Smart-Homes for eHealth: Uncertainty Management and Calibration

Tom Diethe; Peter A Flach

Smart-Homes for eHealth: Uncertainty Management and Calibration

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Abstract

We introduce the SPHERE project which is devoted to eHealth in a smart-home context, and discuss the implications for such a system in terms of the quantification and management of uncertainty for automated decision making in health care. We then discuss the importance of calibration in such systems, particularly in light of the differing operational contexts that will be encountered.

Original language	English
Number of pages	3
Publication status	Published - Dec 2015
Event	NIPS 2015 Workshop on Machine Learning in Healthcare - Montreal, Canada Duration: 7 Dec 2015 → 12 Dec 2015

Workshop

Workshop	NIPS 2015 Workshop on Machine Learning in Healthcare
Country/Territory	Canada
City	Montreal
Period	7/12/15 → 12/12/15

Structured keywords

Jean Golding
SPHERE

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2015_NIPS_Uncertainty_Calibration
This is the author accepted manuscript (AAM). The final published version (version of record) is available online via Neural Information Processing Systems at http://papers.nips.cc/.
Accepted author manuscript, 85.2 KBLicence: Unspecified

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SPHERE (EPSRC IRC)
Craddock, I. J., Coyle, D. T., Flach, P. A., Kaleshi, D., Mirmehdi, M., Piechocki, R. J., Stark, B. H., Ascione, R., Ashburn, A. M., Burnett, M. E., Damen, D., Gooberman-Hill, R., Harwin, W. S., Hilton, G., Holderbaum, W., Holley, A. P., Manchester, V. A., Meller, B. J., Stack, E. & Gilchrist, I. D.
1/10/13 → 30/09/18
Project: Research, Parent

Cite this

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title = "Smart-Homes for eHealth: Uncertainty Management and Calibration",

abstract = "We introduce the SPHERE project which is devoted to eHealth in a smart-home context, and discuss the implications for such a system in terms of the quantification and management of uncertainty for automated decision making in health care. We then discuss the importance of calibration in such systems, particularly in light of the differing operational contexts that will be encountered.",

author = "Tom Diethe and Flach, {Peter A}",

year = "2015",

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language = "English",

note = "NIPS 2015 Workshop on Machine Learning in Healthcare ; Conference date: 07-12-2015 Through 12-12-2015",

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TY - CONF

T1 - Smart-Homes for eHealth

T2 - NIPS 2015 Workshop on Machine Learning in Healthcare

AU - Diethe, Tom

AU - Flach, Peter A

PY - 2015/12

Y1 - 2015/12

N2 - We introduce the SPHERE project which is devoted to eHealth in a smart-home context, and discuss the implications for such a system in terms of the quantification and management of uncertainty for automated decision making in health care. We then discuss the importance of calibration in such systems, particularly in light of the differing operational contexts that will be encountered.

AB - We introduce the SPHERE project which is devoted to eHealth in a smart-home context, and discuss the implications for such a system in terms of the quantification and management of uncertainty for automated decision making in health care. We then discuss the importance of calibration in such systems, particularly in light of the differing operational contexts that will be encountered.

M3 - Conference Paper

Y2 - 7 December 2015 through 12 December 2015

ER -

Smart-Homes for eHealth: Uncertainty Management and Calibration

Abstract

Workshop

Structured keywords

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Projects

SPHERE (EPSRC IRC)

Cite this