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Perumpillichira J. Cherian

P. J. Cherian

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Journal Articles

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2019
[j3]
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  - journals/ijns/AnsariCCNVH19
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  - https://dblp.org/rec/journals/ijns/AnsariCCNVH19
Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo, Gunnar Naulaers, Maarten De Vos, Sabine Van Huffel:
Neonatal Seizure Detection Using Deep Convolutional Neural Networks. Int. J. Neural Syst. 29(4): 1850011:1-1850011:20 (2019)
2018
[j2]
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Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Leen De Wispelaere, Charlotte Dielman, Jan Vervisch, Paul Govaert, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel:
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. IEEE J. Biomed. Health Informatics 22(4): 1114-1123 (2018)
2016
[j1]
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Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Sabine Van Huffel, Maarten De Vos:
Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. IEEE Trans. Biomed. Eng. 63(5): 973-983 (2016)

Conference and Workshop Papers

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2017
[c4]
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Amir Hossein Ansari, P. J. Cherian, Alexander Caicedo, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel:
Improved neonatal seizure detection using adaptive learning. EMBC 2017: 2810-2813
2015
[c3]
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Amir Hossein Ansari, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, P. J. Cherian, Sabine Van Huffel:
Improvement of an automated neonatal seizure detector using a post-processing technique. EMBC 2015: 5859-5862
2012
[c2]
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  - conf/embc/MaticCJKNSGVHV12
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Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Gerhard H. Visser, Sabine Van Huffel, Maarten De Vos:
Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy. EMBC 2012: 17-20
2011
[c1]
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Perumpillichira J. Cherian, W. Deburchgraeve, Vladimir Matic, Maarten De Vos, Renate M. Swarte, Joleen H. Blok, Paul Govaert, Sabine Van Huffel, Gerhard H. Visser:
Improvement and Validation of an Automated Neonatal Seizure Detector. BIOSIGNALS 2011: 31-37

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