This paper is in the following e-collection/theme issue:

Wearable Devices and Sensors (978) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1554) Ubiquitous Health (uHealth) (130) Machine Learning (1694) Decision Support for Health Professionals (1326) Clinical Information and Decision Making (1612) Pulmonology, COPD (161) Environmental Health (92) Artificial Intelligence (1676) Fitness Trackers and Smart Pedometers/Accelerometers (606)

Published on in Vol 9, No 5 (2021): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/22591, first published .
Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

Authors of this article:

Chia-Tung Wu1 Author Orcid Image ;   Guo-Hung Li2 Author Orcid Image ;   Chun-Ta Huang3 Author Orcid Image ;   Yu-Chieh Cheng2 Author Orcid Image ;   Chi-Hsien Chen4 Author Orcid Image ;   Jung-Yien Chien3 Author Orcid Image ;   Ping-Hung Kuo3 Author Orcid Image ;   Lu-Cheng Kuo3 Author Orcid Image ;   Feipei Lai1 Author Orcid Image
Article Authors Cited by (72) Tweetations (4) Metrics
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JMIR Publications JMIR Publications @jmirpub

New in JMIR mhealth: Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using… https://t.co/sVPg2PWdWu

12:47 PM · May 06, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @jmirpub: New in JMIR mhealth: Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using #Wearable Device Da…

12:47 PM · May 06, 2021

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cpps cpps @_cpps_

慢性閉塞性肺疾患の急性増悪（AECOPD）に対して，ウェアラブル機器，家庭用空気清浄機，スマートフォンアプリ，および教師あり予測アルゴリズムを用いて平均4ヶ月のフォローアップデータを分析した。予測モデルは患者が今後7日間にAECO… https://t.co/tGJpesSjRL

1:11 AM · May 11, 2021

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Joren Buekers Joren Buekers @BuekersJoren

Exacerbation #prediction in patients with #COPD based on a combination of: - Wearable device⌚️(#HeartRate,… https://t.co/g1qxhNpKz0

10:06 AM · May 20, 2021

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COPD_research COPD_research @COPD_research

RT @BuekersJoren: Exacerbation #prediction in patients with #COPD based on a combination of: - Wearable device⌚️(#HeartRate, #PhysicalActi…

10:44 AM · May 20, 2021

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Patrick De Boever Patrick De Boever @deboevep

combining environmental data, context and biosignals for COPD exacerbation prediction. We were on the right track !… https://t.co/ozEazAW2AB

10:52 AM · May 20, 2021

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Guillaume Chevance Guillaume Chevance @GuillChevance

Complexity folks ???? @OlthofMerlijn @FredHasselman the few I know about prediction comes from you and I'm quite lost… https://t.co/MKYqoehPCZ

2:35 PM · Sep 03, 2021

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JudithGarciaAymerich JudithGarciaAymerich @judithgarciaaym

RT @GuillChevance: Complexity folks ???? @OlthofMerlijn @FredHasselman the few I know about prediction comes from you and I'm quite lost when…

9:36 AM · Sep 04, 2021

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