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Deep learning with convolutional neural networks for decoding and visualization of EEG pathology
Schirrmeister, R., Gemein, L., Eggensperger, K., Hutter, F., Ball, T.
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
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Conference Proceeding
An experimental study of deep convolutional features for iris recognition
Minaee, Shervin, Abdolrashidiy, Amirali, Yao Wang
Published in 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2016)
Published in 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2016)
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Conference Proceeding
Seizure Type Classification Using EEG Signals and Machine Learning: Setting a Benchmark
Roy, S., Asif, U., Tang, J., Harrer, S.
Published in IEEE Signal Processing in Medicine and Biology Symposium (05.12.2020)
Published in IEEE Signal Processing in Medicine and Biology Symposium (05.12.2020)
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Conference Proceeding
Optimizing channel selection for seizure detection
Shah, V., Golmohammadi, M., Ziyabari, S., Von Weltin, E., Obeid, I., Picone, J.
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
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Conference Proceeding
Gated recurrent networks for seizure detection
Golmohammadi, M., Ziyabari, S., Shah, V., Von Weltin, E., Campbell, C., Obeid, I., Picone, J.
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
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Conference Proceeding
Automated identification of abnormal adult EEGs
Lopez, S., Suarez, G., Jungreis, D., Obeid, I., Picone, J.
Published in 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2015)
Published in 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2015)
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Conference Proceeding
Journal Article
Epileptic Seizure Detection in Clinical EEGs Using an XGboost-based Method
Wei, L., Mooney, C.
Published in 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (05.12.2020)
Published in 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (05.12.2020)
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Conference Proceeding
Graph-Based Analysis of Brain Connectivity in Children and Adolescents Diagnosed with Major Depressive Disorder Compared to Aged-matched Healthy Control: An EEG Study
Bagh, K., Najafabadi, A. Jahanian
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
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Conference Proceeding
Effect of the Initial Condition on SCG Clustering using Unsupervised Machine Learning
Ahdy, S., Hassan, T., Rahman, B., Sandler, R., Mansy, H.
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
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Conference Proceeding
Deep Learning Based Ultrasound Tomography for Real-Time Brain Imaging
Gao, Q., Almekkawy, M.
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
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Conference Proceeding
SCG Signal Denoising Using Deep Learning
Hossen, M., Dhar, R., Sandler, R., Mansy, H.
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
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Conference Proceeding
Annotation of Ambulatory EEGs
Melles, A., Paderewski, M., Oymann, R., Shah, V., Salazar, J., Obeid, I., Picone, J.
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
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Conference Proceeding
Personalized Stress Detection using a Lightweight Machine Learning Framework With Convenient Wrist-Worn Sensors
Hasan, M., Mithun, S., Mahmud, M., Baral, S., Poudel, K.
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
Published in IEEE Signal Processing in Medicine and Biology Symposium (07.12.2024)
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Conference Proceeding
Exploring EEG-based biometrics for user identification and authentication
Qiong Gui, Zhanpeng Jin, Wenyao Xu
Published in 2014 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2014)
Published in 2014 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2014)
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Conference Proceeding
Exploring the Impact of Preprocessing Techniques on Retinal Blood Vessel Segmentation Using a Study Group Learning Scheme
Bashir, S., Rohail, K., Sadak, F., Hadi, M.U., Muneer, A., Ragab, M.G., Awais, M., Qureshi, R.
Published in 2023 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (02.12.2023)
Published in 2023 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (02.12.2023)
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Conference Proceeding
Epileptic Seizure Detection in EEG via Fusion of Multi-View Attention-Gated U-Net Deep Neural Networks
Chatzichristos, C., Dan, J., Narayanan, A. Mundanad, Seeuws, N., Vandecasteele, K., De Vos, M., Bertrand, A., Van Huffel, S.
Published in IEEE Signal Processing in Medicine and Biology Symposium (05.12.2020)
Published in IEEE Signal Processing in Medicine and Biology Symposium (05.12.2020)
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Conference Proceeding
The TUH EEG CORPUS: A big data resource for automated EEG interpretation
Harati, A., Lopez, S., Obeid, I., Picone, J., Jacobson, M. P., Tobochnik, S.
Published in 2014 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2014)
Published in 2014 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01.12.2014)
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Conference Proceeding
Improved Classification of Alzheimer's Disease With Convolutional Neural Networks
Muhammed, S., Upadhya, J., Poudel, S., Hasan, M., Donthula, K., Vargas, J., Ranganathan, J., Poudel, K.
Published in IEEE Signal Processing in Medicine and Biology Symposium (02.12.2023)
Published in IEEE Signal Processing in Medicine and Biology Symposium (02.12.2023)
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Conference Proceeding
Grouping similar seismocardiographic signals using respiratory information
Taebi, Amirtaha, Mansy, Hansen A.
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
Published in IEEE Signal Processing in Medicine and Biology Symposium (01.12.2017)
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Conference Proceeding