Correction of:: Sleep quality prediction from wearable data using deep learning

Aarti Sathyanarayana; Shafiq Joty; Luis Fernandez-Luque; Ferda Ofli; Jaideep Srivastava; Ahmed  Elmagarmid; Teresa Arora; Shahrad Taheri

doi:10.2196/mhealth.6953

Correction of: Sleep quality prediction from wearable data using deep learning

Aarti Sathyanarayana
, Shafiq Joty
, Luis Fernandez-Luque
, Ferda Ofli
, Jaideep Srivastava
, Ahmed Elmagarmid
, Teresa Arora
, Shahrad Taheri

Qatar Computing Research Institute

Hamad bin Khalifa University
Weill Cornell Medicine-Qatar

Research output: Contribution to journal › Article › peer-review

Abstract

The authors of “Sleep Quality Prediction From Wearable Data Using Deep Learning” (JMIR Mhealth Uhealth 2016;4(4):e125) have mistakenly written “linear regression” instead of “logistic regression” in the following 9 instances. Linear regression cannot be used for binary classification, and was not utilized in this methodology. In all the tables and in most of the cases authors wrote correctly “logistic regression,” however this typo needs to be fixed to avoid confusion in the following 9 instances:

Original language	English
Number of pages	3
Journal	JMIR mHealth and uHealth
Volume	4
Issue number	4
DOIs	https://doi.org/10.2196/mhealth.6953
Publication status	Published - 25 Nov 2016

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title = "Correction of:: Sleep quality prediction from wearable data using deep learning",

abstract = "The authors of “Sleep Quality Prediction From Wearable Data Using Deep Learning” (JMIR Mhealth Uhealth 2016;4(4):e125) have mistakenly written “linear regression” instead of “logistic regression” in the following 9 instances. Linear regression cannot be used for binary classification, and was not utilized in this methodology. In all the tables and in most of the cases authors wrote correctly “logistic regression,” however this typo needs to be fixed to avoid confusion in the following 9 instances:",

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AU - Sathyanarayana, Aarti

AU - Joty, Shafiq

AU - Fernandez-Luque, Luis

AU - Ofli, Ferda

AU - Srivastava, Jaideep

AU - Elmagarmid, Ahmed

AU - Arora, Teresa

AU - Taheri, Shahrad

PY - 2016/11/25

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AB - The authors of “Sleep Quality Prediction From Wearable Data Using Deep Learning” (JMIR Mhealth Uhealth 2016;4(4):e125) have mistakenly written “linear regression” instead of “logistic regression” in the following 9 instances. Linear regression cannot be used for binary classification, and was not utilized in this methodology. In all the tables and in most of the cases authors wrote correctly “logistic regression,” however this typo needs to be fixed to avoid confusion in the following 9 instances:

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DO - 10.2196/mhealth.6953

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JO - JMIR mHealth and uHealth

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Correction of: Sleep quality prediction from wearable data using deep learning

Abstract

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