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Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea
  Detection

Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection

22 May 2019
K. Nikolaidis
Stein Kristiansen
V. Goebel
T. Plagemann
Knut Liestøl
Mohan S. Kankanhalli
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection"

10 / 10 papers shown
Title
A Review on Generative AI Models for Synthetic Medical Text, Time
  Series, and Longitudinal Data
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
Mohammad Loni
Fatemeh Poursalim
Mehdi Asadi
Arash Gharehbaghi
SyDa
120
2
0
19 Nov 2024
Generative adversarial networks in time series: A survey and taxonomy
Generative adversarial networks in time series: A survey and taxonomy
Eoin Brophy
Zhengwei Wang
Qi She
Tomas E. Ward
EGVMAI4TS
76
57
0
23 Jul 2021
OCT-GAN: Neural ODE-based Conditional Tabular GANs
OCT-GAN: Neural ODE-based Conditional Tabular GANs
Jayoung Kim
Jinsung Jeon
Jaehoon Lee
Jihyeon Hyeong
Noseong Park
96
37
0
31 May 2021
ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea
  Detection
ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection
Guanjie Huang
Fenglong Ma
63
11
0
07 May 2021
Using Under-trained Deep Ensembles to Learn Under Extreme Label Noise
Using Under-trained Deep Ensembles to Learn Under Extreme Label Noise
K. Nikolaidis
T. Plagemann
Stein Kristiansen
V. Goebel
Mohan Kankanhalli
NoLaUQCV
52
3
0
23 Sep 2020
My Health Sensor, my Classifier: Adapting a Trained Classifier to
  Unlabeled End-User Data
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data
K. Nikolaidis
Stein Kristiansen
T. Plagemann
V. Goebel
Knut Liestøl
...
G. Traaen
Britt Overland
Harriet Akre
L. Aakerøy
S. Steinshamn
OOD
82
1
0
22 Sep 2020
An Empirical Survey of Data Augmentation for Time Series Classification
  with Neural Networks
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks
Brian Kenji Iwana
S. Uchida
AI4TS
90
505
0
31 Jul 2020
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast
  With GAN
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN
Alireza Koochali
Andreas Dengel
Sheraz Ahmed
AI4TS
82
31
0
03 May 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a
  Discriminative Teacher
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher
Brian Kenji Iwana
S. Uchida
AI4TS
83
93
0
19 Apr 2020
Time Series Data Augmentation for Deep Learning: A Survey
Time Series Data Augmentation for Deep Learning: A Survey
Qingsong Wen
Liang Sun
Fan Yang
Xiaomin Song
Jing Gao
Xue Wang
Huan Xu
AI4TS
131
649
0
27 Feb 2020
1