| 08:00 AM - 08:20 AM |
981 2396 3071 |
Organizing Committee |
Registration |
| 08:20 AM - 08:30 AM |
981 2396 3071 |
Joseph Picone |
I01.00: J. Picone,
"Welcoming Remarks and Symposium Overview"
(
Video
)
|
| 08:30 AM - 09:30 AM |
981 2396 3071 |
Tao Ma |
I01.01: T. Ma,
"How Has Deep Learning Revolutionized Human Language Technology?"
(
Abstract,
Slides,
Video
)
|
| 09:30 AM - 10:00 AM |
N/A |
Organizing Committee |
Break |
| 10:00 AM - 10:20 AM |
981 2396 3071 |
Gari Ciodaro |
L01.01: G. Ciodaro, A. Jahanian Najafabadi and B. Godde,
"Resting State EEG Classification of Children With ADHD"
(
Paper,
Slides,
Video
)
|
| 10:20 AM - 10:40 AM |
981 2396 3071 |
Samaneh Nasiri |
L01.02: A. Einizade, M. Mozafari, S. Hajipour Sardouie, S. Nasiri
and G. Clifford,
"A Deep Learning-Based Method for Automatic Detection of
Epileptic Seizure in a Dataset With Both Generalized and Focal
Seizure Types"
(
Paper,
Slides,
Video
)
|
| 10:40 AM - 11:00 AM |
981 2396 3071 |
Maryam Ravan |
L01.03: K. Masychev, C. Ciprian and M. Ravan,
"Machine Learning Approach to Diagnose Schizophrenia Based on
Effective Connectivity of Resting EEG Data"
(
Paper,
Slides,
Video
)
|
| 11:00 AM - 11:20 AM |
981 2396 3071 |
Mashael Alzaid |
L01.04: M. Alzaid,
"A Comparative Study Between Classical Feature Engineering and RNNs
for Seizure Detection in Imbalanced Data"
(
Paper,
Slides,
Video
)
|
| 11:20 AM - 11:40 AM |
981 2396 3071 |
Jianbin Tang |
L01.05: S. Roy, U. Asif, J. Tang and S. Harrer,
"Seizure Type Classification Using EEG Signals and Machine Learning:
Setting a Benchmark"
(
Paper,
Slides,
Video
)
|
| 11:40 AM - 12:00 PM |
981 2396 3071 |
Chris Harvey |
L01.06: C. Harvey, A. Noheria and D. Tahmoush,
"Automated Pacing Artifact Removal in Electrocardiograms"
(
Paper,
Slides,
Video
)
|
| 12:00 PM - 12:30 PM |
N/A |
Organizing Committee |
Lunch |
| 12:30 PM - 12:35 PM |
981 2396 3071 |
Khem Narayan Poudel |
P01.01: M. Chowdhury, K. Poudel and Y. Hu,
"Detecting Abnormal PCG Signals and Extracting Cardiac Information
Employing Deep Learning and the Shannon Energy Envelope"
(
Abstract,
Summary,
Video
)
|
| 12:35 PM - 12:40 PM |
981 2396 3071 |
Md. Tanzil Hoque Chowdhury |
P01.02: M. Chowdhury, K. Poudel and Y. Hu,
"Compression, Denoising and Classification of ECG Signals using
the Discrete Wavelet Transform and Deep Convolutional
Neural Networks"
(
Abstract,
Summary,
Video
)
|
| 12:40 PM - 12:45 PM |
981 2396 3071 |
Shuimei Zhang |
P01.03: S. Zhang, S. Pavel and Y. Zhang,
"Crossterm-Free Time-Frequency Analyses Exploiting Deep Neural
Networks"
(
Abstract,
Summary,
Video
)
|
| 12:45 PM - 12:50 PM |
981 2396 3071 |
Ammar Ahmed |
P01.04: A. Ahmed and Y. Zhang,
"Radar-Based Dataset Development for Human Activity Recognition"
(
Abstract,
Summary,
Video
)
|
| 12:50 PM - 12:55 PM |
981 2396 3071 |
Tanvir Hassan |
P01.05: T. Hassan, R. Sandler, C. Price, A. Kassab
and H. Mansy,
"Detecting Hip Dysplasia Using Acoustic Excitation in a Pig Model"
(
Abstract,
Summary,
Video
)
|
| 12:55 PM - 01:00 PM |
981 2396 3071 |
Sayemul Islam |
P01.06: S. Islam, M. Park, R. Campbell and A. Kim,
"Ultrasound-Mediated Chemical Sensing Using Titanium
Dioxide (TiO2) Nanoparticles-Embedded Hydrogel
with Possibilities of Performance Enhancement Using Machine Learning"
(
Abstract,
Summary,
Video
)
|
| 01:00 PM - 01:05 PM |
981 2396 3071 |
Rajkumar Dhar |
P01.07: R. Dhar, R. Sandler, K. Manwaring and H. Mansy,
"Spectral Analysis of Tympanic Membrane Pulse Signal: An Approach
for Noninvasive Detection of Elevated Intracranial Pressure"
(
Abstract,
Summary,
Video
)
|
| 01:05 PM - 01:10 PM |
981 2396 3071 |
Nabila Shawki |
P01.08: N. Shawki, T. Elseify, T. Cap, V. Shah, I. Obeid
and J. Picone,
"A Deep Learning-Based Real-Time Seizure Detection System"
(
Abstract,
Summary,
Video
)
|
| 01:10 PM - 01:15 PM |
981 2396 3071 |
Ahmad Hamid |
P01.09: A. Hamid, K. Gagliano, S. Rahman, N. Tulin, V. Tchiong,
I. Obeid and J. Picone,
"The Temple University Artifact Corpus: An Annotated Corpus of EEG
Artifacts"
(
Abstract,
Summary,
Video
)
|
| 01:15 PM - 01:20 PM |
981 2396 3071 |
Safwanur Rahman |
P01.10: S. Rahman, A. Hamid, D. Ochal, I. Obeid and J. Picone,
"Improving the Quality of the TUSZ Corpus"
(
Abstract,
Summary,
Video
)
|
| 01:20 PM - 01:25 PM |
981 2396 3071 |
Vinothini Selvaraju |
P01.11: V. Selvaraju, P. Namadurai and R. Swaminathan,
"Analysis of Electromyography Burst Signals using Topological
Feature Extraction for Diagnosis of Preterm Birth"
(
Abstract,
Summary,
Video
)
|
| 01:25 PM - 01:30 PM |
981 2396 3071 |
Sanjay Chandrasekaran |
P01.12: J. Shiva, C. Sanjay, N. Makaram,
P. Karthick and R. Swaminathan,
"Analysis of Surface Electromyography Signals in Fatigue Conditions
Under Dynamic Contractions Using Time Difference of
Muscle Activations"
(
Abstract,
Summary,
Video
)
|
| 01:30 PM - 01:35 PM |
981 2396 3071 |
Pratikshya Mishra |
P01.13: P. Mishra and N. Salankar,
"Automation of Emotion Quadrant Identification by Using Second Order
Difference Plots and Support Vector Machines"
(
Abstract,
Summary,
Video
)
|
| 01:35 PM - 01:40 PM |
981 2396 3071 |
Halima Boutouil |
P01.14: L. Wei, R. Gerbatin, O. Mamad, H. Boutouil,
C. Reschke, M. Lowery, D. Henshall, G. Morris and C. Mooney,
"XGboost-based Method for Seizure Detection in
Mouse Models of Epilepsy"
(
Abstract,
Summary,
Video
)
|
| 01:40 PM - 01:45 PM |
981 2396 3071 |
Bonifasius Andrey Wicaksono |
P01.15: A. Wicaksono, T. Mengko and K. Iramina,
"Investigation of EEG Signal Response Using Event-Related Potential
(ERP) Towards Ishihara Pseudo-Isochromatic Visual Stimulus"
(
Abstract,
Summary,
Video
)
|
| 01:45 PM - 01:50 PM |
981 2396 3071 |
Chaitra Bhaskarachary |
P01.16: C. Bhaskarachary, A. Jahanian Najafabadi and B. Godde,
"Machine Learning Supervised Classification Methodology for Autism
Spectrum Disorder Based on Resting-State Electroencephalography
(EEG) Signals"
(
Abstract,
Summary,
Video
)
|
| 01:50 PM - 01:55 PM |
981 2396 3071 |
Marissa DelRocini |
P01.17: M. DelRocini, C. Angelini and G. Rasool,
"Identification of Abnormalities in Head Computerized Tomography
Scans"
(
Abstract,
Summary,
Video
)
|
| 02:00 PM - 03:00 PM |
981 2396 3071 |
Stefan Harrer |
I01.02: S. Harrer,
"Artificial Intelligence for Clinical Trial Design"
(
Abstract,
Slides,
Video
)
|
| 03:00 PM - 03:30 PM |
N/A |
Organizing Committee |
Break |
| 3:30 PM - 3:50 PM |
981 2396 3071 |
Guy Bar Yosef |
L02.01: J. Pedoeem, S. Abittan, G. Bar Yosef and S. Keene,
"TABS: Transformer Based Seizure Detection"
(
Paper,
Slides,
Video
)
|
| 3:50 PM - 4:10 PM |
981 2396 3071 |
Jonathan Dan |
L02.02: C. Chatzichristos, J. Dan, A. Narayanan, N. Seeuws,
K. Vandecasteele, M. De Vos, A. Bertrand and S. Van Huffel,
"Epileptic Seizure Detection in EEG via Fusion of Multi-View
Attention-Gated U-Net Deep Neural Networks"
(
Paper,
Slides,
Video
)
|
| 4:10 PM - 4:30 PM |
981 2396 3071 |
Lan Wei |
L02.03: L. Wei and C. Mooney,
"Epileptic Seizure Detection in Clinical EEGs Using an XGboost-based
Method"
(
Paper,
Slides,
Video
)
|
| 4:30 PM - 4:50 PM |
981 2396 3071 |
Anand Thygachandran |
L02.04: A. Thygachandran, M. Kumar, M. Sur,
R. Aghoram and H. Murthy,
"Seizure Detection Using Time Delay Neural Networks and LSTMs"
(
Paper,
Slides,
Video
)
|
| 4:50 PM - 5:10 PM |
981 2396 3071 |
Vinit Shah |
L02.05: V. Shah, I. Obeid, J. Picone, G. Ekladious, R. Iskander
and Y. Roy,
"Validation of Temporal Scoring Metrics for Automatic Seizure
Detection"
(
Paper,
Slides,
Video
)
|
| 5:10 PM - 5:30 PM |
981 2396 3071 |
Jordan Freitas |
L02.06: J. Freitas, A. Nguyen and W. Bosl,
"Confidence in the Qualified Crowd: A Platform for Sourcing EEG
Annotations"
(
Paper,
Slides,
Video
)
|
| 3:30 PM - 3:50 PM |
940 4940 7181 |
Yang Lu |
L03.01: Y. Lu, A. Harati, T. Rutowski, R. Oliveira, P. Chlebek
and E. Shriberg,
"Robust Speech and Natural Language Processing Models for Depression
Screening"
(
Paper,
Slides,
Video
)
|
| 3:50 PM - 4:10 PM |
940 4940 7181 |
Danielle MacAuliffe |
L03.02: D. McAuliffe, T. Kimec, C. Taylor and C. Thompson,
"Non-Linear Discharge of Human Motor Units During Linear
Time-Varying Contractions Across Motor Pools"
(
Paper,
Slides,
Video
)
|
| 4:10 PM - 4:30 PM |
940 4940 7181 |
Agustinus Sutandi |
L03.03: A. Sutandi, N. Dhillon, M. Lim, H. Cao and D. Si,
"Detection of Traumatic Brain Injury Using Single Channel
Electroencephalogram in Mice"
(
Paper,
Slides,
Video
)
|
| 4:30 PM - 4:50 PM |
940 4940 7181 |
Jack Andrews |
L03.04: J. Andrews, A. Vakil and J. Li,
"Biometric Authentication and Stationary Detection of Human Subjects
by Deep Learning of Passive Infrared (PIR) Sensor Data"
(
Paper,
Slides,
Video
)
|
| 4:50 PM - 5:10 PM |
940 4940 7181 |
Ethan Moyer |
L03.05: E. Moyer and A. Das,
"Machine Learning Applications to DNA Subsequence and Restriction
Site Analysis"
(
Paper,
Slides,
Video
)
|
| 5:10 PM - 5:30 PM |
940 4940 7181 |
Michael McCabe |
L03.06: M. McCabe,
"Book Publishing @ Springer"
(
Paper,
Slides,
Video
)
|
| 05:30 PM - 05:45 PM |
981 2396 3071 |
Joseph Picone |
J. Picone, "The Future of IEEE SPMB"
(
Video
)
|
Plenary Session No. 1
(Chair: Ivan Selesnick; Coordinator: Julien Simons)