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Futoma, Joseph
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1

Statistical Deconvolution for Inference of Infection Time S..:

Miller, Andrew C. ; Hannah, Lauren A. ; Futoma, Joseph...
Epidemiology.  33 (2022)  4 - p. 470-479 , 2022
Link: https://doi.org/10.1097/..
 
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2

It's complicated: characterizing the time-varying relations..:

Jewell, Sean ; Futoma, Joseph ; Hannah, Lauren...
npj Digital Medicine.  4 (2021)  1 - p. , 2021
Link: https://doi.org/10.1038/..
 
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3

Generalization in Clinical Prediction Models: The Blessing ..:

Futoma, Joseph ; Simons, Morgan ; Doshi-Velez, Finale.
Critical Care Explorations.  3 (2021)  7 - p. e0453 , 2021
Link: https://doi.org/10.1097/..
 
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4

Preliminary results of a clinical research and innovation s..:

Sendak, Mark P. ; Gao, Michael ; Ratliff, William...
Healthcare.  9 (2021)  3 - p. 100555 , 2021
Link: https://doi.org/10.1016/..
 
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5

Real-World Integration of a Sepsis Deep Learning Technology..:

Sendak, Mark P ; Ratliff, William ; Sarro, Dina...
JMIR Medical Informatics.  8 (2020)  7 - p. e15182 , 2020
Link: https://doi.org/10.2196/..
 
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6

"The human body is a black box" : supporting clinical de..:

, In: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency,
Sendak, Mark ; Elish, Madeleine Clare ; Gao, Michael... - p. 99-109 , 2020
Link: https://dl.acm.org/doi/1..
 
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7

Machine learning for early detection of sepsis: an internal..:

Bedoya, Armando D ; Futoma, Joseph ; Clement, Meredith E...
JAMIA Open.  3 (2020)  2 - p. 252-260 , 2020
Link: https://doi.org/10.1093/..
 
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8

The myth of generalisability in clinical research and machi..:

Futoma, Joseph ; Simons, Morgan ; Panch, Trishan..
The Lancet Digital Health.  2 (2020)  9 - p. e489-e492 , 2020
Link: https://doi.org/10.1016/..
 
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9

A comparison of models for predicting early hospital readmi..:

Futoma, Joseph ; Morris, Jonathan ; Lucas, Joseph
Journal of Biomedical Informatics.  56 (2015)  - p. 229-238 , 2015
Link: https://doi.org/10.1016/..
 
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10

Label Shift Estimators for Non-Ignorable Missing Data:

Miller, Andrew C ; Futoma, Joseph
http://arxiv.org/abs/2310.18261.  , 2023
Link: http://arxiv.org/abs/231..
 
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11

Statistical Deconvolution for Inference of Infection Time S..:

Miller, Andrew C ; Hannah, Lauren A ; Futoma, Joseph...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148632/.  , 2022
Link: http://www.ncbi.nlm.nih...
 
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12

Statistical Deconvolution for Inference of Infection Time S..:

Miller, Andrew C ; Hannah, Lauren A ; Futoma, Joseph...
qt42s1f1h2.  , 2022
Link: https://escholarship.org..
 
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13

Generalization in Clinical Prediction Models: The Blessing ..:

Futoma, Joseph ; Simons, Morgan ; Doshi-Velez, Finale.
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238368/.  , 2021
Link: http://www.ncbi.nlm.nih...
 
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14

Model-based metrics: Sample-efficient estimates of predicti..:

Miller, Andrew C ; Gatys, Leon A ; Futoma, Joseph.
http://arxiv.org/abs/2104.12231.  , 2021
Link: http://arxiv.org/abs/210..
 
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15

Model-based Reinforcement Learning for Semi-Markov Decision..:

Du, Jianzhun ; Futoma, Joseph ; Doshi-Velez, Finale
http://arxiv.org/abs/2006.16210.  , 2020
Link: http://arxiv.org/abs/200..
 
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