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Peter Laussen
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Journal Articles
- 2022
- [j4]Azadeh Assadi, Peter C. Laussen, Gabrielle Freire, Marzyeh Ghassemi, Patricia Trbovich:
Decision-centered design of a clinical decision support system for acute management of pediatric congenital heart disease. Frontiers Digit. Health 4 (2022) - [j3]Azadeh Assadi, Peter C. Laussen, Andrew J. Goodwin, Sebastian Goodfellow, Will Dixon, Robert W. Greer, Anusha Jegatheeswaran, Devin Singh, Melissa D. McCradden, Sara N. Gallant, Anna Goldenberg, Danny Eytan, Mjaye L. Mazwi:
An integration engineering framework for machine learning in healthcare. Frontiers Digit. Health 4 (2022) - [j2]Andrew J. Goodwin, Danny Eytan, Will Dixon, Sebastian D. Goodfellow, Zakary Doherty, Robert W. Greer, Alistair Lee McEwan, Mark B. Tracy, Peter C. Laussen, Azadeh Assadi, Mjaye Mazwi:
Timing errors and temporal uncertainty in clinical databases - A narrative review. Frontiers Digit. Health 4 (2022) - 2017
- [j1]Ying Ling Lin, Anne-Marie Guerguerian, Jessica N. Tomasi, Peter Laussen, Patricia Trbovich:
"Usability of data integration and visualization software for multidisciplinary pediatric intensive care: a human factors approach to assessing technology". BMC Medical Informatics Decis. Mak. 17(1): 122:1-122:19 (2017)
Conference and Workshop Papers
- 2020
- [c5]Sebastian D. Goodfellow, Dmitrii Shubin, Robert W. Greer, Sujay Nagaraj, Carson McLean, Will Dixon, Andrew J. Goodwin, Azadeh Assadi, Anusha Jegatheeswaran, Peter C. Laussen, Mjaye Mazwi, Danny Eytan:
Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability. CinC 2020: 1-4 - 2018
- [c4]Sebastian D. Goodfellow, Andrew J. Goodwin, Robert Greer, Peter C. Laussen, Mjaye Mazwi, Danny Eytan:
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings. MLHC 2018: 83-101 - [c3]Sana Tonekaboni, Mjaye Mazwi, Peter Laussen, Danny Eytan, Robert Greer, Sebastian D. Goodfellow, Andrew J. Goodwin, Michael Brudno, Anna Goldenberg:
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU. MLHC 2018: 534-550 - 2017
- [c2]Andrew J. Goodwin, Sebastian Goodfellow, Danny Eytan, Robert Greer, Mjaye Mazwi, Peter Laussen:
Classification of Atrial Fibrillation Using Multidisciplinary Features and Gradient Boosting. CinC 2017 - 2013
- [c1]Michael McManus, Dimitar Baronov, Melvin Almodovar, Peter Laussen, Evan J. Butler:
Novel risk-based monitoring solution to the data overload in intensive care medicine. CDC 2013: 763-769
Coauthor Index
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