BIO-P2: Biomedical Signal Analysis |
| Session Type: Poster |
| Time: Wednesday, 6 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Se Young Chun, Ulsan National Institute of Science and Technology |
| BIO-P2.1: HIDDEN MARKOV MODELS FOR SEPSIS DETECTION IN PRETERM INFANTS |
| Antoine Honoré; KTH Royal Institute of Technology |
| Dong Liu; KTH Royal Institute of Technology |
| David Forsberg; Karolinska Institutet |
| Karen Coste; Karolinska Institutet |
| Eric Herlenius; Karolinska Institutet |
| Saikat Chatterjee; KTH Royal Institute of Technology |
| Mikael Skoglund; KTH Royal Institute of Technology |
| BIO-P2.2: BLOOD PRESSURE ESTIMATION FROM PPG SIGNALS USING CONVOLUTIONAL NEURAL NETWORKS AND SIAMESE NETWORK |
| Oded Schlesinger; Technion - Israel Institute of Technology |
| Nitai Vigderhouse; Technion - Israel Institute of Technology |
| Danny Eytan; Technion - Israel Institute of Technology |
| Yair Moshe; Technion - Israel Institute of Technology |
| BIO-P2.3: SPEECH BREATHING ESTIMATION USING DEEP LEARNING METHODS |
| Venkata Srikanth Nallanthighal; Philips Research, Eindhoven and Radboud University, Nijmegen |
| Aki Härmä; Philips Research, Eindhoven |
| Helmer Strik; Radboud University |
| BIO-P2.4: A FAST NON-CONTACT VITAL SIGNS DETECTION METHOD BASED ON REGIONAL HIDDEN MARKOV MODEL IN A 77GHZ LFMCW RADAR SYSTEM |
| Zengyang Mei; Southeast University |
| Qisong Wu; Southeast University |
| Zhengyu Hu; Southeast University |
| Jun Tao; Southeast University |
| BIO-P2.5: ROBUST LIKELIHOOD RATIO TEST USING ALPHA-DIVERGENCE |
| Aref Miri Rekavandi; University of Melbourne |
| Abd-Krim Seghouane; University of Melbourne |
| Robin Evans; University of Melbourne |
| BIO-P2.6: USING X-VECTORS TO AUTOMATICALLY DETECT PARKINSON'S DISEASE FROM SPEECH |
| Laureano Moro-Velazquez; Johns Hopkins University |
| Jesús Villalba; Johns Hopkins University |
| Najim Dehak; Johns Hopkins University |
| BIO-P2.7: LEARNING A COMMON GRANGER CAUSALITY NETWORK USING A NON-CONVEX REGULARIZATION |
| Parinthorn Manomaisaowapak; Chulalongkorn University |
| Jitkomut Songsiri; Chulalongkorn University |
| BIO-P2.8: SYNTHETIC DATA GENERATION THROUGH STATISTICAL EXPLOSION: IMPROVING CLASSIFICATION ACCURACY OF CORONARY ARTERY DISEASE USING PPG |
| Sakyajit Bhattacharya; Tata Consultancy Services |
| Oishee Mazumder; Tata Consultancy Services |
| Dibyendu Roy; Tata Consultancy Services |
| Aniruddha Sinha; Tata Consultancy Services |
| Avik Ghose; Tata Consultancy Services |
| BIO-P2.9: HIGH-ACCURACY CLASSIFICATION OF ATTENTION DEFICIT HYPERACTIVITY DISORDER WITH L2,1-NORM LINEAR DISCRIMINANT ANALYSIS |
| Yibin Tang; Hohai University |
| Xufei Li; Hohai University |
| Ying Chen; Columbia University |
| Yuan Zhong; Nanjing Normal University |
| Aimin Jiang; Hohai University |
| Xiaofeng Liu; Hohai University |
| BIO-P2.10: A NEURAL NETWORK-BASED SPIKE SORTING FEATURE MAP THAT RESOLVES SPIKE OVERLAP IN THE FEATURE SPACE |
| Jasper Wouters; Katholieke Universiteit Leuven |
| Fabian Kloosterman; Neuro-Electronics Research Flanders |
| Alexander Bertrand; Katholieke Universiteit Leuven |
| BIO-P2.11: GAIT PHASE SEGMENTATION USING WEIGHTED DYNAMIC TIME WARPING AND K-NEAREST NEIGHBORS GRAPH EMBEDDING |
| Tze-Shen Chen; National Tsing Hua University |
| Ting-Ya Lin; National Tsing Hua University |
| Y.-W. Peter Hong; National Tsing Hua University |
| BIO-P2.12: AUTOMATIC CLASSIFICATION OF VOLUMES OF WATER USING SWALLOW SOUNDS FROM CERVICAL AUSCULTATION |
| Siddharth Subramani; Indian Institute of Science |
| Achuth Rao M V; Indian Institute of Science |
| Divya Giridhar; Indian Institute of Science |
| Prasanna Suresh Hegde; Health Care Ltd Global Enterprises |
| Prasanta Kumar Ghosh; Indian Institute of Science, Bangalore |