Michael D. Howell

13 papers B 3C 1Misc 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Privacy-first health research with federated learning.
npj Digit. Medicine
Adam Sadilek, Luyang Liu, Dung Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader, Alex Ingerman, Stefan Mellem, Peter Kairouz, Elaine O. Nsoesie, Jamie Macfarlane, Anil Vullikanti, Madhav V. Marathe, Paul Eastham, John S. Brownstein, Blaise Agüera y Arcas, Michael D. Howell, John Hernandez
2020 J jnl
Customization scenarios for de-identification of clinical notes.
BMC Medical Informatics Decis. Mak.
Tzvika Hartman, Michael D. Howell, Jeff Dean, Shlomo Hoory, Ronit Slyper, Itay Laish, Oren Gilon, Danny Vainstein, Greg Corrado, Katherine Chou, Ming Jack Po, Jutta Williams, Scott Ellis, Gavin Bee, Avinatan Hassidim, Rony Amira, Genady Beryozkin, Idan Szpektor, Yossi Matias
2020 — conf
Explaining an increase in predicted risk for clinical alerts.
CHIL
Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew M. Dai, Michael D. Howell, Greg Corrado, Claire Cui, Moritz Hardt
2019 J jnl
Explaining an increase in predicted risk for clinical alerts.
CoRR
Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew M. Dai, Michael D. Howell, Greg Corrado, Claire Cui, Moritz Hardt
2018 J jnl
Scalable and accurate deep learning for electronic health records.
CoRR
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Peter J. Liu, Xiaobing Liu, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Gavin E. Duggan, Gerardo Flores, Michaela Hardt, Jamie Irvine, Quoc V. Le, Kurt Litsch, Jake Marcus, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Greg Corrado, Jeff Dean
2018 J jnl
Scalable and accurate deep learning with electronic health records.
npj Digit. Medicine
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Michaela Hardt, Peter J. Liu, Xiaobing Liu, Jake Marcus, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Yi Zhang, Gerardo Flores, Gavin E. Duggan, Jamie Irvine, Quoc Le, Kurt Litsch, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Gregory S. Corrado, Jeffrey Dean
2017 — conf
A Deeper Exploration of Contagious Risk and the Neighborhood Effect.
CRI
Anoop M. Mayampurath, Dana P. Edelson, Michael D. Howell, Matthew M. Churpek, Samuel L. Volchenboum
2012 Misc conf
Network Analysis of Digital Crumbs from an Electronic Health Record: From newborns to adults, ideas to applications.
AMIA
James E. Gray, Shane R. Reti, Henry J. Feldman, Patricia Folcarelli, Xiaoning Lu, Roger B. Davis, Michael D. Howell, Charles Safran
2011 C conf
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data.
CIDM
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
2011 B conf
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients.
FUZZ-IEEE
André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011 B conf
Predicting laboratory testing in intensive care using fuzzy and neural modeling.
FUZZ-IEEE
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011 B conf
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification.
FUZZ-IEEE
Ruben D. M. A. Pereira, André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Rui Jorge Almeida, Uzay Kaymak, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
2010 — conf
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques.
IPMU (2)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João Miguel da Costa Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein