An LSTM-based Recurrent Neural Network for Neonatal Sepsis Detection in Preterm Infants
Honora, A., Siren, H., Vinuesa, R., Chatterjee, S., Herlenius, E.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Cognitive and Acoustic Speech and Language Patterns Occurring in Different Neurodegenerative Disorders while Performing Neuropsychological Tests
Iglesias, M., Favaro, A., Motley, C., Oh, E. S., Stevens, R.D., Butala, A., Moro-Velazquez, L., Dehak, N.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Analysis of Interpretable Handwriting Features to Evaluate Motoric Patterns in Different Neurodegenerative Diseases
Kairamkonda, D. D., Mandaleeka, P. S., Favaro, A., Motley, C., Butala, A., Oh, E. S., Stevens, R.D., Dehak, N., Moro-Velazquez, L.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Analysis of the Impact of the Presence of Physical Pain in fNIRS-based BCI Systems
Subramanian, A., Shamsi, F., Najafizadeh, L.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Comparative Analysis of Functional Connectivity Metrics in EEG Datasets
Maratova, A., Lencastre, P., Yazidi, A., Lind, P.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
The Effect of Graph Frequencies on Dynamic Structures in Graph Signal Processing
Goerttler, S., Wu, M., He, F.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Kernel-based Nonlinear Manifold Learning for EEG Functional Connectivity Analysis with Application to Alzheimer's Disease
Gunawardena, R., Sarrigiannis, P. G., Blackburn, D. J., He, F.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
EEG Changes Correlated with Ischemia Across the Sexes in Carotid Endarterectomy
Du, K., Pedapati, V., Mina, A., Bradley, A., Espino, J., Batmanghelich, K., Thirumala, P., Visweswaran, S.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Frequency Domain Eigenspace-based Projection Minimum Variance for Ultrasound Imaging
Li, X., Wang, P., Li, Q.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
An Arduino Based Heartbeat Detection Device (ArdMob-ECG) for Real-Time ECG Analysis
Moller, T., Georgie, Y., Voss, M., Kaltwasser, L.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Non-invasive Evaluation of Muscle Fatigue Using Mechanomyography and Surface Electromyography - A Pilot Study
Benwali, A., Ferguson, Q.R., Farahat, S., Sandler, R.H., Hill, E., Mansy, H.A.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Detrusor Pressure Estimation from Single Channel Bladder Pressure Recordings
Abdelhady, M., Han, J., Majerus, S.J.A., Brody, L., Damaser, M.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Histopathology DatasetGAN: Synthesizing Large-Resolution Histopathology Datasets
Rizvi, S., Cicalese, P., Seshan, S., Sciascia, S., Becke, J., Nguyen, H.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Audible and Subaudible Components of the First and Second Heart Sounds
King, D., Voyatzoglou, A., Dhar, R., Sandler, R.H., Mansy, H.A.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Calibration of Automatic Seizure Detection Algorithms
Borovac, A., Runarsson, T. P., Thorvardsson, G., Gudmundsson, S.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Phonatory Analysis on Parkinson's Disease Patients Attending Singing and Discussion Therapy (Parkinsonics) using Signal Processing Techniques
Chen, C., Moro-Velazquez, L., Ozbolt, A. S., Butala, A., Pantelyat, A., Dehak, N.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding
Detecting Human Posterior Lens Surface Topographical Changes During Accommodation
Feldman, E., Chen, Y., Schachar, R., Cosman, P.
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
Published in 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (03.12.2022)
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Conference Proceeding