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The 2021 IEEE Signal Processing in Medicine and Biology Symposium

Science Education and Research Center, Temple University, 1925 North 12th Street, Philadelphia, Pennsylvania, 19122, USA

December 4, 2021

IEEE

Technical Program

Time Meeting ID Presenter Session
Plenary Session No. 1 (Chair: Joseph Picone; Coordinator: Joseph Picone)
08:00 AM - 08:20 AM EST 990 7757 1783 Organizing Committee Registration
08:20 AM - 08:30 AM EST 990 7757 1783 Joseph
Picone		 I01.00: J. Picone, "Welcoming Remarks and Symposium Overview"
08:30 AM - 09:30 AM EST 990 7757 1783 Yaroslav
Koshka		 I01.01: Y. Koshka, "Quantum Machine Learning: Strategies based on Quantum Annealing and Gated Quantum Computing"
( Abstract, Slides, Video )
09:30 AM - 10:00 AM EST 990 7757 1783 Organizing Committee Break
Lecture Session No. 1 (Chair: Nashwa Nabil Elaraby; Coordinator: John Gorecki)
10:00 AM - 10:20 AM EST 990 7757 1783 Hezam
Albaqami		 L01.01: H. Albaqami, G. Hassan and A. Datta, "Comparison of WPD, DWT and DTCWT for Multi-Class Seizure Type Classification"
( Paper, Slides, Video )
10:20 AM - 10:40 AM EST 990 7757 1783 Vahid
Khalkhali		 L01.02: V. Khalkhali, N. Shawki, V. Shah, M. Golmohammadi, I. Obeid and J. Picone, "Low Latency Real-Time Seizure Detection Using Transfer Deep Learning"
( Paper, Slides, Video )
10:40 AM - 11:00 AM EST 990 7757 1783 David
Western		 L01.03: D. Western, T. Weber, R. Kandasamy, F. May, S. Taylor, Y. Zhu and L. Canham, "Automatic Report-Based Labelling of Clinical EEGs for Classifier Training"
( Paper, Slides, Video )
11:00 AM - 11:20 AM EST 990 7757 1783 James
Msonda		 L01.04: J. R. Msonda, Z. He and C. Lu, "Feature Reconstruction Based Channel Selection for Emotion Recognition Using EEG"
( Paper, Slides, Video )
11:20 AM - 11:40 AM EST 990 7757 1783 Sam
Rawal		 L01.05: S. Rawal and Y. Varatharajah, "SCORE-IT: A Machine Learning Framework for Automatic Standardization of EEG Reports"
( Paper, Slides, Video )
11:40 AM - 12:00 PM EST 990 7757 1783 Duong
Nhu		 L01.06: D. Nhu, M. Janmohamed, P. Perucca, A. Gilligan, P. Kwan, T. O’Brien, C. W. Tan and L. Kuhlmann, "Graph Convolutional Network For Generalized Epileptiform Abnormality Detection On EEG"
( Paper, Slides, Video )
Poster Session No. 1 (Chair: Ammar Ahmed; Coordinator: Abraham Paroya)
12:00 PM - 12:30 PM EST 990 7757 1783 Organizing Committee Lunch
12:30 PM - 12:35 PM EST 990 7757 1783 Saneesh
Thundiyil		 P01.01: S. Thundiyil, M. Thungamani and S.A. Hariprasad, "Big EEG Data Images for Convolutional Neural Networks"
( Abstract, Summary, Video )
12:35 PM - 12:40 PM EST 990 7757 1783 Vincent
Stragier		 P01.02: V. Stragier, P. Vanabelle and R. El Tahry, "Epileptic Seizure Detection on TUSZ: Statistics and Channel-wise Approach"
( Abstract, Summary, Video )
12:40 PM - 12:45 PM EST 990 7757 1783 Pinak
Raodeo		 P01.03: P. Raodeo, L. Brown, M. Hartig, T. Hassan, R.H. Sandler, C. Price and H.A. Mansy, "A Chicken Model for Acoustic Detection of Developmental Hip Dysplasia"
( Abstract, Summary, Video )
12:45 PM - 12:50 PM EST 990 7757 1783 Kiriaki
Rajotte		 P01.04: K. Rajotte, H. Wang, H. Wang, C. Dai, Z. Zhu, X. Huang and E. Clancy, "Simplified Whitening Filtering in the Processing of the Electromyogram"
( Abstract, Summary, Video )
12:50 PM - 12:55 PM EST 990 7757 1783 Sherif
Farahat		 P01.05: S. Ahdy, M. Azad, R. Sandler, N. Raval and H. Mansy, "Spatial Distribution of Seismocardiographic Signal Clustering"
( Abstract, Summary, Video )
12:55 PM - 01:00 PM EST 990 7757 1783 Rajkumar
Dhar		 P01.06: R. Dhar, R. H. Sandler, K. Manwaring and H. A. Mansy, "Noninvasive Detection of Elevated Intracranial Pressure Using Spectral Analysis of Tympanic Membrane Pulsation Signals"
( Abstract, Summary, Video )
01:00 PM - 01:05 PM EST 990 7757 1783 Ethan
Moyer		 P01.07: E. Moyer, I. Isozaki and D. Moberg, "A Multimodal Monitoring Approach to Predicting the Onset of Physiological Incidents Using Machine Learning"
( Abstract, Summary, Video )
01:05 PM - 01:10 PM EST 990 7757 1783 Anandh
Ramaniharan		 P01.08: A. K. Ramaniharan and L. Ver Hoef, "An Objective Method to Quantify Hippocampal Dentation on T2-Weighted High Resolution MR Images"
( Abstract, Summary, Video )
01:10 PM - 01:15 PM EST 990 7757 1783 Badrun
Rahman		 P01.09: B. Rahman, T. Hassan, M. Azad, R. H. Sandler and H. Mansy, "The Identification of Respiratory Phase Using Support Vector Machines and Extreme Gradient Boosting"
( Abstract, Summary, Video )
01:15 PM - 01:20 PM EST 990 7757 1783 Matthew
Miranda		 P01.10: T. Cap, A. Kreitzer, M. Miranda, D. Vadimsky and J. Picone, "IMLD: A Python-Based Interactive Machine Learning Demonstration"
( Abstract, Summary, Video )
01:20 PM - 01:25 PM EST 990 7757 1783 Zoe
Wevodau		 P01.11: Z. Wevodau, B. Doshna, N. Jhala, I. Akhtar, I. Obeid and J. Picone, "The Temple University Digital Pathology Corpus: The Breast Tissue Subset"
( Abstract, Summary, Video )
01:25 PM - 01:30 PM EST 990 7757 1783 Sidney
Chhin		 P01.12: G. Buckwalter, S. Chhin, S. Rahman, I. Obeid and J. Picone, "Recent Advances in the TUH EEG Corpus: Improving the Interrater Agreement for Artifacts and Epileptiform Events"
( Abstract, Summary, Video )
01:30 PM - 01:35 PM EST 990 7757 1783 Khem
Poudel		 P01.13: C. Thomas, Z. Watson, M. Kim, A. Baidya, M. Lamsal, M. H. Chowdhury, M. Basnet and K. N. Poudel, "Cryptocurrency Analysis using Machine Learning and Deep Learning"
( Abstract, Summary, Video )
01:35 PM - 01:40 PM EST 990 7757 1783 Sani
Saminu		 P01.14: S. Saminu, G. Xu, S. Zhang, A. E. K. Isselmou, A. H. Jabire, Y. K. Ahmed, H. A. Aliyu, M. J. Adamu, A. Y. Iliyasu and F. A. Umar, "A Novel Computer Aided Detection System for Detection of Focal and Non-Focal EEG Signals using Optimized Deep Neural Network"
( Abstract, Summary, Video )
01:40 PM - 01:45 PM EST 990 7757 1783 Velu
Kumaravel		 P01.15: V. Kumaravel, F. Paissan and E. Farella, "Towards a Domain-Specific Neural Network Approach for EEG Bad Channel Detection"
( Abstract, Summary, Video )
Plenary Session No. 2 (Chair: Joseph Picone; Coordinator: Joseph Picone)
02:00 PM - 03:00 PM EST 990 7757 1783 Aravind
Ganapathiraju		 I01.02: Conversational AI in Production - Challenges and Advances
( Abstract, Slides, Video )
03:00 PM - 03:30 PM EST 990 7757 1783 Organizing Committee Break
Lecture Session No. 2 (Chair: William Mongan; Coordinator: Javier Juarez Mendez)
3:30 PM - 3:50 PM EST 990 7757 1783 Hayford
Perry Fordson		 L02.01: H. Perry Fordson, X. Xing, K Guo and X. Xu, "A Feature Learning Approach Based on Multimodal Human Body Data for Emotion Recognition"
( Paper, Slides, Video )
3:50 PM - 4:10 PM EST 990 7757 1783 Mohamed
Shaban		 L02.02: S. Cahoon, F. Khan, M. Polk and M. Shaban, "Wavelet-Based Convolutional Neural Network for Parkinson’s Disease Detection in Resting-State Electroencephalography"
( Paper, Slides, Video )
4:10 PM - 4:30 PM EST 990 7757 1783 Jeffrey
Onners		 L02.03: J. Onners, M. Alam, B. Cichy, N. Wymbs and J. Lukos, "U-EEG: A Deep Learning Autoencoder for the Detection of Ocular Artifact in EEG Signal"
( Paper, Slides, Video )
4:30 PM - 4:50 PM EST 990 7757 1783 Tanvir
Hassan		 L02.04: T. Hassan, B. Rahman, R. H. Sandler and H. A. Mansy, "Effect of Normal Breathing and Breath holding on Seismocardiographic Signals and Heart Rate"
( Paper, Slides, Video )
4:50 PM - 5:10 PM EST 990 7757 1783 Ingrid
Rodríguez-León		 L02.05: I. Rodríguez-León, L. Alonso-Valerdi, S. Torres-Ramos and R. Salido-Ruiz, "Monitoring of Auditory Discrimination Therapy for Tinnitus Treatment Based on Event-Related (De-) Synchronization Maps"
( Paper, Slides, Video )
5:10 PM - 5:30 PM EST 990 7757 1783 Nabila
Shawki		 L02.06: N. Shawki, R. Rodriguez Nunez, I. Obeid and J. Picone, "On Automating Hyperparameter Optimization for Deep Learning Applications"
( Paper, Slides, Video )
Lecture Session No. 3 (Chair: Hansen Mansy; Coordinator: Fernanda Gutierrez)
3:30 PM - 3:50 PM EST 977 8503 1240 Tanzil
Chowdhury		 L03.01: M. Chowdhury, C. Li and K. Poudel, "Combining Deep Learning with Traditional Machine Learning to Improve Phonocardiography Classification Accuracy"
( Paper, Slides, Video )
3:50 PM - 4:10 PM EST 977 8503 1240 Gergő
Bogacsovics		 L03.02: G. Bogacsovics, A. Hajdu and B. Harangi, "Cell Segmentation in Digitized Pap Smear Images Using an Ensemble of Fully Convolutional Networks"
( Paper, Slides, Video )
4:10 PM - 4:30 PM EST 977 8503 1240 Skanda
Bharadwaj		 L03.03: S. Bharawdaj and M. Almekkawy, "Arterial Wall Motion Estimation in Carotid Artery Using Deep Learning with Extended Kalman Filter"
( Paper, Slides, Video )
4:30 PM - 4:50 PM EST 977 8503 1240 Ashwini
Subramanian		 L03.04: A. Subramanian, F. Shamsi and L. Najafizadeh, "On the Reliability of Frequency-Domain Features for fNIRS BCIs in the Presence of Pain"
( Paper, Slides, Video )
4:50 PM - 5:10 PM EST 977 8503 1240 S. R.
Manuskandan		 L03.05: S. R. Manuskandan and K. R. Anandh, "Laplace Beltrami Based Formulation of Corpus Callosum to Ventricle Ratio for the Analysis of Alzheimer’s Condition in T1-Weighted MR Images"
( Paper, Slides, Video )
5:10 PM - 5:30 PM EST 977 8503 1240 Katelyn
Fry-Hilderbrand		 L03.06: K. Fry-Hilderbrand, Y. P. Chen and A. Howard, "Validating a System to Monitor Motor Development of At-Risk Infants in Black Communities: A Case Study"
( Paper, Slides, Video )
Closing Remarks
05:30 PM - 05:45 PM EST 990 7757 1783 Joseph Picone J. Picone, "The Future of IEEE SPMB"

  • Organizing Committee

  • General Chairs
    • Joseph Picone (Temple)
    • Ivan Selesnick (NYU-Tandon)
  • Technical Program Chair
    • Albert Kim (Temple)
    • Amrita Sahu (Altria)
  • Program Chairs
    • Ammar Ahmed (Aptiv)
    • Nashwa Elaraby (Penn State)
    • Meysam Golmohammadi (IB)
    • Hansen Mansy (UCF)
    • William Mongan (Ursinus)
    • Iyad Obeid (Temple)
    • Khem Poudel (ERAU)
  • Industrial Liaison
    • Vaishali Amin (Temple)
  • Publications Chair
    • Georgios Lazarou (TAMUK)
  • Local Arrangements
    • Dennis Liang (Temple)