2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

BIO-3: Machine Learning for COVID-19 diagnosis

Session Type: Poster
Time: Tuesday, 8 June, 13:00 - 13:45
Location: Gather.Town
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