IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
BIO-L1: Biomedical Imaging and Signal Processing
Tue, 24 May, 13:00 - 15:30 China Time (UTC +8)
Tue, 24 May, 05:00 - 07:30 UTC
Location: Peony Ballroom 4401AB, 4402-3
Session Co-Chairs: Huijuan Yang, Institute for Infocomm Research and Elahe Rahimian Najafabadi, Concordia University
Track: Biomedical Imaging and Signal Processing

BIO-L1.1: DEEP PROXIMAL UNFOLDING FOR IMAGE RECOVERY FROM UNDER-SAMPLED CHANNEL DATA IN INTRAVASCULAR ULTRASOUND
Nishith Chennakeshava, Tristan S.W. Stevens, Massimo Mischi, Eindhoven University of Technology, Netherlands; Frederik J. de Bruijn, Andrew Hancock, Martin Pekarˇ, Philips Research, Netherlands; Yonina C. Eldar, The Weizmann Institute of Science, Netherlands; Ruud J.G. van Sloun, Eindhoven University of Technology, Philips Research, Netherlands

BIO-L1.2: ACCELERATED INTRAVASCULAR ULTRASOUND IMAGING USING DEEP REINFORCEMENT LEARNING
Tristan Stevens, Nishith Chennakeshava, Ruud van Sloun, Eindhoven University of Technology, Netherlands; Frederik de Bruijn, Martin Pekař, Philips Research Eindhoven, Netherlands

BIO-L1.3: A MINIMALLY SUPERVISED APPROACH FOR MEDICAL IMAGE QUALITY ASSESSMENT IN DOMAIN SHIFT SETTINGS
Huijuan Yang, Feri Guretno, Ivan Ho Mien, Chuan Sheng Foo, Pavitra Krishnaswamy, Institute for Infocomm Research, Singapore; Aaron S. Coyner, J. Peter Campbell, Susan Ostmo, Oregon Health & Science University, Singapore; Michael F. Chiang, National Institutes of Health, United States of America

BIO-L1.4: IMPROVING BRAIN DECODING METHODS AND EVALUATION
Damián Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer, ETH Zurich, Switzerland

BIO-L1.5: MULTI-TASK GAUSSIAN PROCESS REGRESSION FOR THE DETECTION OF SLEEP CYCLES IN PREMATURE INFANTS
Nele Sophie Brügge, University of Lübeck, Germany; Jan Grasshoff, Fraunhofer Research Institution for Individualized and Cell-Based Medical Engineering, Germany; Arne Weigenand, Drägerwerk AG & Co. KGaA, Germany; Philipp Rostalski, University of Lübeck and Fraunhofer Research Institution for Individualized and Cell-Based Medical Engineering, Germany

BIO-L1.6: A METHOD FOR DETECTING CORONARY ARTERY DISEASE USING NOISY ULTRASHORT ELECTROCARDIOGRAM RECORDINGS
Orestis Apostolou, Vasileios Charisis, Georgios Apostolidis, Aristotle University of Thessaloniki, Greece; Leontios J. Hadjileontiadis, Aristotle University of Thessaloniki, Khalifa University, Greece

BIO-L1.7: ONLINE DETECTION OF SCALP-INVISIBLE MESIAL-TEMPORAL BRAIN INTERICTAL EPILEPTIFORM DISCHARGES FROM EEG
Bahman Abdi-Sargezeh, Saeid Sanei, Nottingham Trent University, United Kingdom of Great Britain and Northern Ireland; Antonio Valentin, King’s College London, United Kingdom of Great Britain and Northern Ireland; Gonzalo Alarcon, Hamad General Hospital, Qatar

BIO-L1.8: JOINT MODEL ORDER ESTIMATION FOR MULTIPLE TENSORS WITH A COUPLED MODE AND APPLICATIONS TO THE JOINT DECOMPOSITION OF EEG, MEG MAGNETOMETER, AND GRADIOMETER TENSORS
Bilal Ahmad, Liana Khamidullina, Alla Manina, Jens Haueisen, Martin Haardt, Ilmenau University of Technology, Germany; Alexey Korobkov, Kazan National Research Technical University n.a. A.N. Tupolev-KAI, Russian Federation

BIO-L1.9: Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism
Elahe Rahimian, Soheil Zabihi, Amir Asif, Arash Mohammadi, Concordia University, Canada; Dario Farina, Imperial College London, United Kingdom of Great Britain and Northern Ireland; Farokh Atashzar, New York University, United States of America

BIO-L1.10: ALSNET: A DILATED 1-D CNN FOR IDENTIFYING ALS FROM RAW EMG SIGNAL
K. M. Naimul Hassan, Md. Shamiul Alam Hridoy, Naima Tasnim, Atia Faria Chowdhury, Tanvir Alam Roni, Sheikh Tabrez, Arik Subhana, Celia Shahnaz, Bangladesh University of Engineering and Technology, Bangladesh