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04/01/2022
Robust Neonatal Face Detection in Real-world Clinical Settings
Current face detection algorithms are extremely generalized and can obta...
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08/05/2021
Pattern Recognition in Vital Signs Using Spectrograms
Spectrograms visualize the frequency components of a given signal which ...
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12/03/2020
Multimodal Spatio-Temporal Deep Learning Approach for Neonatal Postoperative Pain Assessment
The current practice for assessing neonatal postoperative pain relies on...
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03/24/2020
First Investigation Into the Use of Deep Learning for Continuous Assessment of Neonatal Postoperative Pain
This paper presents the first investigation into the use of fully automa...
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09/05/2019
Harnessing the Power of Deep Learning Methods in Healthcare: Neonatal Pain Assessment from Crying Sound
Neonatal pain assessment in clinical environments is challenging as it i...
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08/25/2019
Multi-Channel Neural Network for Assessing Neonatal Pain from Videos
Neonates do not have the ability to either articulate pain or communicat...
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01/14/2019
Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop
Lack of enough labeled data is a major problem in building machine learn...
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10/04/2018
A method to Suppress Facial Expression in Posed and Spontaneous Videos
We address the problem of suppressing facial expressions in videos becau...
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07/04/2018
Neonatal Pain Expression Recognition Using Transfer Learning
Transfer learning using pre-trained Convolutional Neural Networks (CNNs)...
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07/01/2016