2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
BIO-3: Machine Learning for COVID-19 diagnosis |
| Session Type: Poster |
| Time: Tuesday, 8 June, 13:00 - 13:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Se Young Chun, Seoul National University |
| BIO-3.1: MULTI-LEVEL GROUP TESTING WITH APPLICATION TO ONE-SHOT POOLED COVID-19 TESTS |
| Alejandro Cohen; Massachusetts Institute of Technology |
| Nir Shlezinger; Ben-Gurion University of the Negev |
| Amit Solomon; Massachusetts Institute of Technology |
| Yonina C. Eldar; Weizmann Institute of Science |
| Muriel Medard; Massachusetts Institute of Technology |
| BIO-3.2: DETECTION OF COVID-19 THROUGH THE ANALYSIS OF VOCAL FOLD OSCILLATIONS |
| Mahmoud Al Ismail; Carnegie Mellon University |
| Soham Deshmukh; Carnegie Mellon University |
| Rita Singh; Carnegie Mellon University |
| BIO-3.3: CT-CAPS: FEATURE EXTRACTION-BASED AUTOMATED FRAMEWORK FOR COVID-19 DISEASE IDENTIFICATION FROM CHEST CT SCANS USING CAPSULE NETWORKS |
| Shahin Heidarian; Concordia University |
| Parnian Afshar; Concordia University |
| Arash Mohammadi; Concordia University |
| Moezedin Javad Rafiee; McGill University |
| Anastasia Oikonomou; University of Toronto |
| Konstantinos N. Plataniotis; University of Toronto |
| Farnoosh Naderkhani; Concordia University |
| BIO-3.4: FEW-SHOT LEARNING FOR CT SCAN BASED COVID-19 DIAGNOSIS |
| Yifan Jiang; Korea University |
| Han Chen; Korea University |
| David K. Han; Drexel University |
| Hanseok Ko; Korea University |
| BIO-3.5: GRAPH-BASED PYRAMID GLOBAL CONTEXT REASONING WITH A SALIENCY-AWARE PROJECTION FOR COVID-19 LUNG INFECTIONS SEGMENTATION |
| Huimin Huang; Zhejiang University |
| Ming Cai; Zhejiang University |
| Lanfen Lin; Zhejiang University |
| Jing Zheng; The First Affiliated Hospital |
| Xiongwei Mao; The First Affiliated Hospital |
| Xiaohan Qian; The First Affiliated Hospital |
| Zhiyi Peng; The First Affiliated Hospital |
| Jianying Zhou; The First Affiliated Hospital |
| Yutaro Iwamoto; Ritsumeikan University |
| Xian-Hua Han; Ritsumeikan University |
| Yen-Wei Chen; Ritsumeikan University |
| Ruofeng Tong; Zhejiang University |
| BIO-3.6: INTERPRETING GLOTTAL FLOW DYNAMICS FOR DETECTING COVID-19 FROM VOICE |
| Soham Deshmukh; Carnegie Mellon University |
| Mahmoud Al Ismail; Carnegie Mellon University |
| Rita Singh; Carnegie Mellon University |
| BIO-3.7: CYCLE GENERATIVE ADVERSARIAL NETWORK APPROACHES TO PRODUCE NOVEL PORTABLE CHEST X-RAYS IMAGES FOR COVID-19 DIAGNOSIS |
| Daniel I. Morís; University of A Coruña |
| Joaquim de Moura; University of A Coruña |
| Jorge Novo; University of A Coruña |
| Marcos Ortega; University of A Coruña |