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2020 – today
- 2024
[i1]Sujay Nagaraj, Andrew J. Goodwin, Dmytro Lopushanskyy, Danny Eytan, Robert W. Greer, Sebastian D. Goodfellow, Azadeh Assadi, Anand Jayarajan, Anna Goldenberg, Mjaye L. Mazwi:
Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Waveform Data. CoRR abs/2409.00041 (2024)- 2023
- [c5]Simanto Saha, Raquib-ul Alam, Andrea Samore, Andrew J. Goodwin, Michael Loong-Siong Wong, Alistair Lee McEwan, Collin Anderson:
Time-Embedded EEG Sequence Learning for Comatose Patients' Prognosis. CinC 2023: 1-4 - 2022
- [j4]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) - [j3]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) - 2021
- [j2]Michelle C. Spiegel, Annie N. Simpson, Achsah Philip, Carolyn M. Bell, Nandita R. Nadig, Dee W. Ford, Andrew J. Goodwin:
Development and implementation of a clinical decision support-based initiative to drive intravenous fluid prescribing. Int. J. Medical Informatics 156: 104619 (2021) - 2020
- [j1]Raquib-ul Alam, Haifeng Zhao, Andrew J. Goodwin, Omid Kavehei, Alistair Lee McEwan:
Differences in Power Spectral Densities and Phase Quantities Due to Processing of EEG Signals. Sensors 20(21): 6285 (2020) - [c4]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
2010 – 2019
- 2018
- [c3]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 - [c2]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
- [c1]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
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