubrawski
Respiratory Care 62 ( 4) 415 -422
3
2017
Gamma-Ray Source Detection With Small Sensors
Kyle Miller , Artur Dubrawski
IEEE Transactions on Nuclear Science 65 ( 4) 1047 -1058
10
2018
Gamma-Ray Source Detection Under Occlusions and Position Errors in Cluttered Urban Scenes
Kyle Miller , Jack H. Good , Ian Fawaz , Dan Howarth
IEEE Transactions on Nuclear Science 67 ( 6) 1185 -1194
1
2020
Analysis of Source Detectability With Fast-Moving Sensors
James Kyle Miller , Nicholas Gisolfi , Artur Dubrawski
IEEE Transactions on Nuclear Science 67 ( 10) 2278 -2285
2020
Is there an information hierarchy among hemodynamic variables for early identification of occult hemorrhage
Andre Holder , Mathieu Guillame-Bert , Karen Chen , Peter Huggins
Journal of Critical Care 28 ( 6)
2013
Prognostication of Neurological Recovery by Analyzing Structural Breaks in EEG Data
David Bethge , Jieshi Chen , Oliver Grothe , Jonathan Elmer
2019 International Conference on Data Mining Workshops (ICDMW) 933 -940
2019
Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data
Chirag Nagpal , Kyle Miller , Tiffany Pellathy , Marilyn Hravnak
2017 IEEE International Conference on Data Mining Workshops (ICDMW) 478 -485
2
2017
Stochastic validation for automated tuning of neural network's hyper-parameters
Artur Dubrawski ,
Robotics and Autonomous Systems 21 ( 1) 83 -93
13
1997
Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data.
Lujie Chen , Artur Dubrawski , Donghan Wang , Madalina Fiterau
Critical Care Medicine 44 ( 7)
71
2016
Increasing Cardiovascular Data Sampling Frequency and Referencing It to Baseline Improve Hemorrhage Detection.
Anthony Wertz , Andre L. Holder , Mathieu Guillame-Bert , Gilles Clermont
Critical care explorations 1 ( 10)
3
2019
A call to alarms: Current state and future directions in the battle against alarm fatigue.
Marilyn Hravnak , Tiffany Pellathy , Lujie Chen , Artur Dubrawski
Journal of Electrocardiology 51 ( 6)
12
2018
Quantifying the Relationship between Large Public Events and Escort Advertising Behavior
Benedikt Boecking , Kyle Miller , Emily Kennedy , Artur Dubrawski
Journal of Human Trafficking 5 ( 3) 220 -237
6
2019
Leveraging Publicly Available Data to Discern Patterns of Human-Trafficking Activity
Artur Dubrawski , Kyle Miller , Matthew Barnes , Benedikt Boecking
Journal of Human Trafficking 1 ( 1) 65 -85
35
2015
Automatic state discovery for unstructured audio scene classification
Julian Ramos , Sajid Siddiqi , Artur Dubrawski , Geoffrey Gordon
international conference on acoustics, speech, and signal processing 2154 -2157
4
2010
Learning temporal rules to forecast instability in continuously monitored patients.
Mathieu Guillame-Bert , Artur Dubrawski , Donghan Wang , Marilyn Hravnak
Journal of the American Medical Informatics Association 24 ( 1) 47 -53
18
2017
Discriminating Cognitive Disequilibrium and Flow in Problem Solving: A Semi-Supervised Approach Using Involuntary Dynamic Behavioral Signals
Mononito Goswami , Lujie Chen , Artur Dubrawski
national conference on artificial intelligence 34 ( 01) 420 -427
4
2020
Learning from learning curves: discovering interpretable learning trajectories
Lujie Chen , Artur Dubrawski
international learning analytics knowledge conference 544 -545
2
2017
Real alerts and artifact classification in archived multi-signal vital sign monitoring data: implications for mining big data.
Marilyn Hravnak , Lujie Chen , Artur Dubrawski , Eliezer Bose
Journal of Clinical Monitoring and Computing 30 ( 6) 875 -888
20
2016
Detection of radioactive sources in urban scenes using Bayesian Aggregation of data from mobile spectrometers
Prateek Tandon , Peter Huggins , Rob Maclachlan , Artur Dubrawski
Information Systems 57 195 -206
17
2016
Michael R Pinsky, MD Gilles Clermont Madalina Fiterau Benedikt Boecking Eliezer Bose Jieshi Chen Chirag Nagpal Maheshkumar Sabhnani Yichong Xu Jeff Schneider Maria De-Arteaga Anthony Wertz Andrew Moore Matt Barnes Prateek Tandon Srinivasa Narasimhan Daniel B. Neill Saswati Ray Chao Liu Robert MacLachlan