Andrew J. Goodwin

12 papers Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Development of Normative Ranges for Vital Signs and Differentiation by American Society of Anesthesiologists Physical Status Category: A Retrospective Observational Study.
J. Medical Syst.
Bruno Caracci, Will Dixon, Rilong Zhang, German Serrano, Spencer Vecile, Andrew J. Goodwin, Robert Greer, Clyde T. Matava, Alex Mariakakis, Asad Siddiqui
2024 — conf
Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data.
MLHC
Sujay Nagaraj, Andrew J. Goodwin, Dmytro Lopushanskyy, Sebastian D. Goodfellow, Danny Eytan, Hadrian Balaci, Robert Greer, Anand Jayarajan, Azadeh Assadi, Mjaye Leslie Mazwi, Anna Goldenberg
2024 J jnl
Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Waveform Data.
CoRR
Sujay Nagaraj, Andrew J. Goodwin, Dmytro Lopushanskyy, Danny Eytan, Robert W. Greer, Sebastian D. Goodfellow, Azadeh Assadi, Anand Jayarajan, Anna Goldenberg, Mjaye L. Mazwi
2023 — conf
Time-Embedded EEG Sequence Learning for Comatose Patients' Prognosis.
CinC
Simanto Saha, Raquib-ul Alam, Andrea Samore, Andrew J. Goodwin, Michael Loong-Siong Wong, Alistair Lee McEwan, Collin Anderson
2022 J jnl
An integration engineering framework for machine learning in healthcare.
Frontiers Digit. Health
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
2022 J jnl
Timing errors and temporal uncertainty in clinical databases - A narrative review.
Frontiers Digit. Health
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
2021 J jnl
Development and implementation of a clinical decision support-based initiative to drive intravenous fluid prescribing.
Int. J. Medical Informatics
Michelle C. Spiegel, Annie N. Simpson, Achsah Philip, Carolyn M. Bell, Nandita R. Nadig, Dee W. Ford, Andrew J. Goodwin
2020 J jnl
Differences in Power Spectral Densities and Phase Quantities Due to Processing of EEG Signals.
Sensors
Raquib-ul Alam, Haifeng Zhao, Andrew J. Goodwin, Omid Kavehei, Alistair Lee McEwan
2020 — conf
Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability.
CinC
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
2018 — conf
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU.
MLHC
Sana Tonekaboni, Mjaye Mazwi, Peter Laussen, Danny Eytan, Robert Greer, Sebastian D. Goodfellow, Andrew J. Goodwin, Michael Brudno, Anna Goldenberg
2018 — conf
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings.
MLHC
Sebastian D. Goodfellow, Andrew J. Goodwin, Robert Greer, Peter C. Laussen, Mjaye Mazwi, Danny Eytan
2017 — conf
Classification of Atrial Fibrillation Using Multidisciplinary Features and Gradient Boosting.
CinC
Andrew J. Goodwin, Sebastian Goodfellow, Danny Eytan, Robert Greer, Mjaye Mazwi, Peter Laussen